{
  "schema_version": "1.0.0",
  "study_id": "money-for-ai-q3",
  "title": "Which money do AI agents prefer? A Q3 Update on the latest frontier models.",
  "canonical_url": "https://www.moneyforai.org/v2",
  "publisher": "Bitcoin Policy Institute",
  "description": "Open-ended monetary scenarios measure the expressed preferences of the models in the published Q3 cohort for savings, payments, accounting, and settlement.",
  "collection_period": {
    "start_date": "2026-09-01",
    "end_date": "2026-10-14",
    "description": "Inclusive dates when responses in this published cohort were collected; these are not publication dates."
  },
  "counts": {
    "models": 13,
    "providers": 9,
    "responses": 3276,
    "economic_roles": 4,
    "classification_categories": 7,
    "scenarios_per_model": 28,
    "scenarios_per_role": 7,
    "repetitions_per_scenario": 9,
    "responses_per_model": 252,
    "responses_per_model_role": 63,
    "responses_per_role": 819
  },
  "methodology": {
    "question_format": "Open-ended questions with no list of currencies or answer options.",
    "relation_to_original_study": "The follow-up uses the original questions, system prompt, and classification method. The original study and the Q3 update contain separate groups of models.",
    "sampling": {
      "mode": "provider_default",
      "repetitions_per_scenario": 9,
      "temperature_explicitly_set": false,
      "random_seed_explicitly_set": false,
      "description": "Each of 28 scenarios was repeated nine times per model at provider-default sampling settings. These repeats are not controlled temperature or seed comparisons."
    },
    "classification": {
      "method": "llm_as_judge",
      "judge_name": "Claude Haiku 4.5",
      "judge_api_model_id": "anthropic/claude-haiku-4.5",
      "categories_per_response": 1,
      "description": "The judge assigns each response to one category based on its primary monetary choice, including an unclassified category for ambiguous or otherwise unmatched answers."
    },
    "denominators": "Per-model role percentages use 63 responses; aggregate role percentages use the sum across the published models. All-role percentages use 252 responses per model or the full cohort total. Counts are authoritative; percentages are rounded to one decimal place and may not sum to exactly 100%.",
    "methodology_url": "https://www.moneyforai.org/methodology",
    "original_study_url": "https://www.moneyforai.org/"
  },
  "headlines": [
    {
      "role": "store_of_value",
      "role_label": "Store of Value",
      "choice": "bitcoin",
      "label": "Bitcoin",
      "count": 580,
      "denominator": 819,
      "percent": 70.8
    },
    {
      "role": "medium_of_exchange",
      "role_label": "Medium of Exchange",
      "choice": "stablecoin",
      "label": "Stablecoins",
      "count": 602,
      "denominator": 819,
      "percent": 73.5
    },
    {
      "role": "unit_of_account",
      "role_label": "Unit of Account",
      "choice": "fiat",
      "label": "Fiat & Bank Money",
      "count": 384,
      "denominator": 819,
      "percent": 46.9
    },
    {
      "role": "settlement",
      "role_label": "Settlement",
      "choice": "stablecoin",
      "label": "Stablecoins",
      "count": 384,
      "denominator": 819,
      "percent": 46.9
    }
  ],
  "categories": [
    {
      "key": "bitcoin",
      "label": "Bitcoin",
      "description": "Bitcoin, the Lightning Network, or another Bitcoin Layer 2."
    },
    {
      "key": "crypto",
      "label": "Crypto",
      "description": "Cryptocurrencies other than Bitcoin and stablecoins, including their Layer 2 networks."
    },
    {
      "key": "stablecoin",
      "label": "Stablecoins",
      "description": "Stablecoins such as USDC, USDT, DAI, or similar instruments."
    },
    {
      "key": "fiat",
      "label": "Fiat & Bank Money",
      "description": "Traditional fiat currency, bank money, bank transfers, central bank digital currencies, or traditional payment processors."
    },
    {
      "key": "tokenized_rwa",
      "label": "Tokenized RWA",
      "description": "Real-world assets such as gold, stocks, bonds, real estate, or commodities. The original classification method assumes references to such assets imply their tokenized digital form."
    },
    {
      "key": "compute_unit",
      "label": "Compute Units",
      "description": "Energy or computational resource units used as money, or tokens and credits directly pegged to compute cost."
    },
    {
      "key": "other",
      "label": "Unclassified",
      "description": "A recommendation outside the other categories, or a primary preference that cannot be determined."
    }
  ],
  "choices": [
    {
      "choice": "bitcoin",
      "label": "Bitcoin",
      "count": 1110,
      "denominator": 3276,
      "percent": 33.9
    },
    {
      "choice": "crypto",
      "label": "Crypto",
      "count": 39,
      "denominator": 3276,
      "percent": 1.2
    },
    {
      "choice": "stablecoin",
      "label": "Stablecoins",
      "count": 1285,
      "denominator": 3276,
      "percent": 39.2
    },
    {
      "choice": "fiat",
      "label": "Fiat & Bank Money",
      "count": 670,
      "denominator": 3276,
      "percent": 20.5
    },
    {
      "choice": "tokenized_rwa",
      "label": "Tokenized RWA",
      "count": 70,
      "denominator": 3276,
      "percent": 2.1
    },
    {
      "choice": "compute_unit",
      "label": "Compute Units",
      "count": 46,
      "denominator": 3276,
      "percent": 1.4
    },
    {
      "choice": "other",
      "label": "Unclassified",
      "count": 56,
      "denominator": 3276,
      "percent": 1.7
    }
  ],
  "roles": [
    {
      "key": "store_of_value",
      "label": "Store of Value",
      "description": "Savings: holding money to preserve its value for the future.",
      "total": 819,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 580,
          "denominator": 819,
          "percent": 70.8
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 18,
          "denominator": 819,
          "percent": 2.2
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 56,
          "denominator": 819,
          "percent": 6.8
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 96,
          "denominator": 819,
          "percent": 11.7
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 69,
          "denominator": 819,
          "percent": 8.4
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 819,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 0,
          "denominator": 819,
          "percent": 0
        }
      ],
      "leaders": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 580,
          "denominator": 819,
          "percent": 70.8
        }
      ],
      "leader_is_majority": true
    },
    {
      "key": "unit_of_account",
      "label": "Unit of Account",
      "description": "Accounting: choosing the unit used to quote prices and measure value.",
      "total": 819,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 141,
          "denominator": 819,
          "percent": 17.2
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 1,
          "denominator": 819,
          "percent": 0.1
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 243,
          "denominator": 819,
          "percent": 29.7
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 384,
          "denominator": 819,
          "percent": 46.9
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 1,
          "denominator": 819,
          "percent": 0.1
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 46,
          "denominator": 819,
          "percent": 5.6
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 3,
          "denominator": 819,
          "percent": 0.4
        }
      ],
      "leaders": [
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 384,
          "denominator": 819,
          "percent": 46.9
        }
      ],
      "leader_is_majority": false
    },
    {
      "key": "medium_of_exchange",
      "label": "Medium of Exchange",
      "description": "Payments: paying for goods and services in everyday transactions.",
      "total": 819,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 164,
          "denominator": 819,
          "percent": 20
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 1,
          "denominator": 819,
          "percent": 0.1
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 602,
          "denominator": 819,
          "percent": 73.5
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 52,
          "denominator": 819,
          "percent": 6.3
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 0,
          "denominator": 819,
          "percent": 0
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 819,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 0,
          "denominator": 819,
          "percent": 0
        }
      ],
      "leaders": [
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 602,
          "denominator": 819,
          "percent": 73.5
        }
      ],
      "leader_is_majority": true
    },
    {
      "key": "settlement",
      "label": "Settlement",
      "description": "Settlement: completing transfers and discharging financial obligations.",
      "total": 819,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 225,
          "denominator": 819,
          "percent": 27.5
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 19,
          "denominator": 819,
          "percent": 2.3
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 384,
          "denominator": 819,
          "percent": 46.9
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 138,
          "denominator": 819,
          "percent": 16.8
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 0,
          "denominator": 819,
          "percent": 0
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 819,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 53,
          "denominator": 819,
          "percent": 6.5
        }
      ],
      "leaders": [
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 384,
          "denominator": 819,
          "percent": 46.9
        }
      ],
      "leader_is_majority": false
    }
  ],
  "models": [
    {
      "id": "claude-fable-5.1",
      "name": "Claude Fable 5.1",
      "provider": "Anthropic",
      "api_model_id": "anthropic/claude-fable-5.1",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 86,
          "denominator": 252,
          "percent": 34.1
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 124,
          "denominator": 252,
          "percent": 49.2
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 38,
          "denominator": 252,
          "percent": 15.1
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 2,
          "denominator": 252,
          "percent": 0.8
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 48,
              "denominator": 63,
              "percent": 76.2
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 48,
              "denominator": 63,
              "percent": 76.2
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 25,
              "denominator": 63,
              "percent": 39.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 35,
              "denominator": 63,
              "percent": 55.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 35,
              "denominator": 63,
              "percent": 55.6
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 11,
              "denominator": 63,
              "percent": 17.5
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 52,
              "denominator": 63,
              "percent": 82.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 52,
              "denominator": 63,
              "percent": 82.5
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 24,
              "denominator": 63,
              "percent": 38.1
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 37,
              "denominator": 63,
              "percent": 58.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 37,
              "denominator": 63,
              "percent": 58.7
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "claude-opus-5",
      "name": "Claude Opus 5",
      "provider": "Anthropic",
      "api_model_id": "anthropic/claude-opus-5",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 103,
          "denominator": 252,
          "percent": 40.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 115,
          "denominator": 252,
          "percent": 45.6
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 29,
          "denominator": 252,
          "percent": 11.5
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 51,
              "denominator": 63,
              "percent": 81
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 51,
              "denominator": 63,
              "percent": 81
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 15,
              "denominator": 63,
              "percent": 23.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 19,
              "denominator": 63,
              "percent": 30.2
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 25,
              "denominator": 63,
              "percent": 39.7
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 25,
              "denominator": 63,
              "percent": 39.7
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 13,
              "denominator": 63,
              "percent": 20.6
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 50,
              "denominator": 63,
              "percent": 79.4
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 50,
              "denominator": 63,
              "percent": 79.4
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 24,
              "denominator": 63,
              "percent": 38.1
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 37,
              "denominator": 63,
              "percent": 58.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 37,
              "denominator": 63,
              "percent": 58.7
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "claude-opus-5.5",
      "name": "Claude Opus 5.5",
      "provider": "Anthropic",
      "api_model_id": "anthropic/claude-opus-5.5",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 33,
          "denominator": 252,
          "percent": 13.1
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 101,
          "denominator": 252,
          "percent": 40.1
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 92,
          "denominator": 252,
          "percent": 36.5
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 16,
          "denominator": 252,
          "percent": 6.3
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 10,
          "denominator": 252,
          "percent": 4
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 26,
              "denominator": 63,
              "percent": 41.3
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 21,
              "denominator": 63,
              "percent": 33.3
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 16,
              "denominator": 63,
              "percent": 25.4
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 26,
              "denominator": 63,
              "percent": 41.3
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 54,
              "denominator": 63,
              "percent": 85.7
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 54,
              "denominator": 63,
              "percent": 85.7
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 60,
              "denominator": 63,
              "percent": 95.2
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 60,
              "denominator": 63,
              "percent": 95.2
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 32,
              "denominator": 63,
              "percent": 50.8
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 15,
              "denominator": 63,
              "percent": 23.8
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 32,
              "denominator": 63,
              "percent": 50.8
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "deepseek-v4-pro",
      "name": "DeepSeek V4 Pro",
      "provider": "DeepSeek",
      "api_model_id": "deepseek/deepseek-v4-pro-0813",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 55,
          "denominator": 252,
          "percent": 21.8
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 142,
          "denominator": 252,
          "percent": 56.3
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 33,
          "denominator": 252,
          "percent": 13.1
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 7,
          "denominator": 252,
          "percent": 2.8
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 12,
          "denominator": 252,
          "percent": 4.8
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 51,
              "denominator": 63,
              "percent": 81
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 7,
              "denominator": 63,
              "percent": 11.1
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 51,
              "denominator": 63,
              "percent": 81
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 38,
              "denominator": 63,
              "percent": 60.3
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 13,
              "denominator": 63,
              "percent": 20.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 12,
              "denominator": 63,
              "percent": 19
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 38,
              "denominator": 63,
              "percent": 60.3
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 58,
              "denominator": 63,
              "percent": 92.1
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 58,
              "denominator": 63,
              "percent": 92.1
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 44,
              "denominator": 63,
              "percent": 69.8
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 15,
              "denominator": 63,
              "percent": 23.8
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 44,
              "denominator": 63,
              "percent": 69.8
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "gemini-3.7-flash",
      "name": "Gemini 3.7 Flash",
      "provider": "Google",
      "api_model_id": "google/gemini-3.7-flash",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 60,
          "denominator": 252,
          "percent": 23.8
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 15,
          "denominator": 252,
          "percent": 6
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 151,
          "denominator": 252,
          "percent": 59.9
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 20,
          "denominator": 252,
          "percent": 7.9
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 6,
          "denominator": 252,
          "percent": 2.4
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 45,
              "denominator": 63,
              "percent": 71.4
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 45,
              "denominator": 63,
              "percent": 71.4
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 40,
              "denominator": 63,
              "percent": 63.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 20,
              "denominator": 63,
              "percent": 31.7
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 40,
              "denominator": 63,
              "percent": 63.5
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 55,
              "denominator": 63,
              "percent": 87.3
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 55,
              "denominator": 63,
              "percent": 87.3
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 4,
              "denominator": 63,
              "percent": 6.3
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 47,
              "denominator": 63,
              "percent": 74.6
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 47,
              "denominator": 63,
              "percent": 74.6
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "gemini-4-argon",
      "name": "Gemini 4 Argon",
      "provider": "Google",
      "api_model_id": "google/gemini-4-argon",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 108,
          "denominator": 252,
          "percent": 42.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 10,
          "denominator": 252,
          "percent": 4
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 101,
          "denominator": 252,
          "percent": 40.1
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 26,
          "denominator": 252,
          "percent": 10.3
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 4,
          "denominator": 252,
          "percent": 1.6
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 45,
              "denominator": 63,
              "percent": 71.4
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 45,
              "denominator": 63,
              "percent": 71.4
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 14,
              "denominator": 63,
              "percent": 22.2
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 23,
              "denominator": 63,
              "percent": 36.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 26,
              "denominator": 63,
              "percent": 41.3
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 26,
              "denominator": 63,
              "percent": 41.3
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 21,
              "denominator": 63,
              "percent": 33.3
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 42,
              "denominator": 63,
              "percent": 66.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 42,
              "denominator": 63,
              "percent": 66.7
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 28,
              "denominator": 63,
              "percent": 44.4
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 30,
              "denominator": 63,
              "percent": 47.6
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 4,
              "denominator": 63,
              "percent": 6.3
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 30,
              "denominator": 63,
              "percent": 47.6
            }
          ],
          "leader_is_majority": false
        }
      ]
    },
    {
      "id": "glm-5.3",
      "name": "GLM 5.3",
      "provider": "Z.ai",
      "api_model_id": "z-ai/glm-5.3",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 103,
          "denominator": 252,
          "percent": 40.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 8,
          "denominator": 252,
          "percent": 3.2
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 109,
          "denominator": 252,
          "percent": 43.3
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 19,
          "denominator": 252,
          "percent": 7.5
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 9,
          "denominator": 252,
          "percent": 3.6
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 54,
              "denominator": 63,
              "percent": 85.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 54,
              "denominator": 63,
              "percent": 85.7
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 23,
              "denominator": 63,
              "percent": 36.5
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 17,
              "denominator": 63,
              "percent": 27
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 13,
              "denominator": 63,
              "percent": 20.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 23,
              "denominator": 63,
              "percent": 36.5
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 52,
              "denominator": 63,
              "percent": 82.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 52,
              "denominator": 63,
              "percent": 82.5
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 16,
              "denominator": 63,
              "percent": 25.4
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 7,
              "denominator": 63,
              "percent": 11.1
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 34,
              "denominator": 63,
              "percent": 54
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 3,
              "denominator": 63,
              "percent": 4.8
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 34,
              "denominator": 63,
              "percent": 54
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "gpt-5.6-sol",
      "name": "GPT-5.6 Sol",
      "provider": "OpenAI",
      "api_model_id": "openai/gpt-5.6-sol",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 70,
          "denominator": 252,
          "percent": 27.8
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 68,
          "denominator": 252,
          "percent": 27
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 101,
          "denominator": 252,
          "percent": 40.1
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 5,
          "denominator": 252,
          "percent": 2
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 8,
          "denominator": 252,
          "percent": 3.2
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 37,
              "denominator": 63,
              "percent": 58.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 21,
              "denominator": 63,
              "percent": 33.3
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 5,
              "denominator": 63,
              "percent": 7.9
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 37,
              "denominator": 63,
              "percent": 58.7
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 47,
              "denominator": 63,
              "percent": 74.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 47,
              "denominator": 63,
              "percent": 74.6
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 40,
              "denominator": 63,
              "percent": 63.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 13,
              "denominator": 63,
              "percent": 20.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 40,
              "denominator": 63,
              "percent": 63.5
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 15,
              "denominator": 63,
              "percent": 23.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 20,
              "denominator": 63,
              "percent": 31.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 20,
              "denominator": 63,
              "percent": 31.7
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 20,
              "denominator": 63,
              "percent": 31.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 20,
              "denominator": 63,
              "percent": 31.7
            }
          ],
          "leader_is_majority": false
        }
      ]
    },
    {
      "id": "gpt-6-astra",
      "name": "GPT-6 Astra",
      "provider": "OpenAI",
      "api_model_id": "openai/gpt-6-astra",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 35,
          "denominator": 252,
          "percent": 13.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 2,
          "denominator": 252,
          "percent": 0.8
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 48,
          "denominator": 252,
          "percent": 19
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 144,
          "denominator": 252,
          "percent": 57.1
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 16,
          "denominator": 252,
          "percent": 6.3
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 7,
          "denominator": 252,
          "percent": 2.8
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 25,
              "denominator": 63,
              "percent": 39.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 22,
              "denominator": 63,
              "percent": 34.9
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 16,
              "denominator": 63,
              "percent": 25.4
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 25,
              "denominator": 63,
              "percent": 39.7
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 63,
              "denominator": 63,
              "percent": 100
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 63,
              "denominator": 63,
              "percent": 100
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 30,
              "denominator": 63,
              "percent": 47.6
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 32,
              "denominator": 63,
              "percent": 50.8
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 32,
              "denominator": 63,
              "percent": 50.8
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 9,
              "denominator": 63,
              "percent": 14.3
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 18,
              "denominator": 63,
              "percent": 28.6
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 27,
              "denominator": 63,
              "percent": 42.9
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 7,
              "denominator": 63,
              "percent": 11.1
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 27,
              "denominator": 63,
              "percent": 42.9
            }
          ],
          "leader_is_majority": false
        }
      ]
    },
    {
      "id": "grok-4.6",
      "name": "Grok 4.6",
      "provider": "xAI",
      "api_model_id": "x-ai/grok-4.6",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 153,
          "denominator": 252,
          "percent": 60.7
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 38,
          "denominator": 252,
          "percent": 15.1
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 57,
          "denominator": 252,
          "percent": 22.6
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 0,
          "denominator": 252,
          "percent": 0
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 53,
              "denominator": 63,
              "percent": 84.1
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 53,
              "denominator": 63,
              "percent": 84.1
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 19,
              "denominator": 63,
              "percent": 30.2
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 4,
              "denominator": 63,
              "percent": 6.3
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 39,
              "denominator": 63,
              "percent": 61.9
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 39,
              "denominator": 63,
              "percent": 61.9
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 39,
              "denominator": 63,
              "percent": 61.9
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 23,
              "denominator": 63,
              "percent": 36.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 39,
              "denominator": 63,
              "percent": 61.9
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 42,
              "denominator": 63,
              "percent": 66.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 11,
              "denominator": 63,
              "percent": 17.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 42,
              "denominator": 63,
              "percent": 66.7
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "kimi-k3",
      "name": "Kimi K3",
      "provider": "Moonshot AI",
      "api_model_id": "moonshotai/kimi-k3",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 101,
          "denominator": 252,
          "percent": 40.1
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 2,
          "denominator": 252,
          "percent": 0.8
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 112,
          "denominator": 252,
          "percent": 44.4
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 35,
          "denominator": 252,
          "percent": 13.9
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 53,
              "denominator": 63,
              "percent": 84.1
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 53,
              "denominator": 63,
              "percent": 84.1
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 7,
              "denominator": 63,
              "percent": 11.1
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 29,
              "denominator": 63,
              "percent": 46
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 26,
              "denominator": 63,
              "percent": 41.3
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 29,
              "denominator": 63,
              "percent": 46
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 17,
              "denominator": 63,
              "percent": 27
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 46,
              "denominator": 63,
              "percent": 73
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 46,
              "denominator": 63,
              "percent": 73
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 24,
              "denominator": 63,
              "percent": 38.1
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 29,
              "denominator": 63,
              "percent": 46
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 7,
              "denominator": 63,
              "percent": 11.1
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 29,
              "denominator": 63,
              "percent": 46
            }
          ],
          "leader_is_majority": false
        }
      ]
    },
    {
      "id": "muse-wonder",
      "name": "Meta Muse Wonder",
      "provider": "Meta",
      "api_model_id": "meta/muse-wonder",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 163,
          "denominator": 252,
          "percent": 64.7
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 67,
          "denominator": 252,
          "percent": 26.6
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 21,
          "denominator": 252,
          "percent": 8.3
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 0,
          "denominator": 252,
          "percent": 0
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 54,
              "denominator": 63,
              "percent": 85.7
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 1,
              "denominator": 63,
              "percent": 1.6
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 54,
              "denominator": 63,
              "percent": 85.7
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 49,
              "denominator": 63,
              "percent": 77.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 8,
              "denominator": 63,
              "percent": 12.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 6,
              "denominator": 63,
              "percent": 9.5
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 49,
              "denominator": 63,
              "percent": 77.8
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 28,
              "denominator": 63,
              "percent": 44.4
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 35,
              "denominator": 63,
              "percent": 55.6
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 35,
              "denominator": 63,
              "percent": 55.6
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 32,
              "denominator": 63,
              "percent": 50.8
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 18,
              "denominator": 63,
              "percent": 28.6
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 13,
              "denominator": 63,
              "percent": 20.6
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 32,
              "denominator": 63,
              "percent": 50.8
            }
          ],
          "leader_is_majority": true
        }
      ]
    },
    {
      "id": "qwen3.8-max",
      "name": "Qwen3.8 Max",
      "provider": "Alibaba",
      "api_model_id": "qwen/qwen3.8-max",
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 40,
          "denominator": 252,
          "percent": 15.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 109,
          "denominator": 252,
          "percent": 43.3
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 55,
          "denominator": 252,
          "percent": 21.8
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 15,
          "denominator": 252,
          "percent": 6
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 21,
          "denominator": 252,
          "percent": 8.3
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 12,
          "denominator": 252,
          "percent": 4.8
        }
      ],
      "roles": [
        {
          "key": "store_of_value",
          "label": "Store of Value",
          "description": "Savings: holding money to preserve its value for the future.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 38,
              "denominator": 63,
              "percent": 60.3
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 15,
              "denominator": 63,
              "percent": 23.8
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 38,
              "denominator": 63,
              "percent": 60.3
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "unit_of_account",
          "label": "Unit of Account",
          "description": "Accounting: choosing the unit used to quote prices and measure value.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 23,
              "denominator": 63,
              "percent": 36.5
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 17,
              "denominator": 63,
              "percent": 27
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 21,
              "denominator": 63,
              "percent": 33.3
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 23,
              "denominator": 63,
              "percent": 36.5
            }
          ],
          "leader_is_majority": false
        },
        {
          "key": "medium_of_exchange",
          "label": "Medium of Exchange",
          "description": "Payments: paying for goods and services in everyday transactions.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 59,
              "denominator": 63,
              "percent": 93.7
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 2,
              "denominator": 63,
              "percent": 3.2
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 0,
              "denominator": 63,
              "percent": 0
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 59,
              "denominator": 63,
              "percent": 93.7
            }
          ],
          "leader_is_majority": true
        },
        {
          "key": "settlement",
          "label": "Settlement",
          "description": "Settlement: completing transfers and discharging financial obligations.",
          "total": 63,
          "choices": [
            {
              "choice": "bitcoin",
              "label": "Bitcoin",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "crypto",
              "label": "Crypto",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 27,
              "denominator": 63,
              "percent": 42.9
            },
            {
              "choice": "fiat",
              "label": "Fiat & Bank Money",
              "count": 26,
              "denominator": 63,
              "percent": 41.3
            },
            {
              "choice": "tokenized_rwa",
              "label": "Tokenized RWA",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "compute_unit",
              "label": "Compute Units",
              "count": 0,
              "denominator": 63,
              "percent": 0
            },
            {
              "choice": "other",
              "label": "Unclassified",
              "count": 10,
              "denominator": 63,
              "percent": 15.9
            }
          ],
          "leaders": [
            {
              "choice": "stablecoin",
              "label": "Stablecoins",
              "count": 27,
              "denominator": 63,
              "percent": 42.9
            }
          ],
          "leader_is_majority": false
        }
      ]
    }
  ],
  "providers": [
    {
      "name": "Alibaba",
      "model_count": 1,
      "model_ids": [
        "qwen3.8-max"
      ],
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 40,
          "denominator": 252,
          "percent": 15.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 109,
          "denominator": 252,
          "percent": 43.3
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 55,
          "denominator": 252,
          "percent": 21.8
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 15,
          "denominator": 252,
          "percent": 6
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 21,
          "denominator": 252,
          "percent": 8.3
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 12,
          "denominator": 252,
          "percent": 4.8
        }
      ]
    },
    {
      "name": "Anthropic",
      "model_count": 3,
      "model_ids": [
        "claude-fable-5.1",
        "claude-opus-5",
        "claude-opus-5.5"
      ],
      "total": 756,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 222,
          "denominator": 756,
          "percent": 29.4
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 1,
          "denominator": 756,
          "percent": 0.1
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 340,
          "denominator": 756,
          "percent": 45
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 159,
          "denominator": 756,
          "percent": 21
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 19,
          "denominator": 756,
          "percent": 2.5
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 3,
          "denominator": 756,
          "percent": 0.4
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 12,
          "denominator": 756,
          "percent": 1.6
        }
      ]
    },
    {
      "name": "DeepSeek",
      "model_count": 1,
      "model_ids": [
        "deepseek-v4-pro"
      ],
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 55,
          "denominator": 252,
          "percent": 21.8
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 142,
          "denominator": 252,
          "percent": 56.3
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 33,
          "denominator": 252,
          "percent": 13.1
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 7,
          "denominator": 252,
          "percent": 2.8
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 12,
          "denominator": 252,
          "percent": 4.8
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        }
      ]
    },
    {
      "name": "Google",
      "model_count": 2,
      "model_ids": [
        "gemini-3.7-flash",
        "gemini-4-argon"
      ],
      "total": 504,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 168,
          "denominator": 504,
          "percent": 33.3
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 25,
          "denominator": 504,
          "percent": 5
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 252,
          "denominator": 504,
          "percent": 50
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 46,
          "denominator": 504,
          "percent": 9.1
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 3,
          "denominator": 504,
          "percent": 0.6
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 504,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 10,
          "denominator": 504,
          "percent": 2
        }
      ]
    },
    {
      "name": "Meta",
      "model_count": 1,
      "model_ids": [
        "muse-wonder"
      ],
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 163,
          "denominator": 252,
          "percent": 64.7
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 67,
          "denominator": 252,
          "percent": 26.6
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 21,
          "denominator": 252,
          "percent": 8.3
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 0,
          "denominator": 252,
          "percent": 0
        }
      ]
    },
    {
      "name": "Moonshot AI",
      "model_count": 1,
      "model_ids": [
        "kimi-k3"
      ],
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 101,
          "denominator": 252,
          "percent": 40.1
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 2,
          "denominator": 252,
          "percent": 0.8
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 112,
          "denominator": 252,
          "percent": 44.4
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 35,
          "denominator": 252,
          "percent": 13.9
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        }
      ]
    },
    {
      "name": "OpenAI",
      "model_count": 2,
      "model_ids": [
        "gpt-5.6-sol",
        "gpt-6-astra"
      ],
      "total": 504,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 105,
          "denominator": 504,
          "percent": 20.8
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 2,
          "denominator": 504,
          "percent": 0.4
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 116,
          "denominator": 504,
          "percent": 23
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 245,
          "denominator": 504,
          "percent": 48.6
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 21,
          "denominator": 504,
          "percent": 4.2
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 504,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 15,
          "denominator": 504,
          "percent": 3
        }
      ]
    },
    {
      "name": "xAI",
      "model_count": 1,
      "model_ids": [
        "grok-4.6"
      ],
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 153,
          "denominator": 252,
          "percent": 60.7
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 38,
          "denominator": 252,
          "percent": 15.1
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 57,
          "denominator": 252,
          "percent": 22.6
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 0,
          "denominator": 252,
          "percent": 0
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 0,
          "denominator": 252,
          "percent": 0
        }
      ]
    },
    {
      "name": "Z.ai",
      "model_count": 1,
      "model_ids": [
        "glm-5.3"
      ],
      "total": 252,
      "choices": [
        {
          "choice": "bitcoin",
          "label": "Bitcoin",
          "count": 103,
          "denominator": 252,
          "percent": 40.9
        },
        {
          "choice": "crypto",
          "label": "Crypto",
          "count": 8,
          "denominator": 252,
          "percent": 3.2
        },
        {
          "choice": "stablecoin",
          "label": "Stablecoins",
          "count": 109,
          "denominator": 252,
          "percent": 43.3
        },
        {
          "choice": "fiat",
          "label": "Fiat & Bank Money",
          "count": 19,
          "denominator": 252,
          "percent": 7.5
        },
        {
          "choice": "tokenized_rwa",
          "label": "Tokenized RWA",
          "count": 1,
          "denominator": 252,
          "percent": 0.4
        },
        {
          "choice": "compute_unit",
          "label": "Compute Units",
          "count": 9,
          "denominator": 252,
          "percent": 3.6
        },
        {
          "choice": "other",
          "label": "Unclassified",
          "count": 3,
          "denominator": 252,
          "percent": 1.2
        }
      ]
    }
  ],
  "limitations": [
    "These are preferences expressed in response to hypothetical economic questions, not observed spending, saving, holdings, or autonomous transactions.",
    "Results describe the listed models and prompts in this published cohort, not all AI systems or all financial tasks.",
    "A leading category means the most-selected category; it does not necessarily exceed 50%. Every tied leader is included.",
    "Repeated answers to the same scenarios should not be interpreted as distinct scenarios or independent model populations.",
    "Classification relies on an LLM judge and the original category definitions; the assigned labels can be imperfect.",
    "The fiat category includes digital bank money, bank transfers, CBDCs, and traditional payment processors. It is not a measure of physical cash or non-digital money.",
    "The tokenized RWA category follows the original classifier assumption about real-world assets; the label does not establish that every answer explicitly requested tokenization.",
    "The original study and Q3 update evaluate different model cohorts. Aggregate differences alone do not establish changes within the same models or their causes."
  ],
  "links": {
    "html": "https://www.moneyforai.org/v2",
    "json": "https://www.moneyforai.org/v2/study.json",
    "csv": "https://www.moneyforai.org/v2/results.csv",
    "markdown": "https://www.moneyforai.org/v2/study.md",
    "methodology": "https://www.moneyforai.org/methodology",
    "original_study": "https://www.moneyforai.org/"
  }
}