huggingbay-xyz · Schema
BakeoffToolResponse
Explicit MCP output contract for the one-call bake-off.
AIOpen-SourceModelsPlatformMachine-Learning
Properties
| Name | Type | Description |
|---|---|---|
| winner | object | |
| scorecard | array | |
| candidate_summary | object | |
| partial | boolean | |
| weak | boolean | |
| field_strength | object | |
| receipt | object | |
| receipt_hash | string | |
| request_hash | string | |
| bakeoff_id | string | |
| public | boolean | |
| public_url | object | |
| public_status | string | |
| watermark | object | |
| task_kind | string | |
| task_family | string | |
| candidate_models | array | |
| candidate_roles | object | |
| challenger_model | object | |
| winner_role | string | |
| challenger_gate | object | |
| created_at | object | |
| next_call | object | |
| next_call_grant | object | |
| bakeoff_quota | object | |
| challenger_bakeoff_quota | object | |
| author_claim | object | |
| durable_free_key | object | |
| task_fingerprint | object | |
| dataset_fingerprint | object | |
| dataset_source | object | |
| pareto_frontier | array | |
| confidence_intervals | object | |
| quality_policy | string | |
| route_id | object | |
| escalate_to_frontier | object | |
| comparison_card | object |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://artifacts.apis.io/huggingbay-xyz/json-schema/huggingbay-xyz-bakeoff-tool-response-schema.json",
"title": "BakeoffToolResponse",
"description": "Explicit MCP output contract for the one-call bake-off.",
"x-generated": "2026-10-30",
"x-method": "derived",
"x-generator": "derive-json-schema.py",
"x-source": "openapi/huggingbay-xyz-run-openapi.json#/components/schemas/BakeoffToolResponse",
"properties": {
"winner": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Winner"
},
"scorecard": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array",
"title": "Scorecard"
},
"candidate_summary": {
"additionalProperties": true,
"type": "object",
"title": "Candidate Summary"
},
"partial": {
"type": "boolean",
"title": "Partial"
},
"weak": {
"type": "boolean",
"title": "Weak"
},
"field_strength": {
"additionalProperties": true,
"type": "object",
"title": "Field Strength"
},
"receipt": {
"additionalProperties": true,
"type": "object",
"title": "Receipt"
},
"receipt_hash": {
"type": "string",
"title": "Receipt Hash"
},
"request_hash": {
"type": "string",
"title": "Request Hash"
},
"bakeoff_id": {
"type": "string",
"title": "Bakeoff Id"
},
"public": {
"type": "boolean",
"title": "Public"
},
"public_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Public Url"
},
"public_status": {
"type": "string",
"enum": [
"published_strong",
"private_incomplete_proof"
],
"title": "Public Status",
"default": "private_incomplete_proof"
},
"watermark": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Watermark"
},
"task_kind": {
"type": "string",
"title": "Task Kind"
},
"task_family": {
"type": "string",
"title": "Task Family"
},
"candidate_models": {
"items": {
"type": "string"
},
"type": "array",
"title": "Candidate Models"
},
"candidate_roles": {
"additionalProperties": {
"type": "string"
},
"type": "object",
"title": "Candidate Roles"
},
"challenger_model": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Challenger Model"
},
"winner_role": {
"type": "string",
"title": "Winner Role"
},
"challenger_gate": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"title": "Challenger Gate"
},
"created_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Created At"
},
"next_call": {
"additionalProperties": true,
"type": "object",
"title": "Next Call"
},
"next_call_grant": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"title": "Next Call Grant"
},
"bakeoff_quota": {
"additionalProperties": true,
"type": "object",
"title": "Bakeoff Quota"
},
"challenger_bakeoff_quota": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"title": "Challenger Bakeoff Quota"
},
"author_claim": {
"additionalProperties": true,
"type": "object",
"title": "Author Claim"
},
"durable_free_key": {
"additionalProperties": true,
"type": "object",
"title": "Durable Free Key"
},
"task_fingerprint": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Task Fingerprint"
},
"dataset_fingerprint": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Dataset Fingerprint"
},
"dataset_source": {
"additionalProperties": true,
"type": "object",
"title": "Dataset Source"
},
"pareto_frontier": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array",
"title": "Pareto Frontier"
},
"confidence_intervals": {
"additionalProperties": true,
"type": "object",
"title": "Confidence Intervals"
},
"quality_policy": {
"type": "string",
"title": "Quality Policy",
"default": "pareto_quality_latency_cost"
},
"route_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Route Id"
},
"escalate_to_frontier": {
"anyOf": [
{
"$ref": "#/$defs/EscalateToFrontierResponse"
},
{
"type": "null"
}
]
},
"comparison_card": {
"anyOf": [
{
"$ref": "#/$defs/ComparisonCardResponse"
},
{
"type": "null"
}
]
}
},
"additionalProperties": false,
"type": "object",
"required": [
"scorecard",
"candidate_summary",
"partial",
"weak",
"field_strength",
"receipt",
"receipt_hash",
"request_hash",
"bakeoff_id",
"public",
"public_url",
"task_kind",
"task_family",
"candidate_models",
"candidate_roles",
"winner_role",
"created_at",
"next_call",
"bakeoff_quota",
"author_claim",
"durable_free_key"
],
"$defs": {
"ComparisonCardResponse": {
"properties": {
"schema": {
"type": "string",
"title": "Schema",
"default": "bay-run.comparison-card.v1"
},
"available": {
"type": "boolean",
"title": "Available"
},
"p50_ms": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "P50 Ms"
},
"est_usd": {
"type": "string",
"title": "Est Usd"
},
"f1": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"title": "F1"
},
"f1_ci": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"title": "F1 Ci"
},
"n_labels": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "N Labels"
},
"frontier_comparison": {
"anyOf": [
{
"additionalProperties": true,
"type": "object"
},
{
"type": "null"
}
],
"title": "Frontier Comparison"
},
"comparison_basis": {
"type": "string",
"const": "measured_route_only",
"title": "Comparison Basis",
"default": "measured_route_only"
},
"reason": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Reason"
},
"text": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Text"
},
"html": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"title": "Html"
}
},
"additionalProperties": false,
"type": "object",
"required": [
"available",
"est_usd"
],
"title": "ComparisonCardResponse",
"description": "Measured route-only comparison; frontier claims stay explicitly absent."
},
"EscalateToFrontierResponse": {
"properties": {
"schema": {
"type": "string",
"title": "Schema",
"default": "bay-run.escalate-to-frontier.v1"
},
"reason": {
"type": "string",
"enum": [
"no_specialists",
"weak_field"
],
"title": "Reason"
},
"suggested_action": {
"type": "string",
"const": "fallback_to_frontier",
"title": "Suggested Action",
"default": "fallback_to_frontier"
},
"family": {
"type": "string",
"maxLength": 128,
"minLength": 1,
"title": "Family"
},
"alternatives": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array",
"maxItems": 32,
"title": "Alternatives"
}
},
"additionalProperties": false,
"type": "object",
"required": [
"reason",
"family"
],
"title": "EscalateToFrontierResponse",
"description": "Typed fail-closed handoff when Bay Run cannot prove a specialist route."
}
}
}Work with this as data
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