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Kronos Signals Forecast Ledger
x402
Kronos Signals Forecast Ledger is a paid API for AI agents from kronossignals.com, paid per call via x402, $0.02/call, status unknown (last checked 2026-09-14).
Returns a paginated list of resolved ML forecast predictions with their actual real-world outcomes, filterable by asset, horizon, date range, and source.
Price / call$0.02
Success—
StatusUnknown
How this service works
Paginated list of resolved forecasts with actual outcomes. Each row shows the original ML prediction and its real-world result. Summary includes total count and hit_rate (cache-source rows, matching /api/stats methodology). Filterable by asset, horizon, date range, and source. — $0.02/call. Live track record at /api/stats: ~54% directional hit, ~70% in-range over 15k+ scored forecasts — measured on served predictions, not a backtest.
Output
A paginated list of resolved forecast rows, each showing the original ML prediction alongside the real-world outcome for the specified asset and horizon. The summary includes total count of resolved forecasts and the hit_rate percentage (filtered to cache-source rows to match /api/stats methodology).
Example use cases
Example prompt
“Pull up the Kronos forecast ledger for BTC with a 24h horizon from January 1 to March 31, 2025, limited to 100 rows, and show me the hit rate for paid-source signals only.”
Technical details
Endpoint
GEThttps://kronossignals.com/api/v1/forecast-ledgerWhen to prefer
Use this endpoint when you need to audit or backtest the accuracy of Kronos ML forecast signals — specifically to see how predictions resolved against real outcomes and to compute hit rates. Prefer this over the /api/stats endpoint when you need granular row-level data rather than aggregate statistics, or when filtering by specific assets, horizons, date windows, or source types.
Side effects
- Invalid date format for 'from' or 'to' returns 400 bad request
- Unsupported horizon value (outside 1h/4h/24h) returns 400 validation error
- Unsupported source value (outside cache/paid) returns 400 validation error
- Limit exceeding 500 returns 400 bad request
- No forecasts found for the specified filters returns empty result set with count 0
- Payment not processed (x402) returns 402 Payment Required
- Rate limiting or quota exceeded returns 429 Too Many Requests
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| queryParams | string |
Output
Schema · Response
{
"type": "json",
"example": {
"rows": [
{
"hit": true,
"asset": "BTC-USD",
"horizon": "1h",
"made_at": "2024-01-01T00:00:00.000Z",
"up_prob": 0.83,
"confidence": 0.83,
"return_pct": 0.00624,
"forecast_id": "uuid-here",
"resolved_at": "2024-01-01T01:00:00.000Z",
"actual_direction": "up",
"price_at_forecast": 60136.29,
"predicted_direction": "up",
"price_at_resolution": 60511.99
}
],
"summary": {
"total": 211,
"hit_rate": 0.5328,
"sample_note": "Illustrative example only — not live accuracy. Call GET /api/stats for current figures computed from the database."
},
"disclaimer": "Resolved forecasts from Kronos cache-served rows. Headline hit_rate uses cache-source rows only, matching /api/stats methodology. Not financial advice.",
"pagination": {
"limit": 100,
"total": 211,
"offset": 0
},
"generated_at": "2024-01-01T00:00:00.000Z"
}
}Tags
x402
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