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AI Hedge Fund Meta-Forecast API
x402
AI Hedge Fund Meta-Forecast API is a paid API for AI agents from research.johnnybucks.tech, paid per call via x402, $0.1/call, status unknown (last checked 2026-10-11).
Returns an AI-generated directional price forecast with confidence score and expected return for a given financial instrument symbol.
Price / call$0.1
Success—
StatusUnknown
How this service works
Read-only x402 research APIs. No trading, broker, or execution is exposed.
Output
Returns a JSON object containing the requested symbol (e.g. 'MES'), an integer confidence score (0–100), a sourceStatus field indicating whether data came from the primary model or a fallback, and an expectedReturnPct representing the AI model's estimated directional return as a percentage.
Example use cases
Futures directional signal check
“Pull the meta-forecast for the MES contract — I want to see the confidence level and expected return before deciding whether to adjust my position.”
Institutional research data enrichment
“Fetch the AI confidence score and expected return for ES from the Institutional Research Exchange so I can include it in my pre-market briefing.”
Fallback source awareness for model monitoring
“Get me the latest meta-forecast for MES and tell me whether it came from the primary source or is running on fallback — I need to know if the data quality is degraded.”
Technical details
Endpoint
GEThttps://research.johnnybucks.tech/api/x402/meta-forecast?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, AI-generated directional forecast with a confidence score for a specific financial instrument — particularly futures symbols like MES. It is read-only and carries no execution risk, making it safe for research and signal-enrichment workflows. Prefer it over broker APIs or execution platforms when the goal is purely informational price prediction rather than order placement.
Side effects
- Missing or invalid symbol parameter returns an error or empty response
- Fallback source status indicates primary model data is unavailable, reducing forecast reliability
- Low confidence scores (e.g. 55) suggest high model uncertainty and should be interpreted cautiously
- Payment failure (x402 protocol) results in 402 response before any forecast data is returned
- Rate limiting or service downtime may return 5xx errors with no forecast data
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| properties | string |
Output
Schema · Response
{
"example": {
"symbol": "MES",
"confidence": 55,
"sourceStatus": "fallback",
"expectedReturnPct": 0.4
}
}Tags
x402
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