# Kronos Similar Markets Outcome Stats

> Kronos Similar Markets Outcome Stats is a paid API for AI agents from kronos.seshat.markets, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-14).

Returns historical outcome statistics for markets similar to a given financial instrument, enabling cross-market pattern recognition and probabilistic forecasting.

## Facts

- Endpoint: GET https://kronos.seshat.markets/api/feeds/similar-markets/outcome-stats
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kronos-similar-markets-outcome-stats-7b712e20
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KPptWo1Lw-bgCVF0cVxCD

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability kronos-similar-markets-outcome-stats-7b712e20
```

Example prompt: Pull up the similar-markets outcome stats from Kronos for Bitcoin — I want to see how analogous assets historically resolved so I can gauge the probability of the current move continuing.

## When to prefer this

Choose this endpoint when you need to ground a financial forecast in historical analogs — specifically to understand how similar markets have resolved in comparable setups. It is distinct from direct price prediction endpoints in that it provides cross-market pattern matching and base-rate outcome statistics rather than a single point forecast.

## Known failure modes

- No similar markets found for the queried instrument returns empty or null result set
- Invalid or unrecognized market identifier returns 400 or error response
- Payment failure via x402 USDC micropayment returns 402 Payment Required
- Rate limiting or quota exhaustion returns 429
- Stale or insufficient historical data may yield low-confidence statistics

## How this service works

Kronos financial intelligence API: crypto, commodities, and pre-market equities. Multi-timeframe price-path forecasts with x402 USDC micropayments.

## Output

A dataset of historical outcome statistics drawn from markets that exhibit similar behavioral patterns to the queried instrument. Likely includes probability distributions, directional outcome frequencies, average move magnitudes, and resolution timeframes across multiple historical analogs.

## Request schema (JSON Schema)

```json
{
 "properties": {
  "input": {
   "required": [
    "method"
   ],
   "properties": {
    "method": {
     "enum": [
      "GET"
     ],
     "type": "string"
    },
    "pathParams": {
     "type": "object"
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/kronos-similar-markets-outcome-stats-7b712e20/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kronos.seshat.markets](https://www.zero.xyz/host/kronos.seshat.markets/llms.txt)