{"uid":"cap_tyNRyLATU9XgKGJii4NAm","slug":"kronos-quant-signal-historical-analogs-endpoint-4a39e9da","name":"Kronos Quant Signal – Historical Analogs Endpoint","description":"Kronos financial intelligence API: crypto, commodities, and pre-market equities. Multi-timeframe price-path forecasts with x402 USDC micropayments.","url":"https://kronos.seshat.markets/api/feeds/kronos/historical-analogs/%7BsymbolKey%7D","method":"GET","headers":{},"bodySchema":{"properties":{"input":{"required":["method"],"properties":{"method":{"enum":["GET"],"type":"string"},"pathParams":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_JCHLCxXzCMG22vK0gprED","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Retrieves historical price-path analogs for a given financial symbol to support multi-timeframe forecasting of crypto, commodities, and pre-market equities.","exampleAgentPrompt":"Pull the historical price-path analogs for BTC-USD from Kronos so I can see which past market cycles most closely match current conditions and get a multi-timeframe forecast signal.","exampleUseCases":[{"title":"Crypto trading signal research","prompt":"Find the historical analog patterns for ETH-USD on Kronos — I want to see which past price cycles look most like now and what happened next."},{"title":"Commodity price forecast preparation","prompt":"Get me the historical analogs for gold from Kronos Quant Signal so I can see what past periods matched current price structure and build a forecast around it."},{"title":"Pre-market equity pattern matching","prompt":"Pull the Kronos historical analogs for SPY pre-market so I can compare today's setup to similar past periods and gauge likely price paths."}],"resultDescription":"Returns a set of historical price-path analog periods that statistically resemble the current market structure for the requested symbol, including pattern similarity scores and multi-timeframe directional signals useful for quantitative forecasting.","failureModes":["Invalid or unsupported symbolKey returns a 404 or error response","Payment failure via x402 USDC micropayment blocks access and returns 402","Stale or missing data for low-liquidity symbols may yield sparse analog sets","Rate limiting or quota exceeded returns 429","Network timeout if market data pipeline is delayed"],"whenToPreferThis":"Use this endpoint when you need historically-grounded price-path forecasting for crypto assets, commodities, or pre-market equities — specifically when you want to identify past market cycles that are statistically similar to current conditions. Prefer it over generic price feeds when the goal is pattern-matched analog-based forecasting rather than raw price data or sentiment analysis.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T18:30:26.445Z","isFirstParty":false}