{"uid":"cap_w3h7QKokm5_fLRoqvjQmD","slug":"kronos-signals-bnb-price-direction-forecast-7ed7faa5","name":"Kronos Signals BNB Price Direction Forecast","description":"BNB (BNB) price direction forecast. Kronos-base (60-path Monte-Carlo) ML model, cached ~20 min — switched from the composite heuristic 2026-07-10. Measured on predictions actually served: 52.5% directional over 3,700+ scored BNB forecasts. Prior composite record (42.9%/n147) retained at /api/stats. Falls back to the composite heuristic if the cache is briefly stale. Pay-per-call via x402 on Base USDC. Live scored track record at /api/stats — not a backtest.","url":"https://kronossignals.com/api/v1/forecast/bnb","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"pathParams":{"type":"object"},"queryParams":{"type":"object","properties":{"horizon":{"enum":["1h","4h","24h"],"type":"string","default":"1h","description":"Forecast horizon: 1h = 1-hour candles, 4h = 4-hour candles, 24h = daily candles"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"beta":true,"asset":"BNB-USD","model":"kronos-signal-composite-v2 (fallback)","price":{"atr":8,"close":600},"cached":true,"source":"Binance","horizon":"1h","forecast":{"up_prob":0.5,"quantiles":null,"range_low":588,"confidence":0.25,"range_high":612,"horizon_bars":20,"expected_close":null,"pred_volatility":null},"disclaimer":"Beta composite forecast for BNB-USD. Informational only, not financial advice.","model_type":"composite","generated_at":"2026-07-03T10:00:00.000Z","accuracy_note":"Beta: composite model, directional accuracy not yet established for this asset — priced at the $0.001 beta tier.","cache_age_seconds":180}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","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":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_wTpiwobuVLb2UBGNVLQb3","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a composite technical-indicator-based directional probability forecast for BNB price movement at configurable time horizons","exampleAgentPrompt":"What's the current directional forecast for BNB over the next 4 hours — is it leaning bullish or bearish, and what's the probability range?","exampleUseCases":null,"resultDescription":"Returns a JSON object with up_prob (probability of upward price movement), range_low and range_high (expected price range), a beta flag indicating the model is in beta/pre-ML stage, and an accuracy_note explaining that directional accuracy has not yet been established for BNB. The composite model uses EMA(20/50), RSI(14), MACD(12,26,9), ATR(14), ROC(10), and channel heuristics derived from Binance klines.","failureModes":["Payment not included or insufficient USDC — 402 Payment Required","Invalid or unsupported horizon value — 400 Bad Request","Binance klines data unavailable or stale — 503 or degraded response","Beta model limitations: directional accuracy not yet established, accuracy_note will warn","Network timeout if Binance upstream is slow"],"whenToPreferThis":"Use this endpoint when you need a quick, pay-per-call BNB price directional signal based on classical technical indicators (EMA, RSI, MACD, ATR, ROC) without committing to a subscription. Ideal for agents that need lightweight, on-demand BNB signal enrichment at 1h, 4h, or 24h horizons. Note the beta caveat: ML model is not yet deployed for BNB and accuracy is unestablished — prefer for exploratory or supplementary signals, not as a sole trading decision input.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:53:34.267Z","isFirstParty":false}