{"uid":"cap_zvb0A6eXNrzY1DQLQabWq","slug":"losbeto-market-intelligence-crypto-price-forecast-23b60ab9","name":"Losbeto Market Intelligence — Crypto Price Forecast","description":"Machine-learning price forecast running entirely on this node: quantile gradient boosting (p10/p50/p90 bands) over 6h, 24h, 3d or 7d horizons for BTC, ETH, SOL, BNB, XRP, DOGE, ADA and LINK, trained on the node's OWN...","url":"https://api.losbeto.xyz/forecast?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","properties":{"queryParams":{"type":"object","required":["horizon","symbol"],"properties":{"symbol":{"type":"string","description":"Asset ticker, e.g. AAPL, TSLA, BTC, GOLD"},"horizon":{"type":"string","description":"horizon parameter"}}}}},"output":{"type":"object","properties":{"example":{"type":"object","description":"Machine-learning price forecast running entirely on this node: quantile gradient boosting (p10/p50/p90 bands) over 6h, 24h, 3d or 7d horizons for BTC, ETH, SOL, BNB, XRP, DOGE, ADA and LINK, trained on the node's OWN collected price history, with walk-forward backtest error (MAPE) published in every answer. No external AI API, no GPU. Not financial advice."}}}}},"responseSchema":{"type":"json"},"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_p6lSZcEoEnbbuVxFangs6","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 quantile gradient-boosting price forecasts (p10/p50/p90 bands) for major cryptocurrencies over selectable horizons (6h, 24h, 3d, 7d), including walk-forward MAPE backtest error.","exampleAgentPrompt":"What's the quantile gradient-boosting price forecast for BTC over the next 24 hours — give me the p10, p50, and p90 bands along with the backtest error?","exampleUseCases":[{"title":"DeFi position sizing with uncertainty bands","prompt":"Give me the 7-day price forecast for ETH with the full p10, p50, and p90 confidence bands so I can decide how much collateral buffer I need for my DeFi position."},{"title":"Intraday crypto trading signal check","prompt":"What does the 6-hour forecast look like for SOL right now — specifically the p10 and p90 range and the model's backtest MAPE so I can gauge how reliable it is?"},{"title":"Weekly portfolio review for altcoins","prompt":"Run me a 3-day price forecast for ADA and LINK so I can review my altcoin exposure heading into the weekend — include the uncertainty bands and model accuracy."}],"resultDescription":"A JSON object containing quantile price forecast bands (p10, p50, p90) for the requested cryptocurrency over the specified horizon, alongside the walk-forward backtest MAPE error metric computed from the node's own collected price history. All inference runs locally with no external AI API.","failureModes":["Unsupported symbol returns an error or empty result — only BTC, ETH, SOL, BNB, XRP, DOGE, ADA, LINK are supported","Invalid or missing horizon parameter (must be one of 6h, 24h, 3d, 7d) causes a bad request error","Payment failure (x402) if USDC balance is insufficient — call costs $0.05 per request","Stale model if the node's locally collected price history is lagging or interrupted","No response if the node is offline or unreachable"],"whenToPreferThis":"Choose this endpoint when you need probabilistic crypto price forecasts with explicit uncertainty quantification (p10/p50/p90 bands) and published backtest accuracy (MAPE), rather than a single point estimate. Ideal for agents that need to reason about downside risk or position sizing. Prefer this over generic price-data endpoints when you need forward-looking predictions rather than current or historical prices, and over external AI forecast APIs when you want a self-contained, node-local model with verifiable backtest metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T00:35:30.011Z","isFirstParty":false,"canonicalSlug":"losbeto-market-intelligence-crypto-price-forecast-23b60ab9"}