{"uid":"cap_x8bL1pv0oQdQK9QnkT_RX","slug":"api-carbon-cashmere-de-9b1ae4ec","name":"Carbon Cashmere Crypto ML Trading Signal","description":"Professional crypto market intelligence. Real-time prices, signals, and market scoring.","url":"https://api.carbon-cashmere.de/v1/signal/BTC","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"properties":{"type":"string"}}},"responseSchema":{"type":"json","example":{"coin":"BTC","regime":"distribution","predictions":[{"agent":"ml_ensemble","hit_rate":0.65,"direction":"bullish","confidence":0.72}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"down","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_RMiccNsI3_TWeHGhMVaoe","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns an AI-powered directional trading signal (bullish/bearish) for a specified cryptocurrency, generated by a 5-model ML ensemble including XGBoost, LightGBM, LSTM, Adaptive Random Forest, and MetaLearner, with confidence scores and per-model probabilities.","exampleAgentPrompt":"What's the current ML ensemble trading signal for BTC — is it bullish or bearish, and how confident is the model?","exampleUseCases":[{"title":"Solana directional signal with confidence","prompt":"What's the AI ensemble saying about SOL right now — is it leaning bullish or bearish, and how strong is the confidence score across the models?"},{"title":"BTC market regime and XGBoost breakdown","prompt":"What market regime is Bitcoin currently in, and how are the individual models like XGBoost and LightGBM voting on its direction?"},{"title":"Multi-agent ETH prediction comparison","prompt":"Give me the latest trading signal for ETH from the ML ensemble — I want to see how the scanner agent, analyst agent, and the machine learning models each weigh in on the direction."}],"resultDescription":"Returns JSON with: coin symbol, market regime (e.g. high_volatility/bullish/bearish), ML signal object containing direction (bullish/bearish), probability (0-1), confidence score, ensemble_used flag, gated flag, and sub-model probabilities for XGBoost, LightGBM, and online_prob. Also includes a predictions array from multiple agents (ml_ensemble, scanner_agent, analyst_agent) each with their own direction, confidence, hit_rate, and result. Includes updated_at timestamp and x402_price.","failureModes":["Unsupported coin symbol in path returns 404 or error","x402 payment not included or insufficient returns 402 Payment Required","Ensemble gated=true means the model withheld a signal due to low confidence","Stale data if updated_at is older than expected refresh interval","Network timeout if the ML inference pipeline is slow"],"whenToPreferThis":"Use this endpoint when you need a ready-made ML ensemble directional signal for supported crypto assets (BTC, ETH, SOL, TAO, KAS, XLM, QUBIC) without running your own models. Prefer this over raw technical indicators when you want a single consensus prediction with confidence metrics and per-model breakdown already computed. Ideal for algorithmic trading agents that need a quick buy/sell signal with probabilistic backing rather than raw OHLCV data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T18:56:17.784Z","isFirstParty":false}