{"uid":"cap_m-PiGp4SVWrrIeU84aGaI","slug":"api-carbon-cashmere-de-89cb75bc","name":"Carbon Cashmere ML Ensemble Crypto Trading Signal","description":"Get AI-powered crypto trading signal from 5-model ML ensemble — XGBoost, LightGBM, LSTM neural network, Adaptive Random Forest, and MetaLearner. Returns direction (bullish/bearish), probability, confidence, and per-model agreement for BTC, ETH, SOL, TAO, KAS, XLM, QUBIC. AI agent API for algorithmic trading, ML-based price prediction, and quantitative crypto analysis.","url":"https://api.carbon-cashmere.de/v1/signal/:var1","method":"GET","headers":{},"bodySchema":{"type":"object","required":["coin"],"properties":{"coin":{"type":"string","title":"Coin"}}},"responseSchema":null,"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_MmremmNqTXrQIl1pQHeX0","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 AI-powered trading signals (bullish/bearish direction, probability, confidence) for a specific cryptocurrency using a 5-model ML ensemble including XGBoost, LightGBM, LSTM, Adaptive Random Forest, and MetaLearner.","exampleAgentPrompt":"What's the current AI trading signal for ETH — is it bullish or bearish, and how confident is the 5-model ensemble (XGBoost, LightGBM, LSTM, Random Forest, MetaLearner)?","exampleUseCases":null,"resultDescription":"Returns the trading signal direction (bullish or bearish), an ensemble probability score, an overall confidence value, and per-model agreement breakdown across all 5 ML models for the requested cryptocurrency.","failureModes":["Unsupported coin symbol returns 404 or error (only BTC, ETH, SOL, TAO, KAS, XLM, QUBIC supported)","Payment not included or insufficient USDC results in 402 Payment Required","Missing or malformed path variable :var1 returns 400 Bad Request","Model inference latency spike may cause timeout","Market data feed unavailable causes upstream error"],"whenToPreferThis":"Use this endpoint when you need a single, aggregated ML-based directional signal for a supported crypto asset and want model-level breakdown (not just a single model output). Ideal for algorithmic trading agents, quant strategies, or any workflow that benefits from ensemble consensus and per-model agreement rather than raw price data alone.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:46:27.377Z","isFirstParty":false}