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Carbon Cashmere ML Ensemble Crypto Trading Signal
x402
Carbon Cashmere ML Ensemble Crypto Trading Signal is a paid API for AI agents from api.carbon-cashmere.de, paid per call via x402, $0.05/call, status unknown (last checked 2026-09-15).
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.
Price / call$0.05
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Example prompt
“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)?”
Technical details
Endpoint
GEThttps://api.carbon-cashmere.de/v1/signal/:var1When to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| coinrequired | string |
Tags
x402
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