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Carbon & Cashmere Anomaly Detection API – SOL
x402
Carbon & Cashmere Anomaly Detection API – SOL is a paid API for AI agents from api.carbon-cashmere.de, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-15).
Detects statistical anomalies in Solana (SOL) crypto market data using STL decomposition, z-score analysis, and isolation forest ML methods, returning an anomaly flag, score, severity, and top drivers.
Price / call$0.01
Success—
StatusUnknown
How this service works
Professional crypto market intelligence. Real-time prices, signals, and market scoring.
Output
Returns a JSON object with an anomaly_flag (boolean), anomaly_score (0–1), severity label (e.g. 'elevated'), and method-level breakdowns: STL residual z-score and seasonal strength, z-scores for volume/funding/returns, and an isolation forest outlier score. Also includes top_drivers list showing which features contribute most to the anomaly, plus a disclaimer that data is informational only.
Example use cases
Detect SOL trading outliers now
“Run an anomaly check on Solana's market right now — I want to know if anything looks statistically weird with volume, funding rates, or price action, and how severe it is.”
SOL volatility alert before trade
“Before I put in a large SOL position, check if there are any active market anomalies — give me the anomaly flag, score, and the top drivers so I know if conditions are abnormal.”
Monitor Solana for unusual activity
“Keep an eye on Solana's market behavior and let me know if the isolation forest or z-score methods flag anything unusual — I want the severity level and what features are contributing most.”
Technical details
Endpoint
GEThttps://api.carbon-cashmere.de/v1/anomaly/SOLWhen to prefer
Use this endpoint when you need a multi-method statistical anomaly signal specifically for SOL, combining time-series decomposition (STL), z-score across multiple market dimensions, and ML isolation forest in a single call. Prefer this over generic price feeds when you need an actionable anomaly flag with severity and driver attribution rather than raw price data.
Side effects
- Invalid or unsupported symbol returns an error response
- Upstream market data unavailability may cause stale or missing results
- Payment failure (x402) results in 402 Payment Required with no data returned
- Network timeout if data pipeline is delayed
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| properties | string |
Output
Schema · Response
{
"type": "json",
"example": {
"_meta": {
"disclaimer": "Informational research data only — not investment advice."
},
"symbol": "BTC",
"methods": {
"stl": {
"residual_z": 2.1,
"seasonal_strength": 0.34
},
"zscore": {
"volume_z": 3.1,
"funding_z": -1.2,
"returns_z": 2.8
},
"isoforest": {
"score": -0.18,
"is_outlier": true
}
},
"severity": "elevated",
"top_drivers": [
{
"value": 3.1,
"feature": "volume_z",
"contribution": 0.42
}
],
"anomaly_flag": true,
"anomaly_score": 0.73
}
}Tags
x402
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