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Carbon Cashmere ML Model Performance Leaderboard
x402
Carbon Cashmere ML Model Performance Leaderboard is a paid API for AI agents from api.carbon-cashmere.de, paid per call via x402, $0.03/call, status unknown (last checked 2026-09-14).
Returns a 180-day shadow-prediction performance overview for the champion ML model (v3_tsfresh) across up to 33 cryptocurrencies, ranked by prediction accuracy and edge over coinflip.
Price / call$0.03
Success—
StatusUnknown
How this service works
Professional crypto market intelligence. Real-time prices, signals, and market scoring.
Output
A JSON object containing: summary stats (average best accuracy, count of coins above/below coinflip), list of models tracked, coins coverage count, and a per-coin breakdown with total prediction samples, accuracy rate, and edge vs coinflip in basis points for each cryptocurrency.
Example use cases
Example prompt
“Show me the Carbon Cashmere ML model performance leaderboard — I want to see which coins the v3_tsfresh champion model predicts best over the last 180 days, ranked by accuracy and edge over coinflip.”
Technical details
Endpoint
GEThttps://api.carbon-cashmere.de/v1/model-performanceWhen to prefer
Use this endpoint when you need a high-level benchmark of ML model accuracy across many coins over a long lookback window, particularly to identify which assets are most predictable. Prefer this over live signal endpoints when you want historical model validation data rather than a current trading signal.
Side effects
- Insufficient data: coin excluded if fewer than 30 prediction samples
- Stale or unavailable shadow prediction data may return cached or null results
- Network/service downtime returns a non-200 HTTP error
- Some coins may appear in summary counts but have truncated detail in per-coin performance
Input
{
"input": {
"type": "http",
"method": "GET",
"queryParams": {}
}
}Schema · Request body
| Field | Type | Description |
|---|---|---|
| properties | string |
Output
{
"_meta": {
"source": "ml_shadow_predictions_180d",
"warnings": null,
"cache_hit": false,
"timestamp": "2026-05-25T04:32:58Z",
"disclaimer": "Informational research data only — not investment advice.",
"data_points": null
},
"lookback_days": 180,
"summary_stats": {
"avg_best_accuracy": 0.5119,
"coins_above_coinflip": 22,
"coins_below_coinflip": 11
},
"coins_coverage": 33,
"models_tracked": [
"v3_tsfresh"
],
"per_coin_performance": {
"ADA": {
"v3_tsfresh": {
"total": 3278,
"accuracy": 0.5702,
"edge_vs_coinflip_bps": 701.6
}
},
"BCH": {
"v3_tsfresh": {
"total": 3774,
"accuracy": 0.518,
"edge_vs_coinflip_bps": 180.2
}
},
"BGB": {
"v3_tsfresh": {
"total": 3080,
"accuracy": 0.613,
"edge_vs_coinflip_bps": 1129.9
}
},
"BTC": {
"v3_tsfresh": {
"total": 4465,
"accuracy": 0.4833,
"edge_vs_coinflip_bps": -166.9
}
},
"CRO": {
"v3_tsfresh": {
"total": 3168,
"accuracy": 0.5316,
"edge_vs_coinflip_bps": 315.7
}
},
"DOT": {
"v3_tsfresh": {
"total": 3593,
"accuracy": 0.5447,
"edge_vs_coinflip_bps": 446.7
}
},
"ETC": {
"v3_tsfresh": {
"total": 3346,
"accuracy": 0.5173,
"edge_vs_coinflip_bps": 173.3
}
},
"ETH": {
"v3_tsfresh": {
"total": 4583,
"accuracy": 0.5359,
"edge_vs_coinflip_bps": 358.9
}
},
"ICP": {
"v3_tsfresh": {
"total": 3840,
"accuracy": 0.5784,
"edge_vs_coinflip_bps": 783.9
}
},
"KAS": {
"v3_tsfresh": {
"total": 3819,
"accuracy": 0.4883,
"edge_vs_coinflip_bps": -116.5
}
},
"LTC": {
"v3_tsfresh": {
"total": 3674,
"accuracy": 0.5155,
"edge_vs_coinflip_bps": 155.1
}
},
"MNT": {
"v3_tsfresh": {
"total": 3048,
"accuracy": 0.4669,
"edge_vs_coinflip_bps": -331.4
}
},
"SKY": {
"v3_tsfresh": {
"total": 3825,
"accuracy": 0.5046,
"edge_vs_coinflip_bps": 45.8
}
},
"SOL": {
"v3_tsfresh": {
"total": 3947,
"accuracy": 0.4948,
"edge_vs_coinflip_bps": -51.9
}
},
"SUI": {
"v3_tsfresh": {
"total": 3933,
"accuracy": 0.4867,
"edge_vs_coinflip_bps": -133.5
}
},
"TAO": {
"v3_tsfresh": {
"total": 3753,
"accuracy": 0.5079,
"edge_vs_coinflip_bps": 78.6
}
},
"TON": {
"v3_tsfresh": {
"total": 3625,
"accuracy": 0.5206,
"edge_vs_coinflip_bps": 205.5
}
},
"TRX": {
"v3_tsfresh": {
"total": 4070,
"accuracy": 0.3961,
"edge_vs_coinflip_bps": -1039.3
}
},
"UNI": {
"v3_tsfresh": {
"total": 3840,
"accuracy": 0.5456,
"edge_vs_coinflip_bps": 455.7
}
},
"XLM": {
"v3_tsfresh": {
"total": 3582,
"accuracy": 0.5782,
"edge_vs_coinflip_bps": 781.7
}
},
"XMR": {
"v3_tsfresh": {
"total": 3809,
"accuracy": 0.4757,
"edge_vs_coinflip_bps": -242.8
}
},
"XRP": {
"v3_tsfresh": {
"total": 3652,
"accuracy": 0.5123,
"edge_vs_coinflip_bps": 123.2
}
},
"ZEC": {
"v3_tsfresh": {
"total": 896,
"accuracy": 0.3214,
"edge_vs_coinflip_bps": -1785.7
}
},
"AAVE": {
"v3_tsfresh": {
"total": 2925,
"accuracy": 0.5545,
"edge_vs_coinflip_bps": 545.3
}
},
"AVAX": {
"v3_tsfresh": {
"total": 3816,
"accuracy": 0.5254,
"edge_vs_coinflip_bps": 254.2
}
},
"DOGE": {
"v3_tsfresh": {
"total": 3609,
"accuracy": 0.524,
"edge_vs_coinflip_bps": 239.7
}
},
"HBAR": {
"v3_tsfresh": {
"total": 3232,
"accuracy": 0.5223,
"edge_vs_coinflip_bps": 222.8
}
},
"HYPE": {
"v3_tsfresh": {
"total": 3685,
"accuracy": 0.3707,
"edge_vs_coinflip_bps": -1293.1
}
},
"LINK": {
"v3_tsfresh": {
"total": 3566,
"accuracy": 0.4795,
"edge_vs_coinflip_bps": -204.7
}
},
"NEAR": {
"v3_tsfresh": {
"total": 3868,
"accuracy": 0.5535,
"edge_vs_coinflip_bps": 535.2
}
},
"ONDO": {
"v3_tsfresh": {
"total": 3780,
"accuracy": 0.4669,
"edge_vs_coinflip_bps": -330.7
}
},
"PEPE": {
"v3_tsfresh": {
"total": 3625,
"accuracy": 0.6323,
"edge_vs_coinflip_bps": 1322.8
}
},
"SHIB": {
"v3_tsfresh": {
"total": 3234,
"accuracy": 0.5578,
"edge_vs_coinflip_bps": 578.2
}
}
},
"top_performing_coins": [
{
"coin": "PEPE",
"edge_bps": 1323,
"best_accuracy": 0.6323
},
{
"coin": "BGB",
"edge_bps": 1130,
"best_accuracy": 0.613
},
{
"coin": "ICP",
"edge_bps": 784,
"best_accuracy": 0.5784
},
{
"coin": "XLM",
"edge_bps": 782,
"best_accuracy": 0.5782
},
{
"coin": "ADA",
"edge_bps": 702,
"best_accuracy": 0.5702
},
{
"coin": "SHIB",
"edge_bps": 578,
"best_accuracy": 0.5578
},
{
"coin": "AAVE",
"edge_bps": 545,
"best_accuracy": 0.5545
},
{
"coin": "NEAR",
"edge_bps": 535,
"best_accuracy": 0.5535
},
{
"coin": "UNI",
"edge_bps": 456,
"best_accuracy": 0.5456
},
{
"coin": "DOT",
"edge_bps": 447,
"best_accuracy": 0.5447
},
{
"coin": "ETH",
"edge_bps": 359,
"best_accuracy": 0.5359
},
{
"coin": "CRO",
"edge_bps": 316,
"best_accuracy": 0.5316
},
{
"coin": "AVAX",
"edge_bps": 254,
"best_accuracy": 0.5254
},
{
"coin": "DOGE",
"edge_bps": 240,
"best_accuracy": 0.524
},
{
"coin": "HBAR",
"edge_bps": 223,
"best_accuracy": 0.5223
}
],
"min_samples_per_model": 30
}Schema · Response
{
"type": "json",
"example": {
"_meta": {
"disclaimer": "Informational research data only — not investment advice."
},
"lookback_days": 180,
"summary_stats": {
"avg_best_accuracy": 0.6123,
"coins_above_coinflip": 15,
"coins_below_coinflip": 10
},
"coins_coverage": 25,
"models_tracked": [
"v3_tsfresh"
],
"per_coin_performance": {
"BTC": {
"v3_tsfresh": {
"total": 753,
"accuracy": 0.6228,
"edge_vs_coinflip_bps": 1228
}
}
},
"top_performing_coins": [
{
"coin": "BTC",
"edge_bps": 1458,
"best_accuracy": 0.6458
}
],
"min_samples_per_model": 30
}
}Tags
x402
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