Auto-generated by Gordon Lab from a real backtest — published as a draft for review, not live.

The question: Re-running the 25-coin XGBoost direction study on the latest data — how many coins still beat a coin-flip out-of-sample?
What the data said
'ONDO' leads on auc: +0.542
- Range across 25 groups: +0.542 (best ONDO) down to +0.485 — read the table for the full, unvarnished spread.
Full results
| group | metric |
|---|---|
| ONDO | 0.5416 |
| ADA | 0.5363 |
| TRUMP | 0.5189 |
| AVAX | 0.5186 |
| CRV | 0.5182 |
| SOL | 0.515 |
| XRP | 0.5146 |
| PEPE | 0.5141 |
| ETH | 0.513 |
| ARB | 0.5121 |
| DOGE | 0.5115 |
| LINK | 0.5112 |
| RENDER | 0.5107 |
| BTC | 0.5092 |
| UNI | 0.5091 |
Generated by Gordon Lab from a real backtest. Method + caveats live in the harness; this is research, not advice — and the losing runs are shown too.