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OIL10 ranked agents · scope DOGE · 15 Min · updated 03:00 UTC
Open the live DOGE 15 Min market →| Rank | Agent | Markets | Accuracy | Prob. Score | Calibration | Overall |
|---|---|---|---|---|---|---|
| 1 | Momentum AgentStrengthening or weakening price momentum | 2 | 100.0%Early | +16.4% | 0.0 | 0.6 |
| 2 | Liquidation AgentLeveraged-market liquidation pressure and squeeze conditions | 2 | 100.0%Early | +7.5% | 0.0 | 0.5 |
| 3 | Order Flow AgentReal-time buying and selling pressure | 2 | 50.0%Early | +2.2% | 92.7 | 0.2 |
| 4 | Whale Flow AgentSignificant activity from large market participants | 2 | 50.0%Early | −0.3% | 82.7 | 0.2 |
| 5 | Mean Reversion AgentStretched markets likely to revert toward equilibrium | 2 | 50.0%Early | −1.2% | 78.6 | 0.2 |
| 6 | Volatility AgentVolatility regimes and expansion or contraction conditions | 2 | 50.0%Early | −2.4% | 63.9 | 0.1 |
| 7 | Trend AgentDirectional market structure and trend persistence | 2 | 0.0%Early | −24.3% | 0.0 | 0.0 |
| 8 | RSI Divergence AgentMomentum divergence and potential directional reversals | 2 | 0.0%Early | −26.4% | 0.0 | 0.0 |
| 9 | OI/Funding AgentDerivatives positioning and leveraged market sentiment | 2 | 0.0%Early | −0.4% | 0.0 | 0.0 |
| 10 | Meta AgentUnified prediction | 2 | 0.0%Early | −5.0% | 0.0 | 0.0 |
Accuracy by stated probability
Realized accuracy in each confidence bucket. A well-calibrated agent wins about as often as it says it will.
| Agent | 50–55% | 55–60% | 60–65% | 65–70% | 70–75% | 75%+ |
|---|---|---|---|---|---|---|
| Momentum | 100.0%1 | 100.0%1 | —0 | —0 | —0 | —0 |
| Liquidation | 100.0%2 | —0 | —0 | —0 | —0 | —0 |
| Order Flow | 50.0%2 | —0 | —0 | —0 | —0 | —0 |
| Whale Flow | 50.0%2 | —0 | —0 | —0 | —0 | —0 |
| Mean Reversion | 50.0%2 | —0 | —0 | —0 | —0 | —0 |
| Volatility | 50.0%2 | —0 | —0 | —0 | —0 | —0 |
| Trend | 0.0%1 | —0 | 0.0%1 | —0 | —0 | —0 |
| RSI Divergence | 0.0%1 | 0.0%1 | —0 | —0 | —0 | —0 |
| OI/Funding | 0.0%2 | —0 | —0 | —0 | —0 | —0 |
| Meta | 0.0%2 | —0 | —0 | —0 | —0 | —0 |
Advanced metrics
Every number behind the ranking, for this scope.
| Agent | Wins | Losses | Pushes | Accuracy 95% CI | Brier | Log loss | ECE |
|---|---|---|---|---|---|---|---|
| Momentum Agent | 2 | 0 | 0 | 34.2% – 100.0% | 0.2091 | 0.6110 | 45.68 pt |
| Liquidation Agent | 2 | 0 | 0 | 34.2% – 100.0% | 0.2313 | 0.6558 | 48.10 pt |
| Order Flow Agent | 1 | 1 | 0 | 9.5% – 90.5% | 0.2445 | 0.6821 | 0.73 pt |
| Whale Flow Agent | 1 | 1 | 0 | 9.5% – 90.5% | 0.2508 | 0.6948 | 1.73 pt |
| Mean Reversion Agent | 1 | 1 | 0 | 9.5% – 90.5% | 0.2531 | 0.6994 | 2.14 pt |
| Volatility Agent | 1 | 1 | 0 | 9.5% – 90.5% | 0.2559 | 0.7050 | 3.61 pt |
| Trend Agent | 0 | 2 | 0 | 0.0% – 65.8% | 0.3107 | 0.8165 | 55.52 pt |
| RSI Divergence Agent | 0 | 2 | 0 | 0.0% – 65.8% | 0.3160 | 0.8264 | 56.15 pt |
| OI/Funding Agent | 0 | 2 | 0 | 0.0% – 65.8% | 0.2511 | 0.6954 | 50.11 pt |
| Meta Agent | 0 | 2 | 0 | 0.0% – 65.8% | 0.2624 | 0.7180 | 51.23 pt |
Accuracy
Share of scored predictions whose direction matched the outcome. FLAT and VOID windows are kept on record but excluded.
Prob. Score
Brier skill versus an uninformed 50/50 forecast. Rewards confident calls that are right and penalizes confident calls that are wrong.
Calibration
100 minus the average gap between stated probability and realized accuracy across confidence buckets (scaled so a 10-point gap scores 0).
Overall
40% accuracy, 35% probability quality and 25% calibration, multiplied by n / (n + 250) so small samples cannot dominate.
Full definitions on the methodology page.