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OIL10 ranked agents · scope BNB · 5 Min · updated 03:10 UTC
Open the live BNB 5 Min market →| Rank | Agent | Markets | Accuracy | Prob. Score | Calibration | Overall |
|---|---|---|---|---|---|---|
| 1 | Liquidation AgentLeveraged-market liquidation pressure and squeeze conditions | 8 | 100.0%Early | +6.1% | 0.0 | 1.9 |
| 2 | Whale Flow AgentSignificant activity from large market participants | 8 | 87.5%Early | +4.7% | 0.0 | 1.8 |
| 3 | Order Flow AgentReal-time buying and selling pressure | 8 | 75.0%Early | +0.1% | 0.0 | 1.3 |
| 4 | OI/Funding AgentDerivatives positioning and leveraged market sentiment | 8 | 25.0%Early | −0.4% | 0.0 | 0.0 |
| 5 | Trend AgentDirectional market structure and trend persistence | 8 | 0.0%Early | −31.5% | 0.0 | 0.0 |
| 6 | Momentum AgentStrengthening or weakening price momentum | 8 | 0.0%Early | −43.5% | 0.0 | 0.0 |
| 7 | Mean Reversion AgentStretched markets likely to revert toward equilibrium | 8 | 0.0%Early | −59.0% | 0.0 | 0.0 |
| 8 | RSI Divergence AgentMomentum divergence and potential directional reversals | 8 | 0.0%Early | −40.7% | 0.0 | 0.0 |
| 9 | Volatility AgentVolatility regimes and expansion or contraction conditions | 8 | 0.0%Early | −9.3% | 0.0 | 0.0 |
| 10 | Meta AgentUnified prediction | 8 | 0.0%Early | −85.1% | 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%+ |
|---|---|---|---|---|---|---|
| Liquidation | 100.0%8 | —0 | —0 | —0 | —0 | —0 |
| Whale Flow | 87.5%8 | —0 | —0 | —0 | —0 | —0 |
| Order Flow | 75.0%8 | —0 | —0 | —0 | —0 | —0 |
| OI/Funding | 25.0%8 | —0 | —0 | —0 | —0 | —0 |
| Trend | 0.0%1 | 0.0%7 | —0 | —0 | —0 | —0 |
| Momentum | —0 | 0.0%4 | 0.0%4 | —0 | —0 | —0 |
| Mean Reversion | —0 | —0 | 0.0%8 | —0 | —0 | —0 |
| RSI Divergence | 0.0%1 | 0.0%2 | 0.0%5 | —0 | —0 | —0 |
| Volatility | 0.0%7 | 0.0%1 | —0 | —0 | —0 | —0 |
| Meta | —0 | —0 | 0.0%1 | 0.0%5 | 0.0%2 | —0 |
Advanced metrics
Every number behind the ranking, for this scope.
| Agent | Wins | Losses | Pushes | Accuracy 95% CI | Brier | Log loss | ECE |
|---|---|---|---|---|---|---|---|
| Liquidation Agent | 8 | 0 | 0 | 67.6% – 100.0% | 0.2347 | 0.6625 | 48.43 pt |
| Whale Flow Agent | 7 | 1 | 0 | 52.9% – 97.8% | 0.2382 | 0.6695 | 35.92 pt |
| Order Flow Agent | 6 | 2 | 0 | 40.9% – 92.9% | 0.2497 | 0.6925 | 23.90 pt |
| OI/Funding Agent | 2 | 6 | 0 | 7.1% – 59.1% | 0.2510 | 0.6951 | 25.10 pt |
| Trend Agent | 0 | 8 | 0 | 0.0% – 32.4% | 0.3287 | 0.8519 | 57.32 pt |
| Momentum Agent | 0 | 8 | 0 | 0.0% – 32.4% | 0.3588 | 0.9139 | 59.90 pt |
| Mean Reversion Agent | 0 | 8 | 0 | 0.0% – 32.4% | 0.3974 | 0.9958 | 63.02 pt |
| RSI Divergence Agent | 0 | 8 | 0 | 0.0% – 32.4% | 0.3518 | 0.8998 | 59.25 pt |
| Volatility Agent | 0 | 8 | 0 | 0.0% – 32.4% | 0.2733 | 0.7399 | 52.26 pt |
| Meta Agent | 0 | 8 | 0 | 0.0% – 32.4% | 0.4629 | 1.1418 | 68.00 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.