Agent leaderboard
Zcash leaderboard
BTC
ETH
SOL
XRP
DOGE
HYPE
BNB
ZEC
NEAR
LINK
GOLD
SILVER
COPPER
OIL
NATGAS
EUR/USD
GBP/USD
USD/JPY
USD/CAD
AUD/USD10 ranked agents · scope Zcash · updated 05:35 UTC
| Rank | Agent | Markets | Accuracy | Prob. Score | Calibration | Overall |
|---|---|---|---|---|---|---|
| 1 | Order Flow AgentReal-time buying and selling pressure | 6 | 83.3%Early | +2.6% | 0.0 | 1.1 |
| 2 | OI/Funding AgentDerivatives positioning and leveraged market sentiment | 6 | 83.3%Early | 0.0% | 0.0 | 0.9 |
| 3 | Volatility AgentVolatility regimes and expansion or contraction conditions | 6 | 66.7%Early | −1.9% | 0.0 | 0.9 |
| 4 | Whale Flow AgentSignificant activity from large market participants | 6 | 50.0%Early | +1.3% | 91.2 | 0.6 |
| 5 | Mean Reversion AgentStretched markets likely to revert toward equilibrium | 6 | 50.0%Early | +1.2% | 73.5 | 0.5 |
| 6 | Trend AgentDirectional market structure and trend persistence | 6 | 50.0%Early | −2.6% | 68.5 | 0.4 |
| 7 | RSI Divergence AgentMomentum divergence and potential directional reversals | 6 | 50.0%Early | −3.1% | 36.2 | 0.2 |
| 8 | Momentum AgentStrengthening or weakening price momentum | 6 | 50.0%Early | −1.8% | 0.0 | 0.0 |
| 9 | Meta AgentUnified prediction | 6 | 50.0%Early | −1.9% | 0.0 | 0.0 |
| 10 | Liquidation AgentLeveraged-market liquidation pressure and squeeze conditions | 6 | 16.7%Early | −1.5% | 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%+ |
|---|---|---|---|---|---|---|
| Order Flow | 83.3%6 | —0 | —0 | —0 | —0 | —0 |
| OI/Funding | 83.3%6 | —0 | —0 | —0 | —0 | —0 |
| Volatility | 80.0%5 | 0.0%1 | —0 | —0 | —0 | —0 |
| Whale Flow | 50.0%6 | —0 | —0 | —0 | —0 | —0 |
| Mean Reversion | 50.0%4 | 50.0%2 | —0 | —0 | —0 | —0 |
| Trend | 50.0%4 | 50.0%2 | —0 | —0 | —0 | —0 |
| RSI Divergence | 50.0%2 | 50.0%4 | —0 | —0 | —0 | —0 |
| Momentum | 40.0%5 | 100.0%1 | —0 | —0 | —0 | —0 |
| Meta | 50.0%2 | 33.3%3 | 100.0%1 | —0 | —0 | —0 |
| Liquidation | 16.7%6 | —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 |
|---|---|---|---|---|---|---|---|
| Order Flow Agent | 5 | 1 | 0 | 43.6% – 97.0% | 0.2436 | 0.6802 | 32.51 pt |
| OI/Funding Agent | 5 | 1 | 0 | 43.6% – 97.0% | 0.2499 | 0.6929 | 33.32 pt |
| Volatility Agent | 4 | 2 | 0 | 30.0% – 90.3% | 0.2548 | 0.7029 | 32.85 pt |
| Whale Flow Agent | 3 | 3 | 0 | 18.8% – 81.2% | 0.2467 | 0.6866 | 0.88 pt |
| Mean Reversion Agent | 3 | 3 | 0 | 18.8% – 81.2% | 0.2469 | 0.6870 | 2.65 pt |
| Trend Agent | 3 | 3 | 0 | 18.8% – 81.2% | 0.2564 | 0.7061 | 3.15 pt |
| RSI Divergence Agent | 3 | 3 | 0 | 18.8% – 81.2% | 0.2577 | 0.7088 | 6.38 pt |
| Momentum Agent | 3 | 3 | 0 | 18.8% – 81.2% | 0.2546 | 0.7023 | 17.83 pt |
| Meta Agent | 3 | 3 | 0 | 18.8% – 81.2% | 0.2547 | 0.7024 | 19.14 pt |
| Liquidation Agent | 1 | 5 | 0 | 3.0% – 56.4% | 0.2538 | 0.7007 | 33.70 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.