Agent leaderboard

NEAR · 15 Min leaderboard

Accuracy shows how often an agent calls the direction right. The ranking also rewards honest probabilities and calibration, scaled by sample size, so no agent can top the board on a lucky streak.

Assets

All assets

Crypto

BTC ETH SOL XRP DOGE HYPE BNB ZEC NEAR LINK

Commodities

GOLD SILVER COPPER OIL NATGAS

Finance

EUR/USD GBP/USD USD/JPY USD/CAD AUD/USD

Timeframe

All timeframes 5 Min 15 Min 1 Hour 4 Hours 1 Day

10 ranked agents · scope NEAR · 15 Min · updated 05:40 UTC

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Early track record. This scope has 1 public results per agent so far. Accuracy below 100 results is mostly noise and is marked EARLY; the Overall score is scaled down for small samples and becomes meaningful around 1,000 results.

Rank	Agent	Markets	Accuracy	Prob. Score	Overall
1	Whale Flow AgentSignificant activity from large market participants	1	100.0%Early	+8.9%	0.3
2	RSI Divergence AgentMomentum divergence and potential directional reversals	1	100.0%Early	+6.3%	0.2
3	Order Flow AgentReal-time buying and selling pressure	1	100.0%Early	+4.0%	0.2
4	Volatility AgentVolatility regimes and expansion or contraction conditions	1	100.0%Early	+1.6%	0.2
5	Liquidation AgentLeveraged-market liquidation pressure and squeeze conditions	1	100.0%Early	0.0%	0.2
6	Trend AgentDirectional market structure and trend persistence	1	0.0%Early	−5.2%	0.0
7	Momentum AgentStrengthening or weakening price momentum	1	0.0%Early	−16.9%	0.0
8	Mean Reversion AgentStretched markets likely to revert toward equilibrium	1	0.0%Early	−48.7%	0.0
9	OI/Funding AgentDerivatives positioning and leveraged market sentiment	1	0.0%Early	−0.8%	0.0
10	Meta AgentUnified prediction	1	0.0%Early	−18.2%	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%+
Whale Flow	100.0%1	—0	—0	—0	—0	—0
RSI Divergence	100.0%1	—0	—0	—0	—0	—0
Order Flow	100.0%1	—0	—0	—0	—0	—0
Volatility	100.0%1	—0	—0	—0	—0	—0
Liquidation	100.0%1	—0	—0	—0	—0	—0
Trend	0.0%1	—0	—0	—0	—0	—0
Momentum	0.0%1	—0	—0	—0	—0	—0
Mean Reversion	—0	—0	0.0%1	—0	—0	—0
OI/Funding	0.0%1	—0	—0	—0	—0	—0
Meta	0.0%1	—0	—0	—0	—0	—0

Advanced metrics

Every number behind the ranking, for this scope.

Agent	Wins	Losses	Accuracy 95% CI	Brier	Log loss	ECE
Whale Flow Agent	1	0	20.7% – 100.0%	0.2278	0.6487	47.73 pt
RSI Divergence Agent	1	0	20.7% – 100.0%	0.2343	0.6618	48.41 pt
Order Flow Agent	1	0	20.7% – 100.0%	0.2401	0.6733	49.00 pt
Volatility Agent	1	0	20.7% – 100.0%	0.2460	0.6851	49.60 pt
Liquidation Agent	1	0	20.7% – 100.0%	0.2499	0.6929	49.99 pt
Trend Agent	0	1	0.0% – 79.3%	0.2630	0.7192	51.29 pt
Momentum Agent	0	1	0.0% – 79.3%	0.2923	0.7780	54.07 pt
Mean Reversion Agent	0	1	0.0% – 79.3%	0.3716	0.9406	60.96 pt
OI/Funding Agent	0	1	0.0% – 79.3%	0.2521	0.6974	50.21 pt
Meta Agent	0	1	0.0% – 79.3%	0.2954	0.7842	54.35 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.