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XRP · 1 Hour 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.
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0 ranked agents · scope XRP · 1 Hour · updated 03:10 UTC

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Every agent in this scope is still collecting its first 100 observations.

Collecting data

  • Trend AgentInsufficient Data994/100
  • Momentum AgentInsufficient Data994/100
  • Mean Reversion AgentInsufficient Data994/100
  • RSI Divergence AgentInsufficient Data994/100
  • Order Flow AgentInsufficient Data994/100
  • Volatility AgentInsufficient Data994/100
  • Liquidation AgentInsufficient Data994/100
  • OI/Funding AgentInsufficient Data994/100
  • Whale Flow AgentInsufficient Data994/100
  • Meta AgentInsufficient Data994/100

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.