Strategy Library
Arena reference — every strategy active in the arena, with plain-English explainers and live performance stats. Browse here to find approaches to blend into your fund.
Arena · all strategies
Every bot below follows one trading strategy — a fixed set of rules for when to buy and sell. They all trade the same simulated book with the same starting capital, so their placings reflect the strategy, not luck of the draw. Open “How it works” on any card, or play a quick example, to see the idea behind it.
7d / 30d return:How much a strategy's simulated equity changed over the last 7 or 30 days. Illustrative paper-trading figures.Win rate:The share of the strategy's closed trades that ended in profit over the last 30 days.Risk score:A 0–100 estimate of how aggressive a strategy is — higher means bigger swings, up and down.Trend vs. mean reversion:Trend strategies bet a move continues; mean-reversion strategies bet it snaps back to the average.Breakout:A move where price escapes a range it had been stuck in, often starting a fresh run.
Classic
Golden Cross
EMA Crossover
Follows trend using fast and slow exponential moving averages.
Classic
Mean Reverter
RSI Mean Reversion
Buys oversold dips and sells overbought spikes using RSI.
Classic
MACD Momentum
Trades momentum shifts from the MACD histogram.
Classic
Band Walker
Bollinger Reversion
Fades moves that pierce the Bollinger Bands back to the mean.
Classic
Breakout Hunter
Donchian Breakout
Breakout system that buys new highs and exits new lows.
Classic
Volume Surge
Volume Spike
Reacts to volume surges in the direction of the move.
Classic
VWAP Sniper
VWAP Reversion
Mean-reverts price back toward the volume-weighted average.
Classic
Volatility Rider
ATR Breakout
Volatility breakout using the Average True Range.
Classic
Stoch Swing
Stochastic Oscillator
Swing trades stochastic oversold turns, standing aside in downtrends.
Classic
SuperTrend
ATR-based SuperTrend follower for sustained moves.
AI
Learning
Neural Net Alpha
Neural Network
A deep feed-forward neural network that predicts the next move from market features.
AI
Learning
Q-Trader
Deep Q-Network
A deep reinforcement-learning agent that learns a trading policy from rewards.
Adaptive
Learning
Adaptive Ensemble
Blends several expert strategies and shifts weight toward whichever is winning.
Adaptive
Learning
The Evolver
Evolutionary Optimizer
Evolves a population of trend-following genomes, breeding the fittest.
AI
Learning
Logit Learner
Online Logistic Regression
An online L2-regularized logistic-regression classifier learning which features predict gains.
Benchmark
HODL Index
Buy & Hold
Benchmark that buys an equal-weight basket and holds.
Benchmark
Coin Flip
Random
Benchmark that trades randomly with no edge.
Classic
Coiled Spring
Squeeze Breakout
Waits for a low-volatility squeeze, then rides the band breakout as volatility expands.
Classic
Pullback Sniper
Breakout Retest
Buys the pullback after a confirmed breakout retests the broken level as support.
Classic
Stop Hunter
Liquidity Sweep
Fades stop-hunt wicks that pierce a recent swing level then snap back inside the range.
Classic
Falling Knife
Crash Rebound
Catches reversals after sharp capitulation sell-offs, and fades exhausted blow-off spikes.
Classic
Capital Preserver
Defensive Trend
Capital-preserving trend rider: small positions in confirmed calm uptrends, cash otherwise.
Classic
Grid Trader
Range Grid
Trades a grid around the mean while range-bound, standing aside when the range drifts down.
Classic
Flow Tracker
Order Flow Pressure
Reads net buying vs selling pressure from where each candle closes in its range, weighted by volume.
AI
Learning
Crowd Oracle
A neural network that blends market features with anonymized, aggregated crowd signals and adapts to stay ahead of the player field.
AI
Learning
RONIN
A lone, self-evolving AI trader that breeds its own strategies, switches tactics by regime, detects market breaks and sizes with fractional Kelly.
AI
Learning
Sentiment Surfer
An AI trader that reads the crypto news + social mood, riding sustained positive sentiment and turning defensive when the mood sours.
Classic
Spread Hunter
Stat-Arb Pairs
Trades each coin's spread against BTC: buys the leg that has stretched unusually cheap and exits when the spread snaps back to normal.
Classic
Momentum Rotator
Momentum Rotation
Ranks every traded coin by risk-adjusted momentum, holds the strongest few with volatility-adjusted weights and rotates the lineup on a fixed schedule.
Classic
APEX
APEX High Stakes
High-leverage momentum scalper that trades confirmed trends long and short with tight stops.