Best trading strategy by asset

We ran every launch strategy on each asset alone — 20 liquid Hyperliquid perps, 2024-08-15 → 2026-07-05, net of fees. 11 assets have a strategy that clears our Sharpe 1.0 bar, 5 are marginal, and 4 have no winner at all. All of it is below, including the misses.

By Keel Research · Data as of 2026-07-05 · how these backtests were produced

Has a working strategy

11 assets

At least one strategy clears the Sharpe 1.0 bar.

BTCStochastic Oversold-Reversal (Crypto)best Sharpe 1.22ETHMACD Crossover Strategy (Crypto)best Sharpe 1.21HYPEStochastic Oversold-Reversal (Crypto)best Sharpe 2.38XRPMulti-Indicator Confluence (Crypto)best Sharpe 1.54DOGEMACD Crossover Strategy (Crypto)best Sharpe 1.46kPEPEMean Reversion Strategy on Hyperliquidbest Sharpe 1.11SUISupertrend + Bollinger Combo (Crypto Perps)best Sharpe 1.09ENASupertrend Strategy (Crypto Perps)best Sharpe 1.50kBONKChannel Breakout Strategy on Hyperliquidbest Sharpe 1.18PENGUMACD Crossover Strategy (Crypto)best Sharpe 1.24WLDChannel Breakout Strategy on Hyperliquidbest Sharpe 1.39

Marginal

5 assets

Best strategy lands between 0.8 and 1.0 — proceed with caution.

SOLSupertrend Strategy (Crypto Perps)best Sharpe 0.83FARTCOINMean Reversion Strategy on Hyperliquidbest Sharpe 1.34AAVERSI Oversold-Recovery Strategy (Crypto)best Sharpe 0.89AVAXSupertrend Strategy (Crypto Perps)best Sharpe 0.85POPCATSupertrend Strategy (Crypto Perps)best Sharpe 0.90

No strategy clears the bar

4 assets

Nothing we tested worked well enough to run. We publish it anyway.

LINKMA Crossover (Golden Cross) Strategybest Sharpe 0.67BNBMA Crossover (Golden Cross) Strategybest Sharpe 0.62WIFSupertrend Strategy (Crypto Perps)best Sharpe 0.71LTCMA Crossover (Golden Cross) Strategybest Sharpe 0.29
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Questions

By-asset strategy FAQ

Which crypto has the best trading strategy?

Of the 20 liquid Hyperliquid perps we tested, 11 have at least one strategy clearing our Sharpe 1.0 bar, 5 are marginal, and 4 have no strategy that works well enough to run. Each per-asset page shows the full leaderboard.

Do trading strategies work on every coin?

No. On 4 of 20 assets, none of our tested strategies cleared the bar. Publishing those honest no-winner verdicts is the point — a strategy that only "works" on the coins you cherry-pick isn't a strategy.