AUTONOMOUS QUANT RESEARCH

Strategy Testing Lab / 1M

Indicator combinations × price action × exits. Rank on net performance, not just win rate.

● BACKTEST MODE
↓ Export leaderboard
Backtests are not winning guarantees. Rankings are historical after assumed futures fees and slippage; ongoing strategy search repeatedly reuses the data and can overfit. Signals are based only on closed bars; entries occur at the following bar. Real orders remain disabled.
Strategies tested
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Combinations generated so far
Active combinations
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Weak variants retired over time
Validation + holdout positive
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Historical only; not independently proven
Data coverage
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BTC · ETH · SOL futures · 1m

Research status

Connecting to results…
Running indicator calculations and backtests. Data will appear after the first completed research run.

Historical strategy leaderboard

# / Strategy & ConfirmationsExit planTrain tradesValidation tradesValidation win%Validation net/tradeValidation total ($)Holdout win%Holdout net/tradeAssessment
Waiting for historical tests…
bps = 0.01% of notional. Approximate simulated P/L for $1,000 notional: 1 bps = $0.10. Holdout is reported, not used to rank, but repeatedly inspecting it weakens independence.

Best-performing entry indicators

Ranked by their strongest qualifying historical combination, not as standalone indicators
Entry indicator / price actionVariantsBest net / tradeBest win
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Confirmation indicatorVariantsBest net / tradeBest win
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Testing methodology

Designed to reduce look-ahead bias
01 / No repainting
Candle-close confirmation

Compute signals using known completed candles. Simulated entries occur on the next 1-minute candle's open, never retroactively.

02 / Conservative fills
Stop first if both levels hit

Intrabar sequence is unknown from OHLCV alone. Ambiguous TP/SL events assume the adverse stop triggers first. Apply assumed 0.05% taker fee and 0.01% slippage per side.

03 / Chronological validation
60% / 20% / 20%

Train, validation and later-date holdout windows with 40-minute gaps. New indicator combinations are added on recurring test cycles; repeatedly viewing a holdout still introduces bias.