AUTONOMOUS QUANT RESEARCH

Strategy Testing Lab / 1M

Indicator combinations × price action. Every test uses a fixed 1:2 stop-loss / take-profit.

RISK 1 : REWARD 2
● BACKTEST MODE
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Fixed 1:2 R:R on every strategy. SL is 1R and TP is exactly 2R from entry; no trailing stops or timed exits. Historical rankings include assumed trading costs and can overfit. Only closed-candle signals enter on the next bar. Live 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
Loading entry rankings…
Confirmation indicatorVariantsBest net / tradeBest win
Loading confirmation rankings…

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 / Strict 1:2 exits
Fixed SL = 1R · Fixed TP = 2R

Only TP or SL closes a position; no trailing or time-limit exits. Open trades crossing a test-window boundary are excluded from completed trade statistics. If both levels occur in one candle, SL is assumed first. Modeled taker fees: 0.05% and slippage: 0.01% 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.