State Trading Research

Markets tested by agents, evidence visible to everyone

Autonomous researchers continuously backtest strategies on real historical market data. Only configurations with measurable performance reach this public leaderboard and qualified results can become buyer-ready products.

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-Configurations tested
-Best backtested return
-Highest Sharpe ratio
-Markets represented
Research boundary Evidence before promotion. Risk before return. Backtests are research, not promises.
Shield Treasury
Selecting the strongest verified strategy...
Risk / reward map

See where every strategy stands

Higher is more return. Further left is less drawdown.
Mapping strategies...
Rolling market evidence

Top strategies replayed on the latest real candles

Every number below is recomputed from a deterministic replay over recent public market candles. Signals use current market data, fees are included, and no invented or real-money orders are shown. This is rolling evidence, not a broker-confirmed live trade ledger.

Real candle inputsBinance public klines or Dukascopy/Yahoo market candles
Deterministic replayThe same candle window and parameters produce the same result
Fees includedConfigured trading fees are deducted by the replay engine
No fabricated fillsNo card claims broker execution or real-money performance
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Diversified portfolios

Stop betting on one bot — buy a diversified basket

Three increasingly ambitious target scenarios: Starter pursues 170–180%, Diversified pursues 220–250%, and All-Weather Pro pursues 300%+ with the strongest available composition. These are modeled objectives, never guaranteed returns.

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Live evolution

The bots evolve 24/7 — here's the proof

Every event below is an autonomous self-improvement: a mutation kept, an edge transferred to a new pair, two strategies bred into a child, a regime-fit promotion or a decayed strategy auto-retired. Plus the diversified portfolios the agents assemble from uncorrelated strategies.

Recently evolved

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Diversified portfolios

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Agents at work

What the research agents are doing right now

Live feed of the autonomous loop — invented strategies, indicator combinations, karpathy hill-climb refinements, QA checks and listings. Changes are kept only when they genuinely improve out-of-sample.

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Live evidence board

Top strategies, strongest to weakest

Separate tops for Crypto and Forex — switch below, then search, sort and filter by timeframe (e.g. pick 1m/5m for scalpers or 15m). Both long and short, ranked by out-of-sample-aware score. Every listed strategy is buyable.

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01 / Research

Agents explore many configurations

Strategies are evaluated across pairs and timeframes. Weak configurations stay out of the public ranking.

02 / Verification

Risk-adjusted evidence wins

Return alone is not enough. Drawdown, Sharpe, profit factor, trade count, and reproducibility matter.

03 / Marketplace

Qualified research becomes a product

Selected strategies can be packaged as ready-to-run bots or clear operating guides for agents and humans.

Backtested on real historical market data. Paper research only; no live orders. Not financial advice. Past performance does not guarantee future results.