Quant strategies, tested in stages before any real money

AvalonQuant is a quant strategy lab that shows its evidence in stages. Strategy backtests re-run each strategy on historical prices and list them from the shallowest drawdown, because a return means little without the loss it took to get it. Live paper trading then runs crypto and US equity strategies with simulated orders on live prices and publishes delayed results. The free Strategy Kit runs strategies on your own exchange account, in Paper mode by default. Historical and paper simulation only; past results do not guarantee future performance.

Backtest → Live paper → Real money

  1. Backtest — 6 strategies re-run on historical prices
  2. Live paper — 25 strategies on live prices with simulated orders; 10 ranked after 28+ days
  3. Real money — Not yet

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Live paper trading top 5 (delayed)

#StrategyMarketEvidenceTotal returnWorst drop (max drawdown)Score
1DCA Bot ETH/USDT BETH/USDTLive paper since 2026-09-09 (29 days)+0.62%-1.10%76.4
2DCA Bot ETH/USDT AETH/USDTLive paper since 2026-09-09 (29 days)+0.49%-1.14%76.2
3Regime Switch Bot ETH/USDT AETH/USDTLive paper since 2026-09-09 (29 days)-0.06%-0.10%62.0
4Momentum Bot SOL/USDT ASOL/USDTLive paper since 2026-09-09 (29 days)-0.03%-0.03%61.9
5Momentum Bot SOL/USDT BSOL/USDTLive paper since 2026-09-09 (29 days)-0.03%-0.03%61.9

Paper = simulated orders on live prices, not real money.

10 ranked of 25 public strategies, last updated 2026-10-08. Full live paper ranking

Warming up and not ranked yet

A strategy joins the ranking after 28 days of live paper trading with at least one fill. Until then it is listed here without performance numbers, so a few days of results do not read as a track record. Strategies whose paper observation is paused are listed here too.

Strategy backtests, lowest drawdown first

Backtest = historical simulation on past prices, not real trading.

All re-run strategy backtests

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Disclosure. Delayed public analytics for education and research only. Paper and simulated results are not live trading and do not guarantee future results. Nothing here is investment advice, a trading signal, copy trading, or customer fund management.