Strategies
ETH Perp Range-Regime Passive Liquidity Provision — Long-Short Limit-Order Mean-Reversion That Clears Fees With MAKER Fills, Not Taker (BINANCE ETHUSDT USD-M, 15M Bars, Volatility-Scaled Resting Bands, 3-Parameter)
Outcome: Abandoned
EthRangeRegimeMakerLiquidityProvisionLS15m
Genuinely novel maker/liquidity-provision angle and clean single-instrument construction that ran end-to-end in the sandbox
Hypothesis
Implementation
Long-short passive liquidity provision on ETHUSDT.BINANCE USD-M 15m bars. In statistically ranging regimes (Kaufman Efficiency Ratio <= er_max) it rests a single post-only maker limit at mid -/+ band_k*ATR on the side of the current excursion, and only when that capture is worth >= 0.50% of price (>10x the maker round trip and >3x the 0.15% futures per-trade floor). A filled position is bracketed by ENTRY-ANCHORED legs: a reduce-only post-only maker take-profit at entry +/- band_k*ATR (posted only after 2 complete bars, so the book cannot round-trip intrabar noise) and a resting reduce-only STOP_MARKET at entry -/+ stop_atr*ATR that triggers intra-bar at the level, plus an 8h time stop. stop_atr defaults to band_k, so realized risk and realized capture are the same distance. All rolling state (SMA, ATR, ER) is incremental O(1)/bar. 3 fitted parameters: band_k, er_max, mid_window.
Verification Results
CLEAN RESTART 2026-09-04 — this run's verdict history and learning records were removed and it was restarted from verification. Its previous abandonment came from the pipeline, not from the market: the Layer-2 harness mis-bound @staticmethod helpers (fixed), QA issued terminal performance verdicts on an unoptimized smoke test (removed — QA now judges correctness only), and sandbox timeouts came from backtest-slot starvation (fixed). The hypothesis and the strategy code are unchanged. Verify the code on its merits; performance is decided later by the full backtest and the optimizer.
Analyst to weigh a maker (reduce-only limit) stop or asymmetric TP; more likely the maker-reversion edge on a liquid major is absent net of adverse selection.
Risk asymmetry inherent to the exit design: TP is a post-only maker LIMIT at entry+/-band (capped capture), stop is a STOP_MARKET filling at market beyond its trigger (taker + intrabar overshoot on 15m bars). Distances are ~1:1 but realized loss systematically exceeds realized win (avg_loss $215 vs avg_win $169), capping expectancy below the fee floor. Exits are correctly wired (both reduce-only, sibling auto-cancels on flat) — not a defect, but it undercuts the fee-side premise.
Treat backtest maker economics as an optimistic ceiling; the sandbox is already deeply negative under the favorable model, so abandonment is the likely honest call.
Maker-fill assumption is optimistic in a bar backtest: NT fills resting post-only limits at high/low touch with no queue/adverse-selection modeling, so backtest maker fills are best-case and live fills would be strictly worse. Realism caveat for any bar-backtested liquidity-provision strategy, not a bug.
Backtest Review
- Sharpe
- -1.12
- Total return
- -100.00%
- Max drawdown
- 100.00%
- Trades
- 15130
- Win rate
- 49.7%
- Profit factor
- 0.80
Genuinely novel maker/liquidity-provision angle and clean single-instrument construction that ran end-to-end in the sandbox
Account LIQUIDATED 2021-07-08 (~18 months in): total_return -100%, max_drawdown 100%, liquidated=true, then flat/dead for the remaining ~5 years
Negative per-trade edge: profit_factor 0.80, avg_trade_return_pct -0.0095%, expectancy -$11.68/trade over 15,130 trades
Fee/impact catastrophe: commission 10.76% of gross, total impact $86k — the 15m churn re-creates the fee graveyard the maker premise claimed to escape
Sharpe -1.12 (CI [-3.39, -0.96] fully negative), PSR 0.0, IR -3.88, return_kurtosis 2024, monthly returns spiral to -362% into liquidation
Deeply negative in every vol regime (stressed -100%); the maker-fill assumption ignores queue position / adverse selection, making fills optimistic not conservative
Iteration History
Backtest and paper results are hypothetical. Trading involves risk of loss.