TL;DR — Brutally Honest
Ran LIVE on Binance Futures from April 2026. Net over May 22, 2026 – Jun 26, 2026: -$149 — and -$113 of that was pure fees, not bad calls. So the wallet's back at $0 while we fix exactly that, and signals run on paper for now. Here's everything — numbers, bugs, what blew up, what survived. The red included.
Live Account Proof
Real Binance Futures. Real capital, from April 2026. Real positions — and a real loss we're not hiding. Zero backtests paraded as results. The live number is always at /api/stats.json.
The real-money run (May 22, 2026 – Jun 26, 2026), in numbers — live figure always at /api/stats.json
Source: Binance Futures /fapi/v1/income API, over May 22, 2026 – Jun 26, 2026. Real exchange data, not state.cumPnL. This is the number that made us pull the wallet and rebuild.
Wallet
$0
funds pulled to fix fees
Net PnL (May 22–Jun 26)
-$149
fees included
Commission
-$113
the real story
Trading result
-$31
the calls alone, before costs
Funding
-$6
May 22–Jun 26
Current mode
PAPER
rebuilding the edge
Strategies in arena
4,293 of 11,624
Arena WR (paper)
44%
Live roster
10 champions
Live figures
→ /api/stats.json
What went wrong
Fees ate 78% of gross profit
On a small wallet trading many small positions, Binance taker fees (0.05% per side) compounded fast. Over May 22, 2026 – Jun 26, 2026commission alone hit -$113 against a -$31 trading result — the costs, not the calls, are what took the net to -$149. We caught it in a deep fees audit. The fix isn't fancier order routing (the signal crosses the spread, so it's taker by nature) — it's trading far less, only when the edge clears the fees. Fee drag is the single biggest lever on net performance.
Multi-entry phantom losses (Pitfall #187)
When the state held multiple DCA entries for the same pair, reconciliation compared Binance's aggregate position against each entry individually — creating ghost losses that triggered infinite re-arm loops (~67 per day at peak). Fixed. State cumPnL was also corrupted, which is why we always use the Binance income API as source of truth.
Stop-loss substring bug silently killed trailing stops (#200/201)
A substring match "STOP" in order_type matched both STOP_MARKET and TRAILING_STOP_MARKET. Result: the trailing ratchet (Moonshot runner) was being silently cancelled on every BE-lock and trail tighten. Caught via a systematic audit, fixed with strict equality checks.
89.7% trail-kill signature in 30-day backtest replay
Counterfactual replay of a 30-day window: 157 of 175 positions with trailing armed never had the trailing stop fire. That's structural proof of the #201 bug. Post-fix, the expected EV on runners recovered. Projected value unlocked: ~$10/week at current volume.
What's working
10-champion live roster, forward-selected only
The live roster promotes strategies purely on arena forward performance — never backtest. A strategy needs ≥15 arena trades, ≥25% WR, positive PnL, and PF ≥ 1.2 before touching the live roster. Some champions post 80%+ WR in recent arena sessions — but that's arena (paper): those numbers structurally run ahead of the live account (survivorship, no compounded fees). The live ledger is the humbler -$149 above. We show both.
44% arena win rate across 4,293+ competing strategies
The paper arena runs every 2 minutes. 4,293 of 11,624 strategies compete. The 44% WR at arena level, filtered down to the top 10 for live trading, creates the actual signal quality — not simulated data, not cherry-picked windows.
Multi-regime classification blocks hostile entries
Seven regimes: strong_bull → crash. Sizing adjusts 0.40× in crash to 1.20× in strong_bull. More importantly, hostile regime blocks new entries entirely — which likely saved the account from the crypto drawdowns in March–April 2026. The classifier has been running live since day one.
Hardware stop-losses on Binance (not software)
Every live position has a hardware STOP_MARKET order placed directly on Binance exchange. This order cannot be removed by the bot software alone — it persists even if the bot goes offline. A separate watchdog cron checks for naked positions every 5 minutes and re-arms any that are missing.
How to verify yourself
1. Hit the live API directly
curl https://darwintrade.com/api/stats.json | python3 -m json.toolReturns live wallet, trade count, WR, and net PnL — sourced from Binance income API, updated hourly.
2. Watch the FREE Telegram channel live
Join t.me/DarwinLabSignals. Every signal includes pair, direction, entry, SL, and TP prices — timestamped. Cross-check any entry against Binance Futures klines at that timestamp. Signals come from the same engine that placed our real-money orders from April to June 2026; today they are paper positions.
Why we show this
Most "crypto signal" services show cherry-picked Photoshop screenshots and Excel P&L sheets you could fabricate in 10 minutes. We ran the bot on our own money from April to June 2026, on an exchange with public order-book access — and when it lost, we published the loss instead of deleting it. The wallet is at zero now while we fix the fee-drag, and each entry in our Telegram channel today is a paper position from the same engine — timestamped and non-repainting. When the ledger turns green again, you'll have watched it happen in the open.
What you're looking at
- Account: Binance Futures USDT-M, isolated margin, hardware SL orders
- Engine: 11,000+ strategies evolved H24 by a genetic algorithm, filtered by a 48-feature XGBoost confidence gate
- Risk: Kelly ÷ 4 sizing, max 10 positions, regime-aware scaling (0.40× crash → 1.20× strong_bull)
What this is not
We're not licensed financial advisors. Crypto futures are high-risk. Signals can be wrong. Drawdowns happen — all historical losses are visible in the Kill Feed and Dashboard. Trade responsibly, size conservatively, never risk what you can't afford to lose.
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Past performance does not guarantee future results. Crypto futures trading involves substantial risk of loss. All stats sourced from Binance Futures /fapi/v1/income API. Darwin Lab is not a licensed financial advisor. Trade at your own risk.