Field note · Choppy

Failed exits cluster on illiquid launches

Failed-exit rate spikes on tokens with very thin inside-pool depth.

Takeaway

Pre-trade liquidity gating reduces failed-exit rate without hurting hit rate.

Aggregated, anonymized launch-market research. Not financial advice; not a trading service; no profit guarantees. Numbers reflect benchmark methodology, not user returns. “Realistic” metrics are execution-adjusted benchmark outcomes (slippage, fees, failed exits, conservative fills as modeled)—not a guarantee of on-chain live trading results. No private configs, wallet addresses, raw trades or strategy logic are exposed.