A two-stage market review
The first pass compares available tickers and creates candidates. The second requests order books or DEX quotes for a working size and recalculates the route.
- market-data age checks;
- aggregation across order-book levels;
- known route-cost deductions;
- network, contract, and transfer-availability filters.
What the model cannot know
The estimate cannot predict future prices, exact queue priority, account-specific limits, or deposit timing. Venue APIs also differ in fee and network-status coverage.
Estimated net = gross difference − trading fees − withdrawal − gas − swap fee − slippage
Updated: 2026-07-18
Frequently asked questions
Why use two stages?
Tickers provide broad, fast coverage; depth is requested for fewer candidates where trade-size validation matters.
Is estimated net profit an exact amount?
No. It reflects available data at a point in time; fills, costs, and market prices can differ.