You want to buy $50k worth of a coin. A market order would move the price against you. TWAP/VWAP splits it into 24 smaller orders over 2 hours, executing as the market can absorb. TWAP slices evenly across time; VWAP slices proportionally to expected volume.
How it works
You give the bot a parent order - direction, total size, time window. It chops the parent into N child orders and feeds them to the exchange. TWAP feeds equal-sized children at equal time intervals (clock-driven). VWAP feeds children proportional to expected volume - heavier in high-liquidity hours, lighter in quiet ones (volume-driven). Either way, you reduce the price impact of dumping a large order into a thin order book and you usually get a better average fill than a naive market order.
Key Features
Strategy profile
A snapshot of how this strategy behaves and who it suits, not a forecast of returns.
These are designer assessments of strategy character, not user-specific performance figures.
This isn't a strategy in the traditional sense - it's execution tooling for users running large orders. 40%+ of US institutional equity orders use VWAP as primary benchmark (Greenwich data). For retail crypto traders with sub-$10k orders on liquid pairs (BTC/USDT, ETH/USDT), the benefit is small - your orders are not big enough to move price. Below that threshold, just use a regular market or limit order. Above $10k on liquid pairs OR any size on illiquid/mid-cap pairs, TWAP/VWAP saves real money on slippage.
Frequently Asked Questions
Quick glossary
Definitions for the trading terms used on this page.
- Backtest
- A simulation of how a strategy would have performed on historical price data. Past results never guarantee future returns - markets change.
- Slippage
- The difference between the price you expect and the price you actually get when an order fills. Worse on illiquid pairs and during fast markets.
- Spread
- The gap between the best buy price (bid) and the best sell price (ask). Tight spreads = liquid market, wider spreads = more cost per round trip.
- Stop-loss
- An automatic exit order that closes a losing position when price hits a chosen threshold. Caps how much one bad trade can hurt you.
- Take-profit
- An automatic exit order that closes a winning position once price reaches a chosen target. Locks in gains without relying on you to watch the chart.
- Volatility
- How sharply price moves. High volatility = bigger swings in both directions, which means more opportunity but also more drawdown risk.
Ready to execute large orders smarter?
Spin up a TWAP or VWAP execution. Start with a paper test on your typical order size to see exactly what the algorithm saves you.
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