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Implementation shortfall

Implementation shortfall is the gap between the price when you decided to trade (the arrival price) and the average price you actually paid, including fees and market impact. It is the single most honest measure of execution quality for a large order.

What it captures

Shortfall rolls three costs into one number: the spread you crossed, the impact your own buying had on the book, and the drift of the market while you worked the order. A low shortfall means you got close to the price you saw when you committed.

Why institutions use it

Unlike VWAP, shortfall penalises taking too long (drift) as well as trading too fast (impact), so it reflects the real cost of a decision rather than a venue average. It is the benchmark a board or auditor can tie back to the moment of the decision.

How EnsoTrade measures it

EnsoTrade prices a large order against live order books across venues — which venues to use, what size each piece should be, and whether to rest an order or cross the spread. It is independent measurement, not execution: your own desk or execution partner keeps placing the orders on its own accounts, and we never touch custody, keys or funds. Before a window we price it at your real clip size on the venues you can use; after a window we score the fill with full workings. We quote no price or saving until you give your real clip size and fee stack — then the number is yours to check.

FAQ

How is implementation shortfall calculated?
Take the mid-price at the moment you decided to trade (arrival), compare it to your average fill price including fees and impact, and express the difference in basis points. EnsoTrade computes it against live books and shows the workings.
Is implementation shortfall better than VWAP?
For measuring a decision, usually yes: VWAP rewards matching the day's volume even if the market drifted against you, while shortfall measures cost against the price you actually saw when you committed.

Related

Arrival priceVWAPTWAPParticipation rateMarket impactSquare-root law of market impactMaker vs taker feesThe scoreboard

Independent execution measurement

Price an order before you trade and score the fill after, on live multi-venue order books. We never touch custody, keys or orders — the independence is the point.

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