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Alert Latency and Slippage: How to Test a Real-Time Service

A measurement framework for message delay, marketability, spread and the gap between a published alert and a tradable result.

Desk note

Measure the whole path

Latency is not one number. There is the time the trigger occurs, the time the provider publishes, the time the message reaches you and the time your order is accepted. A screenshot usually shows none of these reliably. Record the provider timestamp, receipt timestamp and your order timestamp in one log.

Run the test during the market hours you actually trade. A service can look fast in a quiet session and unusable during a volatile release. The test should describe your workflow, not an idealised one.

Desk note

Slippage changes the result

An alert's published price may be a reference rather than a guaranteed execution. Note spread, order type, available liquidity and whether the instrument is halted or thin. If the service marks a trade at the signal price but subscribers routinely fill later, the review should show that gap rather than hide it inside a headline return.

Do not backfill a price from a chart candle unless the rule says how that price was selected. A candle contains a range, not proof that every reader traded its best tick.

Desk note

The right acceptance test

  • Define a maximum acceptable message delay.
  • Use a paper account before risking capital.
  • Record both alert price and observed executable price.
  • Mark alerts that were impossible to act on.
  • Compare results across quiet and volatile sessions.

The output is a service-fit measurement, not a forecast of profit. A fast alert can still be a poor product if its rules are unclear.

Desk note

What a credible review says

A credible review can say that delivery was fast in a sample, or that the provider exposes a timestamped archive. It cannot promise that every subscriber receives the same fill. Keep those statements separate and do not turn a test of software delivery into an investment claim.

That restraint is useful: readers can make their own decision with the parts they can actually observe.