Define the rule before looking
Because "steam" is informal, an analysis needs its own operational definition. One illustrative rule might require:
- the same selection and settlement rules at three or more sources;
- a raw implied-probability change of at least 3 percentage points;
- the change to occur within 15 minutes; and
- a minimum executable stake at the new price.
Those values are research settings, not industry standards. Changing them after seeing a dramatic move creates selection bias.
Worked observation
Suppose three sources move from about 2.50 to 2.30 within ten minutes:
| Source | 10:00 | 10:10 | Probability-point change |
|---|---|---|---|
| A | 2.50 | 2.30 | 43.48 - 40.00 = 3.48 pts |
| B | 2.48 | 2.28 | 43.86 - 40.32 = 3.54 pts |
| C | 2.52 | 2.32 | 43.10 - 39.68 = 3.42 pts |
Under the stated rule, this qualifies. The data does not say whether the cause was news, copied prices, customer orders or an automated model update.
Data-quality checks
- Confirm all sources refer to the same market and period.
- Distinguish executable odds from cached comparison feeds.
- Store the available amount where the platform provides it.
- Record suspensions and missing snapshots rather than filling them silently.
- Preserve moves that reverse, not only those that look meaningful after the match.
Betfair's exchange guide explains why displayed amount and matching status matter on an exchange.
Testing whether a rule adds information
A steam rule should be evaluated on future data with a benchmark and uncertainty, not by listing memorable winners. Probability-calibration guidance is relevant when the output is a probability. The historical football-market study by Goddard and Asimakopoulos also illustrates why conclusions belong to the sample and method actually tested.
Predeclare what counts as a rapid move
Because steam has no universal threshold, an analysis should define its own rule before examining outcomes. A record might require the same selection to shorten by at least a stated percentage across three named sources within ten minutes, with a minimum executable stake. Those numbers are research choices, not industry facts, and should be tested rather than presented as a standard.
A price move from 2.50 to 2.25 can be expressed as a relative price change of 2.25 / 2.50 - 1 = -10%, or as a raw reciprocal change from 40.00% to 44.44%, an increase of 4.44 percentage points. State which measure is used; they are not interchangeable.
Quality controls
- Match event, market, selection and settlement period across sources.
- Exclude stale, suspended or unavailable quotes under a declared rule.
- Retain moves that reverse as well as moves that persist.
- Compare against a predeclared benchmark and time window.
- Evaluate all detected cases, not only memorable winners.
The result should be a reproducible market observation. Without transaction or news evidence, the cause remains unknown; without out-of-sample evaluation, the label does not establish predictive usefulness.
Related resources
Compare ordinary odds movement and how to investigate an outlier price.
Continue learning
- Next guide: Even Money in Betting
- Related guide: Football Odds Comparison
Assumptions and limitations
The threshold and table are illustrative. A correlated move across sources may reflect shared suppliers rather than independent confirmation. A verified steam move is still only a price event; it is not a recommendation or evidence of future profit.

