VEX scouting guides

Make better use of the matches you have time to review. Start with a scouting workflow, learn what the numbers mean, then build a partner shortlist.

How to scout a VEX team

Build an evidence-based team scouting report from match results, repeatable observations, and questions to verify at the event.

Understanding OPR and alliance statistics

Learn what OPR, DPR, CCWM, and win rate measure in Scoutless, with a worked example and the limits of alliance-based estimates.

Choosing alliance partners with scouting evidence

Turn team statistics and match observations into a practical alliance shortlist based on complementary roles, repeatability, and uncertainty.

Know the source

Understand which results feed a statistic, why a metric can be unavailable, and how to check an AI observation.
Read the Scoutless methodology

Explore the evidence

Browse teamsBrowse events and match resultsExplore the 8110C team profile
The linked profile is a navigation example. Fictional examples in these guides do not describe 8110C.