Experimental AI-assisted analytics, predictions and ratings are estimates, not official results.

About FRCinsights

FRCinsights is an independent analytics platform for the FIRST Robotics Competition. We turn the raw firehose of match data into clear, predictive intelligence, so understanding team strength and match outcomes doesn't require a statistics degree.

Our goal

Make serious analytics approachable. Credible enough for a head scout in the stands at champs, simple enough for a rookie learning what "endgame" even means.

Experimental, AI-assisted analytics

FRCinsights uses AI-assisted experimental analytics. Predictions, rankings, ratings, and insights are not guaranteed to be accurate and should not be treated as official results or professional advice. Data may be incomplete, delayed, miscategorized, or incorrect. FRCinsights is a new project under active development, and accuracy will improve over time.

Credits

Built with AI

FRCinsights is an independent project, developed and powered by AI.

Independent project

This project is independent and is not affiliated with FIRST, Statbotics, The Blue Alliance, or any official FRC organization.

Who it's for

Students

Learn what makes a robot strong with metrics explained in plain language.

Scouts

Build picklists, spot dark horses, and read matchups before they happen.

Mentors

Set strategy with opponent-adjusted, event-weighted insight.

Fans

Follow the season with predictions you can actually understand.

FAQ

Stay in the loop

Follow FRCinsights on Instagram

Get updates on new features, event highlights, and APEX leaderboards throughout the season.

@frcinsights