fastf1

Open-source multi-agent AI platform for Formula 1 race replay, strategy simulation, and explainable race strategy recommendations. (work in progress, MVP in legacy branch)

Formula 1 driver comparison and analyzing tool.

An naive anomaly detection and data visualization tool for F1 on board telemetry data.

Finding explainable models to predict Formula 1 Qualifying Results

Full-stack F1 data dashboard powered by FastF1. Visualize lap positions, tyre strategies, and race results for any session from 2018 onwards. Next.js frontend · FastAPI backend · deployed on Vercel + Render.

F1 data analysis & telemetry workstation — lap comparison, throttle/rpm charts, track visualization

Turn Claude into your F1 race engineer — 79 MCP tools for telemetry, strategy, and 75 years of race history

Machine learning model that predicts Formula 1 race results for the 2025 Shanghai Grand Prix using historical performance data, team strengths, and driver characteristics. Features data visualization, team change handling, and position progression forecasting.

A Set Of Tools To Analyse F1 Sessions, Powered By The Fast F1 Library

Boxup: Real-time Formula 1 telemetry, race analytics, and ML-powered championship predictions platform.

Suzuka 2025 F1 race predictions by Otto.rentals — built for fans who love speed, stats, and bold visuals.

AI-powered F1 race predictions & head-to-head driver comparisons.

Jeddah 2025 F1 race predictions by Otto.rentals — built for fans who love speed, stats, and bold visuals.

Estimate Formula 1 qualifying results using ML

A comprehensive command-line tool for analyzing Formula 1 race data using the FastF1 library.

A comprehensive conglomeration of Formula-1 data in an organised representation.

Change my room's bulb colors based on F1 race leaders

Analyze F1 telemetry data on past sessions. View driver and constructor standings

A live Formula 1 race strategy engine — ingests F1's live timing feed, models tyre degradation and safety cars, and simulates the remaining race to answer: should we pit now?