Overview
Four LLMs (Claude, GPT, Gemini, and Grok) compete to predict every Formula 1 race of the season. Pre-race picks are scored against real results and roll into a season-long leaderboard, settling the "which model is smartest" debate race by race.
- Pre-race predictions from 4 models with distinct prompts
- Side-by-side comparison of each model's picks
- Accuracy scoring: winner, podium, top 10, fastest lap
- Live race dashboard: weather, tires, pit stops from OpenF1
What it solves
Every time a new LLM drops, the internet argues over which one is actually the smartest. Benchmarks are abstract and hard to feel. Real-world prediction is the opposite: either the model called the podium right or it didn't.
RaceCast turns four models loose on every Formula 1 race of the season. Each one commits picks before the lights go out, the results score them automatically, and the leaderboard grows in public. No curated test set, no cherry-picking, just 24 races of being wrong or right.
Highlights
- Four models with distinct prompting strategies predicting side by side
- Consensus indicator flags when all four agree (and when they split)
- Live race dashboard pulling weather, tires, and pit stops from OpenF1
- Season + championship leaderboards that update themselves
- Timing-board-style calendar with redesigned race pages
- Current-gen models: Claude Sonnet 5, GPT-5.5, Gemini 3.5 Flash, Grok 4.3