
How to evaluate AI reasoning models: what benchmark scores actually tell you (and what they don't)
Leaderboard scores are saturating, ARC-AGI-3 just dropped frontier models to 0.37%, and reasoning modes cost 10-20x more per request. Here's a practical framework for evaluating which reasoning model actually works for your production workload.












