Objective logic with navigation score in LiveBench.
✗ Misses
Adjacent LiveBench categories, subjective preference, latency, and cost.
Why this countsIt is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.Same-test ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesIt still misses product usability, latency, and whether the model stays correct in messy real workflows.