models.fyi

Side by side, same effort tier

Pick up to four models. Every column is evaluated at the tier you choose (resolved to the nearest tier each model supports), so the comparison is what you'd actually deploy.

MetricQwen3-235B-A22B
Medium
Grok 4.1
Medium
Claude Opus 4.8
Medium
GPT-5.5
Medium
Intelligence Index66.770.275.576.6
Cost / typical task$0.0080$0.057$0.090$0.032
$/M in · out$0.70 · $2.80$3 · $15$5 · $25$1.25 · $10
Context window128K256K1M400K
Median speed70 tok/s90 tok/s55 tok/s140 tok/s
MMLU-Pro80.983.486.787.7
GPQA Diamond74.376.681.081.9
Humanity's Last Exam16.527.327.632.2
AIME 202572.173.380.083.4
SWE-bench Verified63.166.675.273.3
LiveCodeBench70.573.878.079.9
τ²-bench67.871.379.179.1
IFEval85.788.292.192.1

Hover a benchmark name for what it measures — full plain-language guide on /benchmarks· preview data.