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.

MetricClaude Opus 4.8
High
Qwen3-235B-A22B
High
Gemini 3 Pro
High
DeepSeek-V3.2
High
Intelligence Index79.672.579.075.5
Cost / typical task$0.26$0.023$0.12$0.0039
$/M in · out$5 · $25$0.70 · $2.80$2 · $12$0.28 · $0.42
Context window1M128K1M128K
Median speed55 tok/s70 tok/s130 tok/s60 tok/s
MMLU-Pro87.783.087.685.0
GPQA Diamond85.881.087.483.0
Humanity's Last Exam29.318.032.622.0
AIME 202589.386.090.290.0
SWE-bench Verified78.868.074.772.0
LiveCodeBench81.876.081.579.0
τ²-bench83.874.080.678.0
IFEval92.887.091.588.0

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