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 Sonnet 5
Medium
DeepSeek-V3.2
Medium
Grok 4.1
Medium
Kimi K2 Thinking
Medium
Intelligence Index71.169.570.265.7
Cost / typical task$0.042$0.0015$0.057$0.011
$/M in · out$3 · $15$0.28 · $0.42$3 · $15$0.60 · $2.50
Context window1M128K256K256K
Median speed80 tok/s60 tok/s90 tok/s50 tok/s
MMLU-Pro82.982.983.481.0
GPQA Diamond77.076.176.672.7
Humanity's Last Exam22.020.227.319.9
AIME 202573.875.573.366.3
SWE-bench Verified70.566.866.662.6
LiveCodeBench74.273.373.867.9
τ²-bench75.271.571.369.3
IFEval89.686.788.284.8

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