Compare · 2026-10-14

Claude 3.7 Sonnet 20250219 vs GPT-5.4 Pro

As of Oct 14, 2026, Claude 3.7 Sonnet 20250219 leads GPT-5.4 Pro in 0 of 2 shared categories.

CategoryClaude 3.7 Sonnet 20250219GPT-5.4 Pro
Reasoning
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Feb 24, 2025
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Math—
#6 · Was SOTA · Math
Margin 11.111111111111114
Epoch AI benchmarking hub · Mar 5, 2026
Science
#72 · #72 in Science
Margin —
Epoch AI benchmarking hub · Feb 24, 2025
#6 · #6 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Factuality—
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Abstraction (ARC)
#61 · #61 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Feb 24, 2025
#8 · #8 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Price per 1M tokens

Claude 3.7 Sonnet 20250219: price per 1M tokens is unset in the catalog.

GPT-5.4 Pro: $67.5 per 1M blended tokens.

Open weights

Claude 3.7 Sonnet 20250219: closed weights.

GPT-5.4 Pro: closed weights.

Which to pick

Science: As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet 20250219 in Science at #6 against #72.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet 20250219 in Abstraction (ARC) at #8 against #61.

Claude 3.7 Sonnet 20250219 · GPT-5.4 Pro

Claude 3.7 Sonnet 20250219 or GPT-5.4 Pro?

As of Oct 14, 2026, Claude 3.7 Sonnet 20250219 leads GPT-5.4 Pro in 0 of 2 shared categories.

Claude 3.7 Sonnet 20250219 or GPT-5.4 Pro for Science?

As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet 20250219 in Science at #6 against #72.

Claude 3.7 Sonnet 20250219 or GPT-5.4 Pro for Abstraction (ARC)?

As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet 20250219 in Abstraction (ARC) at #8 against #61.