Claude Haiku 4.5 vs GPT-5.1

Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.

Quick Verdict

GPT-5.1 wins overall with a score of 76 vs 57 (19 point difference).GPT-5.1 wins 4 out of 4 categories.

Knowledge

GPT-5.1

Claude Haiku 4.5

65.8

GPT-5.1

94

68
MMLU
97
67
GPQA
95
65
SuperGPQA
93
63
OpenBookQA
91

Coding

GPT-5.1

Claude Haiku 4.5

60

GPT-5.1

89

60
HumanEval
89

Mathematics

GPT-5.1

Claude Haiku 4.5

67

GPT-5.1

97.1

68
AIME 2023
99
70
AIME 2024
99
69
AIME 2025
98
64
HMMT Feb 2023
95
66
HMMT Feb 2024
97
65
HMMT Feb 2025
96
67
BRUMO 2025
96

Reasoning

GPT-5.1

Claude Haiku 4.5

64

GPT-5.1

92

65
SimpleQA
93
63
MuSR
91

Frequently Asked Questions

Which is better, Claude Haiku 4.5 or GPT-5.1?

GPT-5.1 scores higher overall with 76 vs 57, a difference of 19 points across all benchmarks.

Which is better for knowledge tasks, Claude Haiku 4.5 or GPT-5.1?

GPT-5.1 leads in knowledge tasks with an average score of 94 vs 65.8.

Which is better for coding, Claude Haiku 4.5 or GPT-5.1?

GPT-5.1 leads in coding with an average score of 89 vs 60.

Which is better for math, Claude Haiku 4.5 or GPT-5.1?

GPT-5.1 leads in math with an average score of 97.1 vs 67.

Which is better for reasoning, Claude Haiku 4.5 or GPT-5.1?

GPT-5.1 leads in reasoning with an average score of 92 vs 64.