GLM-4.7-Flash vs o1-pro

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

GLM-4.7-Flash is clearly ahead on the aggregate, 64 to 33. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Quick Verdict

Pick GLM-4.7-Flash if you want the stronger benchmark profile. o1-pro only becomes the better choice if knowledge is the priority.

Knowledge

o1-pro

GLM-4.7-Flash

57.3

o1-pro

79

66
MMLU
-
65
GPQA
79
63
SuperGPQA
-
61
OpenBookQA
-
74
MMLU-Pro
-
15
HLE
-

Coding

GLM-4.7-Flash
58
HumanEval
-
40
SWE-bench Verified
-
45
LiveCodeBench
-

Mathematics

o1-pro

GLM-4.7-Flash

67.5

o1-pro

86

66
AIME 2023
-
68
AIME 2024
86
67
AIME 2025
-
62
HMMT Feb 2023
-
64
HMMT Feb 2024
-
63
HMMT Feb 2025
-
65
BRUMO 2025
-
85
MATH-500
-

Reasoning

GLM-4.7-Flash
63
SimpleQA
-
61
MuSR
-
86
BBH
-

Instruction Following

GLM-4.7-Flash
84
IFEval
-

Multilingual

GLM-4.7-Flash
85
MGSM
-

Frequently Asked Questions

Which is better, GLM-4.7-Flash or o1-pro?

GLM-4.7-Flash is ahead overall, 64 to 33. The biggest single separator in this matchup is AIME 2024, where the scores are 68 and 86.

Which is better for knowledge tasks, GLM-4.7-Flash or o1-pro?

o1-pro has the edge for knowledge tasks in this comparison, averaging 79 versus 57.3. Inside this category, GPQA is the benchmark that creates the most daylight between them.

Which is better for math, GLM-4.7-Flash or o1-pro?

o1-pro has the edge for math in this comparison, averaging 86 versus 67.5. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.

Last updated: March 9, 2026

Weekly LLM Benchmark Digest

Get notified when new models drop, benchmark scores change, or the leaderboard shifts. One email per week.

Free. No spam. Unsubscribe anytime. We only store derived location metadata for consent routing.