Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.
GLM-4.7 is clearly ahead on the aggregate, 74 to 33. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Pick GLM-4.7 if you want the stronger benchmark profile. o1-pro only becomes the better choice if knowledge is the priority.
GLM-4.7
70.3
o1-pro
79
GLM-4.7
85
o1-pro
86
GLM-4.7 is ahead overall, 74 to 33. The biggest single separator in this matchup is GPQA, where the scores are 84 and 79.
o1-pro has the edge for knowledge tasks in this comparison, averaging 79 versus 70.3. Inside this category, GPQA is the benchmark that creates the most daylight between them.
o1-pro has the edge for math in this comparison, averaging 86 versus 85. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.
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