Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
GLM-4.7-Flash finishes one point ahead overall, 62 to 61. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.
GLM-4.7-Flash's sharpest advantage is in agentic, where it averages 61.3 against 55.3. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 64 to 55. Nemotron 3 Super 120B A12B does hit back in reasoning, so the answer changes if that is the part of the workload you care about most.
GLM-4.7-Flash is the reasoning model in the pair, while Nemotron 3 Super 120B A12B is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 200K for GLM-4.7-Flash.
Pick GLM-4.7-Flash if you want the stronger benchmark profile. Nemotron 3 Super 120B A12B only becomes the better choice if reasoning is the priority or you need the larger 256K context window.
GLM-4.7-Flash
61.3
Nemotron 3 Super 120B A12B
55.3
GLM-4.7-Flash
45.9
Nemotron 3 Super 120B A12B
44.2
GLM-4.7-Flash
62.5
Nemotron 3 Super 120B A12B
60.4
GLM-4.7-Flash
69.7
Nemotron 3 Super 120B A12B
71.8
GLM-4.7-Flash
54.1
Nemotron 3 Super 120B A12B
55.8
GLM-4.7-Flash
84
Nemotron 3 Super 120B A12B
86
GLM-4.7-Flash
81.8
Nemotron 3 Super 120B A12B
81.5
GLM-4.7-Flash
74
Nemotron 3 Super 120B A12B
74.6
GLM-4.7-Flash is ahead overall, 62 to 61. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 64 and 55.
Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 54.1. Inside this category, FrontierScience is the benchmark that creates the most daylight between them.
GLM-4.7-Flash has the edge for coding in this comparison, averaging 45.9 versus 44.2. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for math in this comparison, averaging 74.6 versus 74. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for reasoning in this comparison, averaging 71.8 versus 69.7. Inside this category, LongBench v2 is the benchmark that creates the most daylight between them.
GLM-4.7-Flash has the edge for agentic tasks in this comparison, averaging 61.3 versus 55.3. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
GLM-4.7-Flash has the edge for multimodal and grounded tasks in this comparison, averaging 62.5 versus 60.4. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for instruction following in this comparison, averaging 86 versus 84. Inside this category, IFEval is the benchmark that creates the most daylight between them.
GLM-4.7-Flash has the edge for multilingual tasks in this comparison, averaging 81.8 versus 81.5. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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