Nemotron 3 Super 120B A12B vs GLM-4.5

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

Nemotron 3 Super 120B A12B is clearly ahead on the aggregate, 61 to 36. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Nemotron 3 Super 120B A12B's sharpest advantage is in coding, where it averages 44.2 against 14.4. The single biggest benchmark swing on the page is SWE-bench Pro, 46 to 15.

Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 128K for GLM-4.5.

Quick Verdict

Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. GLM-4.5 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Agentic

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

55.3

GLM-4.5

31.3

55
Terminal-Bench 2.0
28
59
BrowseComp
37
53
OSWorld-Verified
31

Coding

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

44.2

GLM-4.5

14.4

59
HumanEval
29
46
SWE-bench Verified
18
42
LiveCodeBench
13
46
SWE-bench Pro
15

Multimodal & Grounded

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

60.4

GLM-4.5

41

55
MMMU-Pro
36
67
OfficeQA Pro
47

Reasoning

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

71.8

GLM-4.5

43.8

64
SimpleQA
35
62
MuSR
33
88
BBH
61
77
LongBench v2
48
77
MRCRv2
52

Knowledge

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

55.8

GLM-4.5

32

68
MMLU
37
67
GPQA
36
65
SuperGPQA
34
63
OpenBookQA
32
75
MMLU-Pro
51
16
HLE
3
66
FrontierScience
40

Instruction Following

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

86

GLM-4.5

68

86
IFEval
68

Multilingual

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

81.5

GLM-4.5

58.1

86
MGSM
60
79
MMLU-ProX
57

Mathematics

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

74.6

GLM-4.5

45.5

67
AIME 2023
37
69
AIME 2024
39
68
AIME 2025
38
63
HMMT Feb 2023
33
65
HMMT Feb 2024
35
64
HMMT Feb 2025
34
66
BRUMO 2025
36
85
MATH-500
57

Frequently Asked Questions

Which is better, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B is ahead overall, 61 to 36. The biggest single separator in this matchup is SWE-bench Pro, where the scores are 46 and 15.

Which is better for knowledge tasks, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 32. Inside this category, MMLU is the benchmark that creates the most daylight between them.

Which is better for coding, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for coding in this comparison, averaging 44.2 versus 14.4. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.

Which is better for math, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for math in this comparison, averaging 74.6 versus 45.5. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for reasoning in this comparison, averaging 71.8 versus 43.8. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for agentic tasks in this comparison, averaging 55.3 versus 31.3. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for multimodal and grounded tasks in this comparison, averaging 60.4 versus 41. Inside this category, OfficeQA Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for instruction following in this comparison, averaging 86 versus 68. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, Nemotron 3 Super 120B A12B or GLM-4.5?

Nemotron 3 Super 120B A12B has the edge for multilingual tasks in this comparison, averaging 81.5 versus 58.1. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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