Nemotron 3 Super 120B A12B vs GLM-4.5-Air

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 35. 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 mathematics, where it averages 74.6 against 44.4. The single biggest benchmark swing on the page is MMLU, 68 to 35.

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

Quick Verdict

Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. GLM-4.5-Air 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-Air

30.3

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

Coding

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

44.2

GLM-4.5-Air

14.6

59
HumanEval
27
46
SWE-bench Verified
15
42
LiveCodeBench
15
46
SWE-bench Pro
14

Multimodal & Grounded

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

60.4

GLM-4.5-Air

39.6

55
MMMU-Pro
36
67
OfficeQA Pro
44

Reasoning

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

71.8

GLM-4.5-Air

42.6

64
SimpleQA
33
62
MuSR
31
88
BBH
63
77
LongBench v2
47
77
MRCRv2
51

Knowledge

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

55.8

GLM-4.5-Air

31.1

68
MMLU
35
67
GPQA
34
65
SuperGPQA
32
63
OpenBookQA
30
75
MMLU-Pro
51
16
HLE
4
66
FrontierScience
37

Instruction Following

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

86

GLM-4.5-Air

68

86
IFEval
68

Multilingual

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

81.5

GLM-4.5-Air

59.1

86
MGSM
63
79
MMLU-ProX
57

Mathematics

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

74.6

GLM-4.5-Air

44.4

67
AIME 2023
35
69
AIME 2024
37
68
AIME 2025
36
63
HMMT Feb 2023
31
65
HMMT Feb 2024
33
64
HMMT Feb 2025
32
66
BRUMO 2025
34
85
MATH-500
57

Frequently Asked Questions

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

Nemotron 3 Super 120B A12B is ahead overall, 61 to 35. The biggest single separator in this matchup is MMLU, where the scores are 68 and 35.

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

Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 31.1. 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-Air?

Nemotron 3 Super 120B A12B has the edge for coding in this comparison, averaging 44.2 versus 14.6. Inside this category, HumanEval is the benchmark that creates the most daylight between them.

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

Nemotron 3 Super 120B A12B has the edge for math in this comparison, averaging 74.6 versus 44.4. 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-Air?

Nemotron 3 Super 120B A12B has the edge for reasoning in this comparison, averaging 71.8 versus 42.6. 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-Air?

Nemotron 3 Super 120B A12B has the edge for agentic tasks in this comparison, averaging 55.3 versus 30.3. 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-Air?

Nemotron 3 Super 120B A12B has the edge for multimodal and grounded tasks in this comparison, averaging 60.4 versus 39.6. 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-Air?

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-Air?

Nemotron 3 Super 120B A12B has the edge for multilingual tasks in this comparison, averaging 81.5 versus 59.1. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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