GLM-4.7-Flash vs Ministral 3 8B (Reasoning)

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

GLM-4.7-Flash is clearly ahead on the aggregate, 62 to 36. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GLM-4.7-Flash's sharpest advantage is in coding, where it averages 45.9 against 15.2. The single biggest benchmark swing on the page is MMLU, 66 to 30.

GLM-4.7-Flash gives you the larger context window at 200K, compared with 128K for Ministral 3 8B (Reasoning).

Quick Verdict

Pick GLM-4.7-Flash if you want the stronger benchmark profile. Ministral 3 8B (Reasoning) only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Agentic

GLM-4.7-Flash

GLM-4.7-Flash

61.3

Ministral 3 8B (Reasoning)

38.5

64
Terminal-Bench 2.0
39
63
BrowseComp
41
57
OSWorld-Verified
36

Coding

GLM-4.7-Flash

GLM-4.7-Flash

45.9

Ministral 3 8B (Reasoning)

15.2

58
HumanEval
24
40
SWE-bench Verified
17
45
LiveCodeBench
16
48
SWE-bench Pro
14

Multimodal & Grounded

GLM-4.7-Flash

GLM-4.7-Flash

62.5

Ministral 3 8B (Reasoning)

33.4

58
MMMU-Pro
28
68
OfficeQA Pro
40

Reasoning

GLM-4.7-Flash

GLM-4.7-Flash

69.7

Ministral 3 8B (Reasoning)

42.1

63
SimpleQA
32
61
MuSR
33
86
BBH
70
72
LongBench v2
44
76
MRCRv2
47

Knowledge

GLM-4.7-Flash

GLM-4.7-Flash

54.1

Ministral 3 8B (Reasoning)

30

66
MMLU
30
65
GPQA
29
63
SuperGPQA
27
61
OpenBookQA
25
74
MMLU-Pro
54
15
HLE
5
63
FrontierScience
34

Instruction Following

GLM-4.7-Flash

GLM-4.7-Flash

84

Ministral 3 8B (Reasoning)

70

84
IFEval
70

Multilingual

GLM-4.7-Flash

GLM-4.7-Flash

81.8

Ministral 3 8B (Reasoning)

61.7

85
MGSM
63
80
MMLU-ProX
61

Mathematics

GLM-4.7-Flash

GLM-4.7-Flash

74

Ministral 3 8B (Reasoning)

47.8

66
AIME 2023
33
68
AIME 2024
35
67
AIME 2025
34
62
HMMT Feb 2023
29
64
HMMT Feb 2024
31
63
HMMT Feb 2025
30
65
BRUMO 2025
32
85
MATH-500
67

Frequently Asked Questions

Which is better, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash is ahead overall, 62 to 36. The biggest single separator in this matchup is MMLU, where the scores are 66 and 30.

Which is better for knowledge tasks, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for knowledge tasks in this comparison, averaging 54.1 versus 30. Inside this category, MMLU is the benchmark that creates the most daylight between them.

Which is better for coding, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for coding in this comparison, averaging 45.9 versus 15.2. Inside this category, HumanEval is the benchmark that creates the most daylight between them.

Which is better for math, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for math in this comparison, averaging 74 versus 47.8. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for reasoning in this comparison, averaging 69.7 versus 42.1. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for agentic tasks in this comparison, averaging 61.3 versus 38.5. 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, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for multimodal and grounded tasks in this comparison, averaging 62.5 versus 33.4. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for instruction following in this comparison, averaging 84 versus 70. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, GLM-4.7-Flash or Ministral 3 8B (Reasoning)?

GLM-4.7-Flash has the edge for multilingual tasks in this comparison, averaging 81.8 versus 61.7. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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