Composer 2 vs GLM-4.5

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

Composer 2 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.

Composer 2's sharpest advantage is in agentic, where it averages 61.7 against 31.3. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 61.7% to 28%.

Composer 2 is the reasoning model in the pair, while GLM-4.5 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. Composer 2 gives you the larger context window at 200K, compared with 128K for GLM-4.5.

Quick Verdict

Pick Composer 2 if you want the stronger benchmark profile. GLM-4.5 only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.

Agentic

Composer 2

Composer 2

61.7

GLM-4.5

31.3

61.7%
Terminal-Bench 2.0
28%
Coming soon
BrowseComp
37%
Coming soon
OSWorld-Verified
31%

Coding

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

73.7%
SWE Multilingual
Coming soon
97.2%
React Native Evals
Coming soon
Coming soon
HumanEval
29%
Coming soon
SWE-bench Verified
18%
Coming soon
LiveCodeBench
13%
Coming soon
SWE-bench Pro
15%

Multimodal & Grounded

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
OfficeQA Pro
47%

Reasoning

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MuSR
33%
Coming soon
BBH
61%
Coming soon
LongBench v2
48%
Coming soon
MRCRv2
52%

Knowledge

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MMLU
37%
Coming soon
GPQA
36%
Coming soon
SuperGPQA
34%
Coming soon
MMLU-Pro
51%
Coming soon
HLE
3%
Coming soon
FrontierScience
40%
Coming soon
SimpleQA
35%

Instruction Following

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
IFEval
68%

Multilingual

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MGSM
60%
Coming soon
MMLU-ProX
57%

Mathematics

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
AIME 2023
37%
Coming soon
AIME 2024
39%
Coming soon
AIME 2025
38%
Coming soon
HMMT Feb 2023
33%
Coming soon
HMMT Feb 2024
35%
Coming soon
HMMT Feb 2025
34%
Coming soon
BRUMO 2025
36%
Coming soon
MATH-500
57%

Frequently Asked Questions

Which is better, Composer 2 or GLM-4.5?

Composer 2 is ahead overall, 62 to 36. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 61.7% and 28%.

Which is better for agentic tasks, Composer 2 or GLM-4.5?

Composer 2 has the edge for agentic tasks in this comparison, averaging 61.7 versus 31.3. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

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