Composer 2 vs GLM-4.7

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

GLM-4.7 is clearly ahead on the aggregate, 69 to 62. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Composer 2 is also the more expensive model on tokens at $0.50 input / $2.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GLM-4.7. That is roughly Infinityx on output cost alone.

Quick Verdict

Pick GLM-4.7 if you want the stronger benchmark profile. Composer 2 only becomes the better choice if agentic is the priority.

Agentic

Composer 2

Composer 2

61.7

GLM-4.7

50.8

61.7%
Terminal-Bench 2.0
41%
Coming soon
BrowseComp
52%
Coming soon
OSWorld-Verified
61%

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
94.2%
Coming soon
SWE-bench Verified
73.8%
Coming soon
LiveCodeBench
84.9%
Coming soon
SWE-bench Pro
51%

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
MMMU-Pro
66%
Coming soon
OfficeQA Pro
76%

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
80%
Coming soon
BBH
84%
Coming soon
LongBench v2
79%
Coming soon
MRCRv2
78%

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
86%
Coming soon
GPQA
85.7%
Coming soon
SuperGPQA
82%
Coming soon
MMLU-Pro
84.3%
Coming soon
HLE
24.8%
Coming soon
FrontierScience
72%
Coming soon
SimpleQA
46%

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
88%

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
94%
Coming soon
MMLU-ProX
78%

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
86%
Coming soon
AIME 2024
88%
Coming soon
AIME 2025
95.7%
Coming soon
HMMT Feb 2023
82%
Coming soon
HMMT Feb 2024
84%
Coming soon
HMMT Feb 2025
97.1%
Coming soon
BRUMO 2025
85%

Frequently Asked Questions

Which is better, Composer 2 or GLM-4.7?

GLM-4.7 is ahead overall, 69 to 62. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 61.7% and 41%.

Which is better for agentic tasks, Composer 2 or GLM-4.7?

Composer 2 has the edge for agentic tasks in this comparison, averaging 61.7 versus 50.8. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

Weekly LLM Benchmark Digest

Get notified when new models drop, benchmark scores change, or the leaderboard shifts. One email per week.

Free. No spam. Unsubscribe anytime. We only store derived location metadata for consent routing.