GLM-5-Turbo vs Llama 3.1 405B

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

Benchmark data for one or both models is coming soon. This page currently shows metadata and pricing where BenchLM has it, and score-level comparisons will populate as public benchmark results land.

BenchLM does not have sourced benchmark coverage for GLM-5-Turbo yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

GLM-5-Turbo has the larger context window at 200K, compared with 128K for Llama 3.1 405B.

Quick Verdict

Benchmark data for GLM-5-Turbo and Llama 3.1 405B is coming soon on BenchLM.

Agentic

Coming soon

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

Coming soon
Terminal-Bench 2.0
53
Coming soon
BrowseComp
58
Coming soon
OSWorld-Verified
52

Coding

Coming soon

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

Coming soon
HumanEval
62
Coming soon
SWE-bench Verified
46
Coming soon
LiveCodeBench
37
Coming soon
SWE-bench Pro
43

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
60
Coming soon
OfficeQA Pro
65

Reasoning

Coming soon

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

Coming soon
SimpleQA
68
Coming soon
MuSR
66
Coming soon
BBH
82
Coming soon
LongBench v2
68
Coming soon
MRCRv2
65

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
70
Coming soon
GPQA
70
Coming soon
SuperGPQA
68
Coming soon
OpenBookQA
66
Coming soon
MMLU-Pro
71
Coming soon
HLE
7
Coming soon
FrontierScience
65

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
86

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
84
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
70
Coming soon
AIME 2024
72
Coming soon
AIME 2025
71
Coming soon
HMMT Feb 2023
66
Coming soon
HMMT Feb 2024
68
Coming soon
HMMT Feb 2025
67
Coming soon
BRUMO 2025
69
Coming soon
MATH-500
82

Frequently Asked Questions

Can I compare GLM-5-Turbo and Llama 3.1 405B on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for GLM-5-Turbo and Llama 3.1 405B today?

GLM-5-Turbo: $1.20 input / $4.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Last updated: March 16, 2026

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