Code Llama vs GLM-4.7
Meta Code Llama | Z.ai GLM-4.7 | |
|---|---|---|
| Overview | ||
| Company | Meta | Z.ai |
| Release date | Aug 24 2023 | Dec 22 2025 |
| Access | Open Weight | Open Weight |
| Specifications | ||
Context window | — | 128k |
| Benchmarks | ||
Coding SWE-Bench VerifiedReal coding tasks pulled from open-source projects — the AI has to find and fix actual bugs. A human-checked version of the original SWE-Bench. Higher is better. | — | 73.8% |
Agentic terminal coding Terminal-Bench 2.0Can the AI work in a command-line terminal — running commands and finishing technical setup tasks the way a developer would? (Version 2.0 of the test.) Higher is better. | — | 41% |
Web browsing BrowseCompCan the AI browse the web and track down hard-to-find answers? Higher is better. | — | 52% |
Multidisciplinary reasoning Humanity's Last Exam · no toolsHumanity's Last Exam — extremely hard expert questions across many subjects, written so you can't just look up the answer. “No tools” means the AI answers on its own. Higher is better. | — | 24.8% |
Multidisciplinary reasoning Humanity's Last Exam · with toolsHumanity's Last Exam — extremely hard expert questions across many subjects. “With tools” means the AI is allowed to search the web or run code while answering. Higher is better. | — | 42.8% |
Science GPQA DiamondGraduate-level science questions in biology, physics, and chemistry — hard enough that subject-matter PhDs score around 65%. Higher is better. | — | 85.7% |
| Timeline | ||
| Release gap | Code Llama shipped 851 days before GLM-4.7 | |
Which is better: Code Llama or GLM-4.7?
Code Llama and GLM-4.7 don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Code Llama shipped 851 days before GLM-4.7, so benchmark comparisons should account for the intervening progress.
Published specifications for these two models are limited — see each model page for the latest details.
Direct benchmark comparisons are unavailable — Code Llama and GLM-4.7 don't publish scores on any of the same benchmarks.
Frequently asked questions
Code Llama was released by Meta on Aug 24 2023.
GLM-4.7 was released by Z.ai on Dec 22 2025.
Other comparisons
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