GPT-5.1 vs GLM-4.7
OpenAI GPT-5.1 | Z.ai GLM-4.7 | |
|---|---|---|
| Overview | ||
| Company | OpenAI | Z.ai |
| Release date | Nov 12 2025 | Dec 22 2025 |
| Access | Proprietary | Open Weight |
| Specifications | ||
Context window | — | 128k |
| Benchmarks | ||
Nonsense detection BullshitBench v2Given a confidently-worded but nonsensical prompt, does the AI spot that it makes no sense and push back — instead of playing along and inventing an answer? The score is how often it clearly called out the nonsense. Higher is better. | 25% | — |
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. | 76.3%Best | 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. | 88.1%Best | 85.7% |
Multimodal MMMUTests the AI on understanding images and text together across many college subjects. Higher is better. | 76% | — |
| Timeline | ||
| Release gap | GPT-5.1 shipped 40 days before GLM-4.7 | |
Which is better: GPT-5.1 or GLM-4.7?
GPT-5.1 leads GLM-4.7 on 2 of the 2 benchmarks they both report (SWE-Bench Verified, GPQA Diamond). GPT-5.1 shipped 40 days before GLM-4.7, so benchmark comparisons should account for the intervening progress.
GPT-5.1 is proprietary, while GLM-4.7 is open weight.
On SWE-Bench Verified, GPT-5.1 leads at 76.3% vs GLM-4.7 at 73.8%. On GPQA Diamond, GPT-5.1 leads at 88.1% vs GLM-4.7 at 85.7%.
Frequently asked questions
GPT-5.1 was released by OpenAI on Nov 12 2025.
GLM-4.7 was released by Z.ai on Dec 22 2025.
GPT-5.1 leads on SWE-Bench Verified — GPT-5.1 76.3% vs GLM-4.7 73.8%.
GPT-5.1 leads on GPQA Diamond — GPT-5.1 88.1% vs GLM-4.7 85.7%.
GPT-5.1 is a proprietary model released by OpenAI. GLM-4.7 is an open weight model released by Z.ai.