GPT-5.1 vs GLM-5.2
OpenAI GPT-5.1 | Z.ai GLM-5.2 | |
|---|---|---|
| Overview | ||
| Company | OpenAI | Z.ai |
| Release date | Nov 12 2025 | Jun 16 2026 |
| Access | Proprietary | Open Weight |
| Specifications | ||
Parameters | — | 744B |
Context window | — | 1M |
| 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% | — |
Agentic coding SWE-Bench ProCan the AI fix real bugs in real software? It's handed actual problems from open-source projects and has to write code that genuinely solves them. Higher is better. | — | 62.1% |
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% | — |
Agentic terminal coding Terminal-Bench 2.1Can the AI work in a command-line terminal — running commands and finishing technical setup tasks the way a developer would? Higher is better. | — | 81% |
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. | — | 40.5% |
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% | 91.2%Best |
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 216 days before GLM-5.2 | |
Which is better: GPT-5.1 or GLM-5.2?
GLM-5.2 leads GPT-5.1 on 1 of the 1 benchmark they both report (GPQA Diamond). GPT-5.1 shipped 216 days before GLM-5.2, so benchmark comparisons should account for the intervening progress.
GPT-5.1 is proprietary, while GLM-5.2 is open weight.
On GPQA Diamond, GLM-5.2 leads at 91.2% vs GPT-5.1 at 88.1%.
Frequently asked questions
GPT-5.1 was released by OpenAI on Nov 12 2025.
GLM-5.2 was released by Z.ai on Jun 16 2026.
GLM-5.2 leads on GPQA Diamond — GPT-5.1 88.1% vs GLM-5.2 91.2%.
GPT-5.1 is a proprietary model released by OpenAI. GLM-5.2 is an open weight model released by Z.ai.