GLM-4.7
GLM-4.7 is an open-weights language model from Z.ai, released December 22, 2025. It has 358B parameters (mixture-of-experts, 39B active). The context window is 200K tokens. On the Epoch Capabilities Index it scores 143.3, rank 106 of 256 rated models. API price: $0.6 input / $2.2 output per million tokens.
GLM-4.7, your new coding partner, is coming with the following features: Core Coding: GLM-4.7 brings clear gains, compared to its predecessor GLM-4.6, in multilingual agentic coding and terminal-based tasks, including (73.8%, +5.8%) on SWE-bench, (66.7%, +12.9%) on SWE-bench Multilingual, and (41%, +16.5%) on Terminal …
Check it against your own PC →
Can you run GLM-4.7 locally?
Even with 32 GB of VRAM and 32 GB of RAM it is too large to run at a usable speed on a single consumer GPU. Estimates assume 32 GB of DDR5 RAM, a 16K context and llama.cpp-style GGUF quantization. Enter your exact hardware in the live app.
| GPU memory | Verdict | Best quant | VRAM | RAM | tok/s |
|---|---|---|---|---|---|
| 6 GB VRAM | Too large | – | – | – | – |
| 8 GB VRAM | Too large | – | – | – | – |
| 12 GB VRAM | Too large | – | – | – | – |
| 16 GB VRAM | Too large | – | – | – | – |
| 24 GB VRAM | Too large | – | – | – | – |
| 32 GB VRAM | Too large | – | – | – | – |
Ready-made quantizations on Hugging Face: unsloth/GLM-4.7-GGUF · bartowski/zai-org_GLM-4.7-GGUF · mradermacher/GLM-4.7-i1-GGUF · mradermacher/GLM-4.7-GGUF · DevQuasar/zai-org.GLM-4.7-GGUF · AaryanK/GLM-4.7-GGUF
Strengths by category
ModelTape's 0–100 fit on Epoch AI benchmark results.
| Category | Score | Based on |
|---|---|---|
| Reasoning | 13.2 | Chess Puzzles, SimpleBench |
| Math | 29.5 | ProofBench, OTIS Mock AIME 2024-2025, FrontierMath-2025-02-28-Private, FrontierMath-Tier-4-2025-07-01-Private |
| Knowledge | 66.6 | GPQA diamond, SimpleQA Verified |
Benchmark results
| Benchmark (Epoch AI) | Score |
|---|---|
| OTIS Mock AIME | 83.3% |
| GPQA Diamond | 81.0% |
| SimpleBench | 37.2% |
| Terminal-Bench | 33.4% |
| SimpleQA Verified | 32.2% |
| Chess Puzzles | 16.9% |
| ProofBench | 6.0% |
| FrontierMath-2025-02-28-Private | 4.3% |
| FrontierMath-Tier-4-2025-07-01-Private | 0.0% |
Links
Announcement · Hugging Face: zai-org/GLM-4.7 · Epoch AI benchmarks
Models with a similar score
o3 · Nemotron 3 Ultra · Grok 4 · DeepSeek-V4-Flash · Qwen3.6 27B · GLM-5 · GPT-5.4 Nano · DeepSeek-V3.2
More from Z.ai
GLM-5.3-FlashX · GLM 5.3 Flash BF16 · GLM 5.3 BF16 · GLM-5.3-Flash · GLM-5.3 · GLM-5.2 · GLM-5.1 · GLM-5V-Turbo