GLM-4.7
GLM-4.7 (Z.ai (Zhipu AI)) was released on Dec 22, 2025. In the Epoch AI capability ranking (ECI), it ranks #103 out of 267 models, with 143.79. On Arena, which measures human preference in blind comparisons, it has 1,495 ELO points (#58). Against models of the same generation, its best result is on SciCode: 45.1%, #10 of 32.
Where GLM-4.7 stands out and where it falls behind, by the numbers
GLM-4.7 has published results on 16 tests compiled by Epoch AI. The yardstick here is its generation: its position among the models released between Mar 27, 2025 and Mar 22, 2026 that took the same test. Against the whole archive, which includes 2023 models, a recent release lands near the top of almost everything, and that says nothing.
Where it stands out
Tests where it sits in the top third of its own generation.
Where it falls behind
Tests where it sits in the bottom half of its own generation.
See all 16 tests, one by one
| Test | Score | In its generation | Overall | Test record |
|---|---|---|---|---|
| GPQA Diamond | 83.3% | #22 / 57 (tied with 1) | #73 / 173 | 96.4% Gemini 4 Argon |
| AIME 2024 and 2025 (OTIS) | 83.3% | #24 / 57 | #79 / 168 | 100.0% GPT-5.5 |
| CritPt | 1.7% | #13 / 38 | #70 / 112 | 32.3% GPT-5.6 Sol |
| SciCode | 45.1% | #10 / 32 | #64 / 104 | 66.9% Claude Opus 5.5 |
| ALE-Bench | 399 | #35 / 39 | #76 / 82 | 2,951 GPT-6 Astra |
| WebDev Arena | 1,435 | #10 / 29 | #56 / 82 | 1,820 Claude Opus 5.5 |
| SimpleQA Verified | 32.2% | #15 / 28 | #59 / 81 | 76.0% Gemini 4 Argon |
| Chess puzzles | 21.0% | #18 / 27 (tied with 1) | #55 / 80 | 76.0% GPT-6 Astra |
| ProofBench | 6.0% | #16 / 19 | #67 / 74 | 100.0% Claude Fable 5.1 |
| SimpleBench | 47.7% | #18 / 31 | #39 / 74 | 81.9% Claude Fable 5 |
| FrontierMath | 2.4% | #37 / 41 | #51 / 65 | 51.7% GPT-5.5 |
| Vending Bench 2 | 2,377 | #13 / 25 | #43 / 57 | 15,515 GPT-6 Astra |
| FrontierMath tier 4 | 0.0% | #29 / 35 (tied with 6) | #40 / 48 | 39.6% GPT-5.5 Pro |
| Terminal-Bench | 33.4% | #23 / 30 | #25 / 33 | 84.7% GPT-5.5 |
| Cl Bench | 15.9% | #13 / 18 | #14 / 19 | 27.9% GPT-5.4 |
| Cl Bench Life | 10.9% | #8 / 11 | #10 / 13 | 22.2% GPT-5.5 |
For each test, the model's best effort level counts, as in the ranking. Source of the scores: Epoch AI, under CC BY 4.0.
What to compare GLM-4.7 with
The models from other labs closest in capability and released in the same period, at most two per lab. Click any of them to see its page.
| Model | Lab | ECI | ELO | LiveBench | Release |
|---|---|---|---|---|---|
| Gemini 3.1 Flash-Lite | 144.47 | 1,460 | n/a | Mar 3, 2026 | |
| Grok 4 Fast | xAI | 144.19 | 1,437 | n/a | Sep 19, 2025 |
| Claude Opus 4.1 | Anthropic | 144.09 | 1,479 | n/a | Aug 5, 2025 |
| Qwen3-235B-A22B-Thinking (Jul 2025) | Alibaba | 143.81 | 1,384 | n/a | Jul 25, 2025 |
| GLM-4.7 | Z.ai (Zhipu AI) | 143.79 | 1,495 | n/a | Dec 22, 2025 |
| Qwen 3.5 Flash (hosted 35B-A3B) | Alibaba | 143.77 | 1,446 | n/a | Feb 25, 2026 |
| Gemini 2.5 Flash (Sep 2025) | Google DeepMind | 143.00 | 1,450 | n/a | Sep 25, 2025 |
GLM-4.7 or Qwen 3.5 Flash (hosted 35B-A3B)?
Qwen 3.5 Flash (hosted 35B-A3B) is the model from another lab closest to GLM-4.7 in capability. Across the 9 tests both took, this is the score:
| Test | GLM-4.7 | Qwen 3.5 Flash (hosted 35B-A3B) |
|---|---|---|
| Vending Bench 2 | 2,377 | 463 |
| FrontierMath | 2.4% | 6.2% |
| ALE-Bench | 399 | 222 |
| SimpleQA Verified | 32.2% | 20.3% |
| Chess puzzles | 21.0% | 14.0% |
| WebDev Arena | 1,435 | 1,238 |
| AIME 2024 and 2025 (OTIS) | 83.3% | 84.4% |
| GPQA Diamond | 83.3% | 82.3% |
| FrontierMath tier 4 | 0.0% | 0.0% |
Unweighted score: each test counts one point, whether math or coding. The dot marks who did better on each row.
Other models from Z.ai (Zhipu AI)
The models from the same lab closest in time, newest first.
| Model | Release | ECI | ELO | LiveBench | Access |
|---|---|---|---|---|---|
| GLM-5.3-Flash | Aug 20, 2026 | 153.23 | 1,528 | 71.6 | Open weights (unrestricted) |
| GLM-5.3 | Aug 14, 2026 | 155.91 | n/a | 76.1 | API access |
| GLM-5.2 | Jun 16, 2026 | 151.86 | n/a | 73.2 | Open weights (unrestricted) |
| GLM-5.1 | Apr 7, 2026 | 149.99 | 1,514 | n/a | Open weights (unrestricted) |
| GLM-5 | Feb 11, 2026 | 145.78 | 1,511 | n/a | Open weights (unrestricted) |
| GLM-4.7 | Dec 22, 2025 | 143.79 | 1,495 | n/a | Open weights (unrestricted) |
| GLM-4.6 | Sep 30, 2025 | 140.78 | 1,500 | n/a | Open weights (unrestricted) |
Have you used GLM-4.7? Rate it
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What people ask about GLM-4.7
Where does GLM-4.7 rank among AI models?
In the ROO3 AI Benchmark, ordered by the Epoch AI ECI, GLM-4.7 ranks #103 out of 267 models, with an ECI of 143.79. The ECI is a composite index that combines several hard benchmarks into a single scale. The position changes when a new model comes out, and the page is refreshed six times a day.
Is GLM-4.7 better than Qwen 3.5 Flash (hosted 35B-A3B)?
Across the 9 tests both models took and Epoch AI compiled, GLM-4.7 comes out ahead on 6, behind on 2 and tied on 1. It is a test-by-test count with no weighting: a win in math counts the same as a win in coding. To choose between the two, look at the tests that resemble your own use.
What is GLM-4.7 best at?
Against models of the same generation (released up to 9 months before and up to 3 months after it), the best relative results of GLM-4.7 are: SciCode (#10 of 32); WebDev Arena (#10 of 29); CritPt (#13 of 38). The yardstick is its position among the models of that period that took the same test.
Where do the numbers on this page come from?
From the same three sources as the ranking, all openly licensed: Epoch AI (ECI and individual tests, CC BY 4.0), Arena (human-preference ELO, CC BY 4.0) and LiveBench (overall average, CC BY-SA 4.0). ROO3 does not measure any model. When the page shows a figure published by the maker itself, it appears in the written analysis, labeled as the maker's, and never enters the ranking.
Where each number comes from
Epoch AI, "AI Benchmarking Hub". Published at epoch.ai. Data under the CC BY 4.0 licence, reordered by roo3.co.
The Arena (LMArena) leaderboard, from the public lmarena-ai/leaderboard-dataset on Hugging Face, under the CC BY 4.0 licence. We are not affiliated with the Arena.
LiveBench, by the LiveBench team, published at livebench.ai under the CC BY-SA 4.0 license. The overall average is recomputed by roo3.co with the same formula as the website (average of the categories), and those numbers stay under CC BY-SA 4.0. We are not affiliated with LiveBench.
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