Updated daily at 05:00 UTC
- Released
- 18 Aug 2026
- Status
- Current
- Context
- 1M
- Max output
- 131.1K
- Input per 1M tokens
- $1.40
- Output per 1M tokens
- $4.40
- Open weights
- Yes
- License
- glm-5.3
- Parameters
- —
- Knowledge cutoff
- —
- Reasoning
- Yes
- Modalities
- text → text
Category scores
Out of 100, from independent and third-party results only, by method category-2026-09-29.1.
| Category | Score | Rank | Coverage |
|---|---|---|---|
| Knowledge & reasoning | 41.1 | 34 | 2 of 4 |
| Coding & software engineering | 54.5 | Not ranked | 2 of 5 |
| Factuality & hallucination | 41.0 | 36 | 1 of 1 |
| Human preference | 69.6 | Not ranked | 2 of 5 |
Benchmark results
Every result we hold for this model, with who ran it and where it was published.
Knowledge & reasoning
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| Chess Puzzles | Puzzles solved | 21.0% | Independent | max | 24 Aug 2026 | Epoch AI |
| DTBench (Decision Theory Benchmark) | Accuracy (capability questions) | 87.7% | Third party | unknown | — | https://conceptualreasoning.ai/dtbench via Epoch AI |
| Humanity's Last Exam (HLE) | Accuracy | 62.5% | Self-reported | — | — | Model Card via Hugging Face Community Evals |
| LMCA (Language Model Conceptual Argumentation) | Correlation with expert ratings (Pearson r) | 0.5551 | Third party | unknown | — | https://conceptualreasoning.ai/lmca via Epoch AI |
| Mystery Game Puzzles | Puzzles solved | 33.0% | Independent | max | 30 Aug 2026 | Epoch AI |
Scientific reasoning
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| GPQA Diamond | Accuracy | 90.9% | Independent | max | 24 Aug 2026 | Epoch AI |
Mathematics
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| FrontierMath Tier 4 | Accuracy | 29.3% | Independent | max | 25 Aug 2026 | Epoch AI |
| FrontierMath Tiers 1-3 | Accuracy | 68.8% | Independent | max | 25 Aug 2026 | Epoch AI |
| OTIS Mock AIME 2024-2025 | Accuracy | 91.1% | Independent | max | 24 Aug 2026 | Epoch AI |
Coding & software engineering
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| DeepSWE | Pass@1 | 69.0% | Third party | max | — | https://deepswe.datacurve.ai/ via Epoch AI |
| FrontierCode | Main score (Mean@5) | 40.1% | Third party | max | — | https://cognition.com/frontiercode via Epoch AI |
| WeirdML (v2) | Average accuracy | 75.4% | Third party | max | — | https://htihle.github.io/weirdml.html via Epoch AI |
Professional knowledge work
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| APEX-Agents | Pass@1 (all rubric criteria met) | 56.6% | Source not stated | unknown | — | Epoch AI via Epoch AI |
Factuality & hallucination
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| SimpleQA Verified | Accuracy (% correct) | 41.0% | Independent | max | 28 Aug 2026 | Epoch AI |
Human preference
| Benchmark | Metric | Value | Provenance | Setting | Evaluated | Source |
|---|---|---|---|---|---|---|
| Code Arena: WebDev (arena.ai) | Arena score (Elo scale) | 1619 | Independent | max | 25 Sep 2026 | Arena |
| Code Arena: WebDev (arena.ai) | Votes | 6410 | Independent | max | 25 Sep 2026 | Arena |
| Text Arena (arena.ai) | Arena score (Elo scale) | 1480 | Independent | max | 25 Sep 2026 | Arena |
| Text Arena (arena.ai) | Votes | 15904 | Independent | max | 25 Sep 2026 | Arena |
Other GLM versions
- GLM-5.3-Flash26 Aug 2026
- GLM-5.216 Jun 2026
- GLM-5.17 Apr 2026
- GLM-5-Turbo15 Mar 2026
- GLM-512 Feb 2026
- GLM-4.7-Flash19 Jan 2026
- GLM-4.722 Dec 2025
- GLM-4.630 Sep 2025
- GLM-4.528 Jul 2025
- GLM-4.5-Air28 Jul 2025
- GLM-4.5-Flash28 Jul 2025
- GLM-4-32B-041414 Apr 2025
- GLM-4-9B-041414 Apr 2025
- GLM-4-PlusAug 2024
- GLM-4-9B-Chat5 Jun 2024
- GLM-4-9B-Chat-1M5 Jun 2024
- GLM-4Jan 2024
- GLM-4-Flash—
- GLM-4-Long—