GLM-5.1 (Non-reasoning): benchmark results
GLM-5.1 evaluated with reasoning disabled. Provider: Zhipu. Released 2026-03-27. Access: Open.
Aggregate Rating 1645 ± 16, rank #541 of 2168 rated models, from 66 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| Tau2-Bench Telecom | 97.08 | Success Rate (%) | 97.4 |
| AA TAU-2 Bench | 97.08 | Accuracy (%) | 97.3 |
| AA Omniscience - Software Engineering (SWE) - HTML | 58 | Accuracy (%) | 94.7 |
| UGI - Writing | 54.9 | Writing Score | 89.3 |
| UGI - Natural Intelligence | 49.51 | NatInt Score | 88.4 |
| AA Omniscience - Software Engineering (SWE) - PHP | 42 | Accuracy (%) | 87.2 |
| AA Omniscience - Software Engineering (SWE) - Python | 34 | Accuracy (%) | 85.7 |
| AA Omniscience - Software Engineering (SWE) - C | 53 | Accuracy (%) | 84.1 |
| AA Omniscience - Software Engineering (SWE) - JavaScript | 40.91 | Accuracy (%) | 83.4 |
| AA Omniscience - Software Engineering (SWE) - Java | 24 | Accuracy (%) | 83.3 |
| AA Omniscience - Software Engineering (SWE) - TypeScript | 36.67 | Accuracy (%) | 82.4 |
| AA Terminal-Bench Hard | 35.61 | Accuracy (%) | 82 |
Interactive version: theaggregate.ai/model?slug=glm-5-1-non-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.