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GLM-5.1 vs GPT-6 Astra
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| Attribute | GLM-5.1 | GPT-6 Astra |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 150 | 169 |
| Coding | 47 | 94 |
| Math | 57 | 95 |
| Reasoning & Knowledge | 46 | 99 |
| Agentic & Tools | 77 | 93 |
| Specifications | ||
| Developer | Z.ai (Zhipu AI) | OpenAI |
| Family | — | GPT |
| Released | Apr 7, 2026 | Sep 3, 2026 |
| Parameters | 754B | — |
| Availability | Open weights (unrestricted) | API access |
| Context window | 205K | 1.1M |
| Price — $/M input | $1.19 | $10.00 |
| Price — $/M output | $3.74 | $50.00 |
| Inputs | text | file, image, text |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 93% | 100% |
| APEX | 41% | 65% |
| FrontierMath | 33% | — |
| FrontierMath Tier 4 | 13% | — |
| GPQA Diamond | 90% | 96% |
| Humanity's Last Exam | 30% | 55% |
| SciCode | 45% | 56% |
| SimpleBench | 55% | — |
| SimpleQA Verified | 34% | 76% |
| SWE-bench Verified | 74% | — |
| WebDev Arena | 1508 | 1800 |
| WeirdML | 57% | 94% |
| τ²-bench | 98% | — |
| ARC-AGI | — | 99% |
| ARC-AGI-2 | — | 95% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.