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GLM-4.7 vs GPT-6 Astra
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| Attribute | GLM-4.7 | GPT-6 Astra |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 143 | 169 |
| Coding | 52 | 94 |
| Math | 8 | 95 |
| Reasoning & Knowledge | 36 | 99 |
| Agentic & Tools | 37 | 93 |
| Specifications | ||
| Developer | Z.ai (Zhipu AI) | OpenAI |
| Family | — | GPT |
| Released | Dec 22, 2025 | Sep 3, 2026 |
| Parameters | 358B | — |
| Availability | Open weights (unrestricted) | API access |
| Context window | 205K | 1.1M |
| Price — $/M input | $0.60 | $10.00 |
| Price — $/M output | $2.20 | $50.00 |
| Inputs | text | file, image, text |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 83% | 100% |
| APEX | 9% | 65% |
| FrontierMath | 2% | — |
| FrontierMath Tier 4 | 0% | — |
| GPQA Diamond | 83% | 96% |
| Humanity's Last Exam | 27% | 55% |
| LiveCodeBench | 89% | — |
| MMLU-Pro | 86% | — |
| SciCode | 45% | 56% |
| SimpleBench | 48% | — |
| SimpleQA Verified | 32% | 76% |
| Terminal-Bench | 33% | — |
| WebDev Arena | 1435 | 1800 |
| τ²-bench | 96% | — |
| ARC-AGI | — | 99% |
| ARC-AGI-2 | — | 95% |
| WeirdML | — | 94% |
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.