GPT-6 Astra vs Qwen 3.8 Max
GPT-6 Astra (OpenAI) and Qwen 3.8 Max (Alibaba) compared on benchmarks, pricing, context window, and use-case rankings.
- GPT-6 Astra leads on overall intelligence (ECI 169 vs 157).
- Qwen 3.8 Max is cheaper on input tokens — $2.00 vs $10.00 per 1M.
- GPT-6 Astra has a larger context window (1.1M vs 1M tokens).
- GPT-6 Astra ranks higher for coding (95th vs 86th percentile).
| Attribute | GPT-6 Astra | Qwen 3.8 Max |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 169 | 157 |
| Coding | 95 | 86 |
| Math | 96 | 93 |
| Reasoning & Knowledge | 99 | 76 |
| Agentic & Tools | 96 | — |
| Specifications | ||
| Developer | OpenAI | Alibaba |
| Family | GPT | Qwen |
| Released | Sep 3, 2026 | Jul 19, 2026 |
| Parameters | — | 2.4T |
| Availability | API access | API access |
| Context window | 1.1M | 1M |
| Price — $/M input | $10.00 | $2.00 |
| Price — $/M output | $50.00 | $6.00 |
| Inputs | file, image, text | text, image, video |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 100% | 99% |
| APEX | 47% | — |
| ARC-AGI | 99% | — |
| ARC-AGI-2 | 95% | — |
| GPQA Diamond | 96% | 93% |
| Humanity's Last Exam | 55% | 43% |
| SciCode | 56% | 52% |
| SimpleQA Verified | 76% | 46% |
| WebDev Arena | 1797 | 1669 |
| WeirdML | 93% | — |
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.
Frequently asked questions
Is GPT-6 Astra better than Qwen 3.8 Max?
On Epoch AI's Capabilities Index, GPT-6 Astra scores higher (169) than Qwen 3.8 Max (157). The right pick depends on your task — compare their coding, math, and reasoning scores in the table above.
Which is cheaper, GPT-6 Astra or Qwen 3.8 Max?
Qwen 3.8 Max is cheaper on input tokens at $2.00 per million, versus $10.00 (representative OpenRouter pricing).
Which has a larger context window, GPT-6 Astra or Qwen 3.8 Max?
GPT-6 Astra supports up to 1.1M tokens, compared with 1M for the other.
Which is better for coding, GPT-6 Astra or Qwen 3.8 Max?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, GPT-6 Astra ranks higher — 95th vs 86th percentile among the models tracked on Model Beat.
Want a different match-up? Open the compare tool to add or swap models.
More comparisons
Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.