GPT-6 Astra vs Qwen3.8 Max (0902)
GPT-6 Astra 
Qwen3.8 Max (0902) Verdict
- GPT-6 Astra (max) leads on quality: 70.5 vs 57.1.
- GPT-6 Astra (max) is stronger in agents & tools, coding, composite, human preference, knowledge, maths, reasoning.
- Qwen3.8 Max (0902) (xhigh) is 6.7× cheaper ($3.00 vs $20.00 per 1M blended).
- GPT-6 Astra (max) streams 1.6× faster (60 vs 38 tokens per second).
| Metric | GPT-6 Astra (max) | Qwen3.8 Max (0902) (xhigh) |
|---|---|---|
| BenchLeader Index | 70.5 | 57.1 |
| Agents & tools score | 68.2 | – |
| Coding score | 77.3 | – |
| Composite score | 72.9 | – |
| Human preference score | 67.9 | – |
| Knowledge score | 80.0 | 55.9 |
| Maths score | 77.2 | 61.2 |
| Reasoning score | 72.7 | 66.9 |
| Blended price $/M | $20.00 | $3.00 |
| Output speed | 60 tok/s | 38 tok/s |
| Time to first answer | 321.0 s | 2.0 s |
| Context window | 1.1M | 1M |
| GPQA Diamond | 95.8% | 92.3% |
| FrontierMath Tiers 1–3 | 93.7% | 65.6% |
| FrontierMath Tier 4 | 97.6% | 34.1% |
| OTIS Mock AIME | 100.0% | 100.0% |
| SimpleQA Verified | 75.6% | 47.3% |
| Terminal-Bench | 58.2% | – |
| SciCode | 56.5% | – |
| FrontierCode | 53.3% | – |
| LMArena Text | 1478 | – |
| LMArena Hard Prompts | 1495 | – |
| LMArena Coding | 1537 | – |
| LMArena WebDev | 1800 | – |
| LMArena Agent | 12.4 | – |
| LiveBench | 82.2% | – |
| LiveBench Reasoning | 92.7% | – |
| LiveBench Coding | 80.4% | – |
| LiveBench Agentic Coding | 57.3% | – |
| LiveBench Mathematics | 96.8% | – |
| LiveBench Data Analysis | 83.0% | – |
| LiveBench Language | 89.4% | – |
| IOI | 100.0% | – |
| Terminal-Bench 2.1 (Vals) | 87.3% | – |
| Vals Index | 66.6 | – |
| ARC-AGI-1 | 97.5% | – |
| ARC-AGI-2 | 95.0% | – |
| ARC-AGI-3 | 98.6% | – |
Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.
GPT-6 Astra vs Qwen3.8 Max (0902): questions
- Is GPT-6 Astra better than Qwen3.8 Max (0902)?
- GPT-6 Astra (max) leads on quality: 70.5 vs 57.1. The BenchLeader Index combines every independent quality benchmark; GPT-6 Astra (max) is ahead overall as of 2026-09-13, but check the category scores for your use.
- Which is cheaper, GPT-6 Astra or Qwen3.8 Max (0902)?
- Qwen3.8 Max (0902) is cheaper: $3.00 against $20.00 per million tokens, blended at three input tokens per output token.
- Which is faster, GPT-6 Astra or Qwen3.8 Max (0902)?
- GPT-6 Astra streams faster: 60 against 38 output tokens per second.
- Which has the larger context window?
- GPT-6 Astra accepts more context: 1.1M against 1M tokens.