GPT-5.4 Pro vs Qwen3.8 Max (0902)
GPT-5.4 Pro 
Qwen3.8 Max (0902) Verdict
- GPT-5.4 Pro leads on quality: 64.3 vs 57.1.
- GPT-5.4 Pro is stronger in instruction following, knowledge, multimodal, reasoning.
- Qwen3.8 Max (0902) (xhigh) is stronger in maths.
- Qwen3.8 Max (0902) (xhigh) is 23× cheaper ($3.00 vs $67.50 per 1M blended).
- Qwen3.8 Max (0902) (xhigh) streams 37.5× faster (38 vs 1 tokens per second).
| Metric | GPT-5.4 Pro | Qwen3.8 Max (0902) (xhigh) |
|---|---|---|
| BenchLeader Index | 64.3 | 57.1 |
| Instruction following score | 67.3 | – |
| Knowledge score | 73.6 | 55.9 |
| Multimodal score | 69.8 | – |
| Reasoning score | 75.3 | 66.9 |
| Maths score | – | 61.2 |
| Blended price $/M | $67.50 | $3.00 |
| Output speed | 1 tok/s | 38 tok/s |
| Time to first answer | 6.3 s | 2.0 s |
| Context window | 1.1M | 1M |
| GPQA Diamond | – | 92.3% |
| FrontierMath Tiers 1–3 | – | 65.6% |
| FrontierMath Tier 4 | – | 34.1% |
| OTIS Mock AIME | – | 100.0% |
| SimpleQA Verified | – | 47.3% |
| Humanity's Last Exam | 44.3% | – |
| SimpleBench | 74.1% | – |
| Epoch Capabilities Index | 158.9 | – |
| MultiChallenge | 69.2% | – |
| VISTA | 53.9% | – |
| MultiNRC | 62.3% | – |
| TutorBench | 56.6% | – |
Data as of 2026-09-13. Best configuration of each model; every score links to its source on the model pages.
GPT-5.4 Pro vs Qwen3.8 Max (0902): questions
- Is GPT-5.4 Pro better than Qwen3.8 Max (0902)?
- GPT-5.4 Pro leads on quality: 64.3 vs 57.1. The BenchLeader Index combines every independent quality benchmark; GPT-5.4 Pro is ahead overall as of 2026-09-13, but check the category scores for your use.
- Which is cheaper, GPT-5.4 Pro or Qwen3.8 Max (0902)?
- Qwen3.8 Max (0902) is cheaper: $3.00 against $67.50 per million tokens, blended at three input tokens per output token.
- Which is faster, GPT-5.4 Pro or Qwen3.8 Max (0902)?
- Qwen3.8 Max (0902) streams faster: 38 against 1 output tokens per second.
- Which has the larger context window?
- GPT-5.4 Pro accepts more context: 1.1M against 1M tokens.