token.app › Compare › GPT-5.4 Pro vs Qwen3.8 Max
GPT-5.4 Pro vs Qwen3.8 Max
GPT-5.4 Pro leads on 4 of 4 shared benchmarks. Qwen3.8 Max is 23× cheaper per token on a blended 3:1 basis. GPT-5.4 Pro accepts the larger context window (1.1M).
Head to head
Blended price uses a 3:1 input:output mix
| GPT-5.4 Pro | Qwen3.8 Max | |
|---|---|---|
| Provider | OpenAI | Alibaba |
| Input $/1M | $30.00 | $2.00 |
| Output $/1M | $180.00 | $6.00 |
| Blended $/1M | $67.50 | $3.00 |
| Context window | 1.1M | 1M |
| Max output | 128K | 131K |
| Released | Mar 2026 | Aug 2026 |
| Licence | Proprietary | Proprietary |
| GPQA Diamond | 94.6% | 92.7% |
| FrontierMath T1–3 | 82.5% | 74.7% |
| FrontierMath T4 | 58.5% | 46.3% |
| SimpleQA Verified | 47.8% | 46.3% |
Benchmark scores independently run and published by Epoch AI, 'AI Benchmarking Hub', used under CC BY 4.0. Only benchmarks with a score for BOTH models are compared.
Choose GPT-5.4 Pro if…
- Higher GPQA Diamond (94.6% vs 92.7%)
- Higher FrontierMath T1–3 (82.5% vs 74.7%)
- Higher FrontierMath T4 (58.5% vs 46.3%)
- Higher SimpleQA Verified (47.8% vs 46.3%)
- Larger context window (1.1M)
Choose Qwen3.8 Max if…
- Costs less per token — $3.00 vs $67.50 blended
- Newer model (released Aug 2026)
FAQ
Which is better, GPT-5.4 Pro or Qwen3.8 Max?
Across the 4 benchmarks both models have independently-run scores for, GPT-5.4 Pro leads on 4 and Qwen3.8 Max leads on 0. Benchmarks are one input — price and context window are on this page too.
Is GPT-5.4 Pro cheaper than Qwen3.8 Max?
Qwen3.8 Max is cheaper: $3.00 versus $67.50 per million tokens blended at 3:1 input:output. Input alone: $30.00 vs $2.00. Output alone: $180.00 vs $6.00.
What context windows do GPT-5.4 Pro and Qwen3.8 Max have?
GPT-5.4 Pro: 1,050,000 tokens. Qwen3.8 Max: 1,000,000 tokens.
Who makes GPT-5.4 Pro and Qwen3.8 Max?
GPT-5.4 Pro is made by OpenAI. Qwen3.8 Max is made by Alibaba.