Compare · ModelsLive · 2 picked · head to head
GPT-5.4 Pro (batch) vs Qwen3 Coder Next FP8
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
GPT-5.4 Pro (batch) wins on 0/0 benchmarks
Not enough overlapping benchmarks to declare a winner yet · GPT-5.4 Pro (batch) · Qwen3 Coder Next FP8 are still filling in scores.
Hype vs Reality
Attention vs performance
GPT-5.4 Pro (batch)
no bench·#4 by attention
Qwen3 Coder Next FP8
no bench·#2 by attention
Best value
Pricing unknown
GPT-5.4 Pro (batch)
n/a
$52.50/M
Qwen3 Coder Next FP8
n/a
no price
Vendor risk
Who is behind the model
OpenAI
$840.0B·Tier 1
Alibaba (Qwen)
$293.0B·Tier 1
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $15.00 | $90.00 | 1.1M tokens (~525 books) | $337.50 | |
| — | — | — | — |