Compare · ModelsLive · 2 picked · head to head
Qwen3 Coder Next FP8 vs Ultramarine 1 Flash
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Qwen3 Coder Next FP8 wins on 0/0 benchmarks
Not enough overlapping benchmarks to declare a winner yet · Qwen3 Coder Next FP8 · Ultramarine 1 Flash are still filling in scores.
Hype vs Reality
Attention vs performance
Qwen3 Coder Next FP8
no bench·#1 by attention
Ultramarine 1 Flash
no bench·no signal
Best value
Pricing unknown
Qwen3 Coder Next FP8
n/a
no price
Ultramarine 1 Flash
n/a
$0.33/M
Vendor risk
Who is behind the model
Alibaba (Qwen)
$293.0B·Tier 1
PI
Paper Instruments
private · undisclosed
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| — | — | — | — | |
PI Ultramarine 1 Flash | $0.15 | $0.50 | — | $2.38 |