GPT-5.4 Pro vs Qwen3 Next 80B A3B Thinking
Compare GPT-5.4 Pro by OpenAI against Qwen3 Next 80B A3B Thinking by Qwen, context windows of 1.1M vs 66K, tested across 18 shared challenges.
Our Verdict
GPT-5.4 Pro
Qwen3 Next 80B A3B ThinkingRunner-up
No community votes yet. On paper, GPT-5.4 Pro has the edge — bigger model tier, newer, bigger context window, major provider backing.
Qwen3 Next 80B A3B Thinking is 120x cheaper per token — worth considering if cost matters.
Slight edge
API pricing
Cost per 1M tokens
GPT-5.4 Pro
Input
$30.00
Output
$180.00
Qwen3 Next 80B A3B Thinking
Input
$0.15
200× cheaper
Output
$1.50
120× cheaper
Qwen3 Next 80B A3B Thinking is cheaper on both — 200× input, 120× output
Writing DNA
Style Comparison
Similarity
56%
Qwen3 Next 80B A3B Thinking uses 57.7x more emoji
GPT-5.4 Pro
Qwen3 Next 80B A3B Thinking
50%Vocabulary54%
35wSentence Length16w
0.70Hedging0.31
7.5Bold6.0
8.3Lists4.5
0.00Emoji0.58
2.52Headings0.88
0.01Transitions0.10
Based on 12 + 17 text responses
Research
What we learned reading every model
FAQ
