GPT-5.4 ProvsQwQ 32B
QwQ 32B is cheaper than GPT-5.4 Pro at $0.5/M vs $30/M input tokens.
| Spec | GPT-5.4 Pro | QwQ 32B |
|---|---|---|
| Input price | $30/M tokens | $0.5/M tokens |
| Output price | $180/M tokens | $1.5/M tokens |
| Context window | 1.1M tokens | 40K tokens |
| Weights | Closed | Open |
| Free API (OpenRouter) | No | No |
| Released | Mar 2026 | Mar 2025 |
Our Verdict
GPT-5.4 Pro
QwQ 32BRunner-up
Not enough votes to call it. On the specs, GPT-5.4 Pro has the edge: bigger model tier, newer, bigger context window, major provider backing.
QwQ 32B costs 120x less per token.
Slight edge
API pricing
Cost per 1M tokens
GPT-5.4 Pro
Input
$30.00
Output
$180.00
QwQ 32B
Input
$0.50
60× cheaper
Output
$1.50
120× cheaper
QwQ 32B is cheaper on both: 60× input, 120× output.
Where to run it
2 hosts
QwQ 32B
No hosts listed on OpenRouter.
Per million tokens. Prices and uptime via OpenRouter, checked 13 Sep 2026.
Writing DNA
Style Comparison
Similarity
40%
GPT-5.4 Pro uses 251.6x more headings
GPT-5.4 Pro
QwQ 32B
50%Vocabulary64%
35wSentence Length12w
0.70Hedging0.36
7.5Bold13.6
8.3Lists8.4
0.00Emoji0.00
2.52Headings0.00
0.01Transitions0.39
Based on 12 + 4 text responses
Research
What we learned reading every model
FAQ
Common questions
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