Key Takeaways
GPT-5.2 Pro wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports vision
QwQ 32B wins:
- Cheaper input tokens
- Cheaper output tokens
- Has reasoning mode
Price Advantage
QwQ 32B
Benchmark Advantage
GPT-5.2 Pro
Context Window
GPT-5.2 Pro
Speed
GPT-5.2 Pro
Pricing Comparison
Price Comparison
| Metric | GPT-5.2 Pro | QwQ 32B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $21.00 | $0.15 | QwQ 32B |
| Output (per 1M tokens) | $168.00 | $0.40 | QwQ 32B |
Using a 3:1 input/output ratio, QwQ 32B is 100% cheaper overall.
GPT-5.2 Pro Providers
OpenAI $21.00 (Cheapest)
QwQ 32B Providers
SiliconFlow $0.15 (Cheapest)
NextBit $0.15 (Cheapest)
Hyperbolic $0.25
Benchmark Comparison
8
Benchmarks Compared
5
GPT-5.2 Pro Wins
0
QwQ 32B Wins
Benchmark Scores
| Benchmark | GPT-5.2 Pro | QwQ 32B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 51.2 | 19.7 | |
Coding Index Code generation & understanding | 48.7 | - | - |
Math Index Mathematical reasoning | 99.0 | 29.0 | |
MMLU Pro Academic knowledge | 87.4 | 76.4 | |
GPQA Graduate-level science | 90.3 | 59.3 | |
LiveCodeBench Competitive programming | 88.9 | 63.1 | |
Aider Real-world code editing | - | 26.2 | - |
AIME Competition math | - | 78.0 | - |
GPT-5.2 Pro significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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GPT-5.2 Pro
Other models
Context & Performance
Context Window
GPT-5.2 Pro
400,000
tokens
Max output: 128,000 tokens
QwQ 32B
32,768
tokens
Max output: 32,768 tokens
GPT-5.2 Pro has a 92% larger context window.
Speed Performance
| Metric | GPT-5.2 Pro | QwQ 32B | Winner |
|---|---|---|---|
| Tokens/second | 98.3 tok/s | 28.9 tok/s | |
| Time to First Token | 46.57s | 0.51s |
GPT-5.2 Pro responds 241% faster on average.
Capabilities
Feature Comparison
| Feature | GPT-5.2 Pro | QwQ 32B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | GPT-5.2 Pro | QwQ 32B |
|---|---|---|
| License | Proprietary | Open Source |
| Author | OpenAI | Qwen |
| Released | Dec 2025 | Mar 2025 |
GPT-5.2 Pro Modalities
Input
imagetextfile
Output
text
QwQ 32B Modalities
Input
text
Output
text