Key Takeaways
R1 Distill Qwen 32B wins:
- Cheaper output tokens
- Faster response time
- Has reasoning mode
DeepSeek V3.2 Speciale wins:
- Cheaper input tokens
- Larger context window
- Higher intelligence benchmark
- Better at coding
- Better at math
Price Advantage
R1 Distill Qwen 32B
Benchmark Advantage
DeepSeek V3.2 Speciale
Context Window
DeepSeek V3.2 Speciale
Speed
R1 Distill Qwen 32B
Pricing Comparison
Price Comparison
| Metric | R1 Distill Qwen 32B | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.29 | $0.27 | DeepSeek V3.2 Speciale |
| Output (per 1M tokens) | $0.29 | $0.41 | R1 Distill Qwen 32B |
| Cache Read (per 1M) | N/A | $135000.00 | DeepSeek V3.2 Speciale |
Using a 3:1 input/output ratio, R1 Distill Qwen 32B is 5% cheaper overall.
R1 Distill Qwen 32B Providers
NextBit $0.29 (Cheapest)
Novita $0.30
Cloudflare $0.50
DeepSeek V3.2 Speciale Providers
Chutes $0.27 (Cheapest)
Parasail $0.40
AtlasCloud $0.40
Benchmark Comparison
7
Benchmarks Compared
0
R1 Distill Qwen 32B Wins
5
DeepSeek V3.2 Speciale Wins
Benchmark Scores
| Benchmark | R1 Distill Qwen 32B | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 17.2 | 34.1 | |
Coding Index Code generation & understanding | - | 37.9 | - |
Math Index Mathematical reasoning | 63.0 | 96.7 | |
MMLU Pro Academic knowledge | 73.9 | 86.3 | |
GPQA Graduate-level science | 61.5 | 87.1 | |
LiveCodeBench Competitive programming | 27.0 | 89.6 | |
AIME Competition math | 68.7 | - | - |
DeepSeek V3.2 Speciale significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
Loading chart...
R1 Distill Qwen 32B
Other models
Context & Performance
Context Window
R1 Distill Qwen 32B
32,768
tokens
Max output: 32,768 tokens
DeepSeek V3.2 Speciale
163,840
tokens
Max output: 65,536 tokens
DeepSeek V3.2 Speciale has a 80% larger context window.
Speed Performance
| Metric | R1 Distill Qwen 32B | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Tokens/second | 56.1 tok/s | 0.0 tok/s | |
| Time to First Token | 0.47s | 0.00s |
R1 Distill Qwen 32B responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | R1 Distill Qwen 32B | DeepSeek V3.2 Speciale |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | R1 Distill Qwen 32B | DeepSeek V3.2 Speciale |
|---|---|---|
| License | Open Source | Open Source |
| Author | Deepseek | Deepseek |
| Released | Jan 2025 | Dec 2025 |
R1 Distill Qwen 32B Modalities
Input
text
Output
text
DeepSeek V3.2 Speciale Modalities
Input
text
Output
text