Key Takeaways
DeepSeek V3.1 wins:
- Higher intelligence benchmark
- Better at coding
- Has reasoning mode
Qwen3 VL 32B Instruct wins:
- Cheaper input tokens
- Cheaper output tokens
- Larger context window
- Faster response time
- Better at math
- Supports vision
Price Advantage
Qwen3 VL 32B Instruct
Benchmark Advantage
DeepSeek V3.1
Context Window
Qwen3 VL 32B Instruct
Speed
Qwen3 VL 32B Instruct
Pricing Comparison
Price Comparison
| Metric | DeepSeek V3.1 | Qwen3 VL 32B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.15 | $0.10 | Qwen3 VL 32B Instruct |
| Output (per 1M tokens) | $0.75 | $0.42 | Qwen3 VL 32B Instruct |
| Cache Read (per 1M) | $0.10 | $0.45 | DeepSeek V3.1 |
Using a 3:1 input/output ratio, Qwen3 VL 32B Instruct is 39% cheaper overall.
DeepSeek V3.1 Providers
No provider data available
Qwen3 VL 32B Instruct Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
5
DeepSeek V3.1 Wins
1
Qwen3 VL 32B Instruct Wins
Benchmark Scores
| Benchmark | DeepSeek V3.1 | Qwen3 VL 32B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 28.1 | 17.2 | |
Coding Index Code generation & understanding | 28.4 | 15.6 | |
Math Index Mathematical reasoning | 49.7 | 68.3 | |
MMLU Pro Academic knowledge | 83.3 | 79.1 | |
GPQA Graduate-level science | 73.5 | 67.1 | |
LiveCodeBench Competitive programming | 57.7 | 51.4 |
DeepSeek V3.1 significantly outperforms in coding benchmarks.
Cost vs Quality
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DeepSeek V3.1
Other models
Context & Performance
Context Window
DeepSeek V3.1
32,768
tokens
Qwen3 VL 32B Instruct
131,072
tokens
Qwen3 VL 32B Instruct has a 75% larger context window.
Speed Performance
| Metric | DeepSeek V3.1 | Qwen3 VL 32B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 77.2 tok/s | |
| Time to First Token | 0.00s | 1.09s |
Qwen3 VL 32B Instruct responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | DeepSeek V3.1 | Qwen3 VL 32B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | DeepSeek V3.1 | Qwen3 VL 32B Instruct |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Deepseek | Qwen |
| Released | Aug 2025 | Oct 2025 |
DeepSeek V3.1 Modalities
Input
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Output
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Qwen3 VL 32B Instruct Modalities
Input
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Output
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