Key Takeaways
DeepSeek V3.2 wins:
- Cheaper output tokens
- Better at coding
- Better at math
- Has reasoning mode
Qwen3.5-122B-A10B wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Supports vision
Price Advantage
DeepSeek V3.2
Benchmark Advantage
DeepSeek V3.2
Context Window
Qwen3.5-122B-A10B
Speed
Qwen3.5-122B-A10B
Pricing Comparison
Price Comparison
| Metric | DeepSeek V3.2 | Qwen3.5-122B-A10B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.26 | $0.26 | Tie |
| Output (per 1M tokens) | $0.38 | $2.08 | DeepSeek V3.2 |
| Cache Read (per 1M) | $0.03 | $0.30 | DeepSeek V3.2 |
Using a 3:1 input/output ratio, DeepSeek V3.2 is 59% cheaper overall.
DeepSeek V3.2 Providers
No provider data available
Qwen3.5-122B-A10B Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
1
DeepSeek V3.2 Wins
2
Qwen3.5-122B-A10B Wins
Benchmark Scores
| Benchmark | DeepSeek V3.2 | Qwen3.5-122B-A10B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 32.1 | 35.9 | |
Coding Index Code generation & understanding | 34.6 | 31.6 | |
Math Index Mathematical reasoning | 59.0 | - | - |
MMLU Pro Academic knowledge | 83.7 | - | - |
GPQA Graduate-level science | 75.1 | 82.7 | |
LiveCodeBench Competitive programming | 59.3 | - | - |
DeepSeek V3.2 shows stronger mathematical reasoning abilities.
Cost vs Quality
X-axis:
Y-axis:
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DeepSeek V3.2
Other models
Context & Performance
Context Window
DeepSeek V3.2
163,840
tokens
Qwen3.5-122B-A10B
262,144
tokens
Qwen3.5-122B-A10B has a 38% larger context window.
Speed Performance
| Metric | DeepSeek V3.2 | Qwen3.5-122B-A10B | Winner |
|---|---|---|---|
| Tokens/second | 24.4 tok/s | 146.6 tok/s | |
| Time to First Token | 1.43s | 1.03s |
Qwen3.5-122B-A10B responds 500% faster on average.
Capabilities
Feature Comparison
| Feature | DeepSeek V3.2 | Qwen3.5-122B-A10B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | DeepSeek V3.2 | Qwen3.5-122B-A10B |
|---|---|---|
| License | Open Source | Open Source |
| Author | Deepseek | Qwen |
| Released | Dec 2025 | Feb 2026 |
DeepSeek V3.2 Modalities
Input
text
Output
text
Qwen3.5-122B-A10B Modalities
Input
textimagevideo
Output
text