Key Takeaways
DeepSeek V3.2 Speciale wins:
- Cheaper input tokens
- Cheaper output tokens
- Better at math
Gemini 3 Pro Preview wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Supports vision
- Has reasoning mode
Price Advantage
DeepSeek V3.2 Speciale
Benchmark Advantage
Gemini 3 Pro Preview
Context Window
Gemini 3 Pro Preview
Speed
Gemini 3 Pro Preview
Pricing Comparison
Price Comparison
| Metric | DeepSeek V3.2 Speciale | Gemini 3 Pro Preview | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.27 | $2.00 | DeepSeek V3.2 Speciale |
| Output (per 1M tokens) | $0.41 | $12.00 | DeepSeek V3.2 Speciale |
| Cache Read (per 1M) | $135000.00 | $200000.00 | DeepSeek V3.2 Speciale |
| Cache Write (per 1M) | N/A | $375000.00 | Gemini 3 Pro Preview |
Using a 3:1 input/output ratio, DeepSeek V3.2 Speciale is 93% cheaper overall.
DeepSeek V3.2 Speciale Providers
Chutes $0.27 (Cheapest)
Parasail $0.40
AtlasCloud $0.40
Gemini 3 Pro Preview Providers
Google AI Studio $2.00 (Cheapest)
Google $2.00 (Cheapest)
Benchmark Comparison
6
Benchmarks Compared
1
DeepSeek V3.2 Speciale Wins
5
Gemini 3 Pro Preview Wins
Benchmark Scores
| Benchmark | DeepSeek V3.2 Speciale | Gemini 3 Pro Preview | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 34.1 | 48.4 | |
Coding Index Code generation & understanding | 37.9 | 46.5 | |
Math Index Mathematical reasoning | 96.7 | 95.7 | |
MMLU Pro Academic knowledge | 86.3 | 89.8 | |
GPQA Graduate-level science | 87.1 | 90.8 | |
LiveCodeBench Competitive programming | 89.6 | 91.7 |
Gemini 3 Pro Preview significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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DeepSeek V3.2 Speciale
Other models
Context & Performance
Context Window
DeepSeek V3.2 Speciale
163,840
tokens
Max output: 65,536 tokens
Gemini 3 Pro Preview
1,048,576
tokens
Max output: 65,536 tokens
Gemini 3 Pro Preview has a 84% larger context window.
Speed Performance
| Metric | DeepSeek V3.2 Speciale | Gemini 3 Pro Preview | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 132.8 tok/s | |
| Time to First Token | 0.00s | 30.65s |
Gemini 3 Pro Preview responds Infinity% faster on average.
Capabilities
Feature Comparison
| Feature | DeepSeek V3.2 Speciale | Gemini 3 Pro Preview |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | DeepSeek V3.2 Speciale | Gemini 3 Pro Preview |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Deepseek | |
| Released | Dec 2025 | Nov 2025 |
DeepSeek V3.2 Speciale Modalities
Input
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Output
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Gemini 3 Pro Preview Modalities
Input
textimagefileaudiovideo
Output
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