DeepSeek: DeepSeek V3.2 Speciale vs Google: Gemini 3.1 Pro Preview
Side-by-side comparison — pricing, context window, capabilities, and live leaderboard data.
Key differences
- Google: Gemini 3.1 Pro Preview has a 1049K-token context window — 6.4× larger than DeepSeek: DeepSeek V3.2 Speciale's 164K.
- DeepSeek: DeepSeek V3.2 Speciale is 86% cheaper per 1K input tokens than Google: Gemini 3.1 Pro Preview ($0.0003 vs $0.0020).
- DeepSeek: DeepSeek V3.2 Speciale is built by DeepSeek; Google: Gemini 3.1 Pro Preview is built by Google.
- Google: Gemini 3.1 Pro Preview supports vision (image inputs); the other does not.
Specifications
| DeepSeek: DeepSeek V3.2 Speciale | Google: Gemini 3.1 Pro Preview | |
|---|---|---|
| Provider | DeepSeek | |
| Context window | 164K | 1049K |
| Max output tokens | 8192 | 8192 |
| Input price / 1K tokens | $0.0003 | $0.0020 |
| Output price / 1K tokens | $0.0004 | $0.0120 |
| Vision support | No | Yes |
| Function calling | No | No |
| License | Open Source | Proprietary |
About DeepSeek: DeepSeek V3.2 Speciale
CN·OpenDeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning...
View DeepSeek: DeepSeek V3.2 Speciale reliability and benchmark history →About Google: Gemini 3.1 Pro Preview
US·ClosedGemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
View Google: Gemini 3.1 Pro Preview reliability and benchmark history →Try them yourself
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