DeepSeek V3.2 vs Gemini 3.1 Pro Preview
Head to head on 24 shared benchmarks, with price, context window, and release dates.
Benchmark scores
57evals · sort by any column, ⤢ to expand fullscreen
| Model | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview Google (Alphabet Inc.) | 64.5% | 20.0% | 1491elo | 68.2 | 36.9% | 94.1% | 47.0% | 77.1% | 84.4% | 82.4% | 76.5% | 78.5% | 79.1% | 85.4% | 91.0% | 84.0% | 86.3% | 26.0% | 58.7% | 72.9% | 53.8% | 79.4 | 32.0% | 95.6% | - | - | - | 76.8% | 12.3% | 26.5% | - | 2 | 73.1% | 22.8% | 1142elo | 43.0% | 42.5% | 16.7% | 1314elo | 93.2% | 15.1% | - | 0.0% | - | 59.1% | 76.1% | - | 69.4% | 76.2% | 48.7% | 72.7% | - | - | 54.2% | 70.7% | 33.4% | 56.1% | 58.7% |
| DeepSeek V3.2 DeepSeek | 47.9% | 13.0% | 1515elo | 66.8 | 22.1% | 84.0% | 24.6% | 60.7% | 68.0% | 65.9% | 64.6% | 50.0% | 48.2% | 70.4% | 85.0% | 77.2% | 57.5% | 8.0% | 38.9% | 68.2% | 35.6% | 65 | 5.1% | 90.6% | 74.7% | 74.2% | 92.0% | - | - | - | 0.0% | - | - | - | - | - | - | - | - | - | - | 31.3% | - | 86.2% | - | - | 86.2% | - | - | - | - | 59.0% | 70.0% | - | - | - | - | 55.3% |
2 / 2 models
| Attribute | DeepSeek V3.2 DeepSeek | Gemini 3.1 Pro Preview Google (Alphabet Inc.) |
|---|---|---|
| Description | DeepSeek V3.2 is an AI model from DeepSeek, released with open weights. | Gemini 3.1 Pro Preview is an AI model from Google (Alphabet Inc.). |
| Family | Deepseek | Gemini |
| Params | - | - |
| Open weights | open | - |
| License | mit | - |
| Released | 1 Dec 2025 | 19 Feb 2026 |
| Context | 163,840 | 1,048,576 |
| Input $/1M | $0.28 | $2.00 |
| Output $/1M | $0.42 | $12.00 |
| Cache read $/1M | $0.140 | $0.200 |
| Cache write $/1M | - | $0.375 |
| Speed | 0 tok/s | 126 tok/s |
| Latency | 0.00 s | 14.65 s |
| Modalities | text | audio, file, image, text, video |
| Providers | - | - |
| Publisher | DeepSeek | Google (Alphabet Inc.) |
| Reported scores | Aider Polyglot Benchmark74.2% (Aider) MathArena57.47% GPQA Diamond84.0% (AA) Humanity's Last Exam (HLE)24.6% (AA) | GPQA Diamond94.1% (AA) Humanity's Last Exam (HLE)47.0% (AA) IFBench77.1% (AA) τ²-bench (Tau²-bench)95.6% (AA) Terminal-Bench (Hard)53.8% (AA) |
FAQ
- Is DeepSeek V3.2 or Gemini 3.1 Pro Preview better?
- Across the 24 benchmarks both models report on Sophon, Gemini 3.1 Pro Preview leads on 23 of them. Which one is "better" depends on the benchmark - the table above shows every shared score.
- How do DeepSeek V3.2 and Gemini 3.1 Pro Preview compare on GPQA Diamond?
- DeepSeek V3.2 scores 84.0% and Gemini 3.1 Pro Preview scores 94.1% on GPQA Diamond.
- Which is cheaper, DeepSeek V3.2 or Gemini 3.1 Pro Preview?
- DeepSeek V3.2 is cheaper at $0.42 per million output tokens against $12.00 for Gemini 3.1 Pro Preview - about 28.6x.
- When were DeepSeek V3.2 and Gemini 3.1 Pro Preview released?
- DeepSeek V3.2 was released 1 Dec 2025 by DeepSeek. Gemini 3.1 Pro Preview was released 19 Feb 2026 by Google (Alphabet Inc.).
Other head-to-heads
56Gemini 3.1 Pro Preview vs GPT-5.541 shared evalsClaude Opus 4.8 vs Gemini 3.1 Pro Preview38 shared evalsClaude Fable 5 vs Gemini 3.1 Pro Preview36 shared evalsGemini 3.1 Pro Preview vs GPT-5.434 shared evalsGemini 3.1 Pro Preview vs GLM 5.132 shared evalsClaude Sonnet 4.6 vs Gemini 3.1 Pro Preview32 shared evalsClaude Opus 4.6 vs Gemini 3.1 Pro Preview31 shared evalsClaude Opus 4.7 vs Gemini 3.1 Pro Preview31 shared evalsGemini 3.1 Pro Preview vs Kimi K2.530 shared evalsGemini 3.1 Pro Preview vs GPT-5.4 Mini30 shared evalsGemini 3.1 Pro Preview vs GPT-5.229 shared evalsDeepSeek V3.2 vs GPT-5.229 shared evalsClaude Opus 4.5 vs Gemini 3.1 Pro Preview28 shared evalsClaude Sonnet 4.5 vs Gemini 3.1 Pro Preview27 shared evalsClaude Sonnet 4.5 vs DeepSeek V3.227 shared evalsGemini 3.1 Pro Preview vs GPT-5 Mini27 shared evalsGemini 3.1 Pro Preview vs Qwen3.6 Plus27 shared evalsClaude Opus 4.5 vs DeepSeek V3.227 shared evalsDeepSeek V3.2 vs GPT-5 Mini26 shared evalsClaude Opus 4.6 vs DeepSeek V3.226 shared evalsDeepSeek V3.2 vs Grok 4.1 Fast26 shared evalsGemini 3.1 Pro Preview vs Grok 4.1 Fast25 shared evalsDeepSeek V3.2 vs Kimi K2.525 shared evalsDeepSeek V3.2 vs GPT-5.424 shared evalsDeepSeek V3.2 vs GLM 5.124 shared evalsDeepSeek V3.2 vs GPT-5.523 shared evalsClaude 4 Sonnet vs Gemini 3.1 Pro Preview23 shared evalsClaude Opus 4.7 vs DeepSeek V3.223 shared evalsClaude Sonnet 4.6 vs DeepSeek V3.223 shared evalsDeepSeek V3.2 vs gpt-oss-120b23 shared evalsGemini 3.1 Pro Preview vs GPT-5 Nano22 shared evalsDeepSeek V3.2 vs GPT-5 Nano22 shared evalsClaude Opus 4.8 vs DeepSeek V3.222 shared evalsDeepSeek V3.2 vs GPT-5.4 Mini22 shared evalsDeepSeek V3.2 vs GLM 4.722 shared evalsGemini 3.1 Pro Preview vs GLM 4.721 shared evalsClaude 4 Sonnet vs DeepSeek V3.221 shared evalsDeepSeek V3.2 vs Gemini 2.5 Pro21 shared evalsGemini 2.5 Pro vs Gemini 3.1 Pro Preview20 shared evalsClaude Fable 5 vs DeepSeek V3.220 shared evalsDeepSeek V3.2 vs Qwen3.6 Plus20 shared evalsGemini 3.1 Pro Preview vs GPT-519 shared evalsDeepSeek V3.2 vs GPT-519 shared evalsGemini 3.1 Pro Preview vs gpt-oss-120b18 shared evalsDeepSeek V3.2 vs GPT-4o18 shared evalsGemini 3.1 Pro Preview vs GPT-6 Astra16 shared evalsDeepSeek V3.2 vs GPT-4.1 Mini15 shared evalsDeepSeek V3.2 vs GPT-4.115 shared evalsDeepSeek V3.2 vs GPT-4o-mini15 shared evalsDeepSeek V3.2 vs GPT-4.1 Nano15 shared evalsGemini 3.1 Pro Preview vs GPT-4o14 shared evalsGemini 3.1 Pro Preview vs GPT-4.113 shared evalsGemini 3.1 Pro Preview vs GPT-4.1 Mini12 shared evalsGemini 3.1 Pro Preview vs GPT-4o-mini12 shared evalsGemini 3.1 Pro Preview vs GPT-4.1 Nano12 shared evalsDeepSeek V3.2 vs GPT-6 Astra9 shared evals
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