LLM Comparison
DeepSeek V3.2 vs Olmo 3.1 32B Instruct
Side-by-side specs, pricing & capabilities · Updated October 2026
Price vs Intelligence
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2/6 modelsSame tier:
| Organization | ||
| OpenTools Score | 52 152 | 18 44.2 |
| Family | DeepSeek | Olmo |
| Status | Current | Current |
| Release Date | Dec 2025 | Jan 2026 |
| Context Window | 164K tokens | 66K tokens |
| Input Price | $0.26/M tokens | $0.20/M tokens |
| Output Price | $0.42/M tokens | $0.60/M tokens |
| Pricing Notes | Cache read: $0.1350/M tokens | — |
| Capabilities | textcode | textcode |
| Max Output | 164K tokens | — |
| API Identifier | deepseek/deepseek-v3.2 | allenai/olmo-3.1-32b-instruct |
| Benchmarks | ||
| MMLU-Pro | 85deepseek | — |
| GPQA Diamond | 82.4deepseek | 53.9394artificial-analysis |
| AIME 2025 | 93.1deepseek | — |
| LiveCodeBench | 83.3deepseek | — |
| SWE-bench Verified | 73.1deepseek | — |
| HLE | 25.1deepseek | — |
| BrowseComp | 51.4deepseek | — |
| MMLU | — | 80.9https://huggingface.co/allenai/Olmo-3.1-32B-Instruct |
| GPQA | — | 48.6https://huggingface.co/allenai/Olmo-3.1-32B-Instruct |
| View DeepSeek V3.2 | View Olmo 3.1 32B Instruct | |
Cost Calculator
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| Model | Input | Output | Total / mo | vs Best |
|---|---|---|---|---|
| DeepSeek V3.2Cheapest | $0.26 | $0.21 | $0.47 | — |
| Olmo 3.1 32B Instruct | $0.20 | $0.30 | $0.50 | +7% |
DeepSeek
DeepSeek V3.2
DeepSeek V3.2 is a large language model from DeepSeek. Supports up to 163,840 token context window. Achieves 87.1% on MMLU. Available from $0.26/M input tokens.
AllenAI
Olmo 3.1 32B Instruct
Olmo 3.1 32B Instruct is a large language model from AllenAI. Supports up to 65,536 token context window. Available from $0.20/M input tokens.
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