
DeepSeek

Side-by-side comparison based on pricing, features, and community data.
DeepSeek and OPT are both AI research tools. DeepSeek is Freemium; OPT is Open Source. DeepSeek-V3.2 is the practical choice for users wanting a capable AI assistant today.
DeepSeek-V3.2 is the practical choice for users wanting a capable AI assistant today. It delivers strong reasoning and coding performance through accessible web/mobile interfaces with free tier access, though Chinese ownership raises legitimate privacy concerns for sensitive work. OPT is a research artifact—a lightweight 350M parameter model optimized for reproducibility and academic exploration, not production use. DeepSeek dominates on capability (1M token context, 671B parameters, 96th percentile on coding); OPT excels only if you need to run inference locally on constrained hardware or need full source code transparency for research. For commercial applications or complex tasks, DeepSeek wins decisively. For academic AI research needing an open baseline, OPT's value lies in its reproducibility, not performance.
Pick DeepSeek if you need a genuinely capable AI assistant with strong reasoning for work tasks, coding help, or complex problem-solving today.
Pick OPT if you're an AI researcher needing a fully open-source baseline model to fine-tune or study, prioritizing transparency over performance.
| Feature | DeepSeek | OPT |
|---|---|---|
| Model Size / Capability | 671B parameters (37B active MoE) | Up to 175B, but base is 350M |
| Math Reasoning | 79.8% on AIME 2024 | No benchmark data provided |
| Coding Performance | 96.3 percentile (Codeforces) | No benchmark data provided |
| Context Window | 1 million tokens | Standard; varies by size |
| Deployment Options | Web, mobile, API, Chrome extension | API / self-hosted only |
| Language Support | English + Chinese | English only |
| Source Transparency | Proprietary; limited transparency | Fully open-source code and weights |
| Ideal for Production | ✓ Yes | Research / local experimentation |
Synthesized by AI from verified tool data · cached per pair


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