Real-time X data and fewer refusals, with the trade-offs that implies.
- Real-time news
- Social sentiment
- Technical questions
Frontier-adjacent reasoning at a fraction of the API price.
DeepSeek's reasoning models compete with far more expensive offerings on mathematics and coding benchmarks, and its API pricing is an order of magnitude below the Western frontier labs. Its open weights mean the models can also be self-hosted, which removes the vendor dependency entirely.
The main considerations are not technical. The hosted service processes data in China, which is a blocker for many organisations, and the models decline or deflect on topics sensitive to the Chinese state. Self-hosting avoids the first problem entirely and is how most Western teams use it seriously.
What earned DeepSeek the #6 position in Chatbots & Assistants.
Reasoning and coding performance close to frontier models at far lower cost.
Open weights allow full self-hosting with no vendor dependency.
API pricing is dramatically cheaper than comparable models.
Visible chain-of-thought makes its reasoning auditable.
Free web and mobile access with generous limits.
An honest look at what DeepSeek does well and where it will get in your way.
The work DeepSeek is genuinely the right tool for.
Other tools ranked in Chatbots & Assistants.
Real-time X data and fewer refusals, with the trade-offs that implies.
European data residency with open models underneath.
AI inside Word, Excel, and Teams rather than in another tab.