DeepSeek
An AI research lab known for releasing highly capable, highly capable open-weight models that match frontier performance at significantly lower inference and training costs.
What it is
DeepSeek is an AI provider that gained major industry prominence by releasing models like DeepSeek-V3, V4, and R1. By using advanced architectures like Mixture-of-Experts and highly efficient memory compression, they provide GPT-level reasoning and coding capabilities at a fraction of the standard API cost.
When you would use it
You select DeepSeek models when you need frontier-level coding and reasoning capabilities but require significantly lower operational API costs or need to run powerful open-weight models.
Common operations
- Self-hosting high-performance coding agents economically.
- Serving massive-scale enterprise API requests with DeepSeek models via API.
Related terms
Dashed terms are named in the source but do not have a page here yet.