DeepSeek R1 0528 is a May 2025 update to the original DeepSeek R1, positioned as the strongest open-weight reasoning model in its family and described as approaching the performance tier of leading closed frontier models on reasoning benchmarks. The architecture follows a Mixture-of-Experts design with 671 billion total parameters and roughly 37 billion active per inference pass, balancing large-scale capacity with efficient routing for complex reasoning workloads. Its open-source weights are published on Hugging Face, and it exposes fully open reasoning tokens, giving downstream developers visibility into the chain-of-thought process that drives its answers.
The release focused on practical gains rather than a redesign: improved benchmark scores, enhanced front-end code generation, reduced hallucinations, and native support for JSON output and function calling. These refinements make it well suited for agent-style workflows that demand reliable tool use and structured responses, as well as for mathematics, logic, and programming tasks where the original R1 already excelled. With a 164K context window and long-form reasoning capability, R1 0528 fits production deployments where teams want frontier-style reasoning quality without relinquishing control over model weights or inference transparency.