DeepSeek-R1 Open Source: Reasoning Capability and Low Cost Reshape Global Model Landscape
DeepSeek releases R1, R1-Zero, and distilled models, with open weights and technical methods.
A Chinese team combines cutting-edge reasoning capabilities, open weights, and highly competitive pricing, prompting the global market to reassess compute barriers and model pricing.
Pure reinforcement learning, cold start, multi-stage training, and distillation demonstrate a reproducible approach to building reasoning capabilities.
Open reasoning models accelerate price declines and make Chinese models a common variable for global developers and capital markets for the first time.
General model premiums face pressure; application companies should build value on data, processes, and distribution rather than model resale.
Observe real tool use, long-task reliability, distillation ecosystem, and next-generation training costs.