Jan 2025
DeepSeek R1 — Efficient Reasoning Model Shocks the Industry
DeepSeek released R1, a reasoning model built in China that matched OpenAI o1's performance on major benchmarks while being trained at a fraction of the cost and under US semiconductor export restrictions using older NVIDIA hardware. The model was released fully open-source under an MIT license. NVIDIA lost approximately $600 billion in market capitalization in a single trading day as investors questioned whether the most expensive AI infrastructure was necessary to achieve frontier performance.
Why it mattersDeepSeek R1 proved that efficient training recipes can produce o1-class reasoning at a fraction of the compute cost, breaking the assumption that frontier reasoning requires massive GPU budgets.
Try itRun DeepSeek R1 locally via Ollama on your hardware today and compare its math and code reasoning against GPT-4o on your benchmark set to validate the quality claim for yourself.