DeepSeek's R1 reasoning model release in early 2025 drew wide attention for reportedly matching frontier-model performance on several benchmarks while disclosing a comparatively small training compute budget, briefly rattling AI stock valuations built on the assumption that only massive compute spend could produce frontier capability.