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The Domesday Book ofKWJ · AI

DeepSeek R1 vs OpenAI o3

R1 free if self-hosted; o3 posts stronger benchmarks at high effort.

DeepSeek R1
The open-weights reasoning model that printed an industry shockwave. Trained at a fraction of frontier-lab costs.

Use this when

Cost-sensitive reasoning, self-hosting required, open-weights needed.

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OpenAI o3
OpenAI's peak reasoning model before GPT-5. AIME, ARC-AGI, and SWE-bench records at release.

Use this when

Maximum reasoning quality, production without self-hosting overhead.

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Cost comparison

R1 free self-hosted (~$2/M via API); o3 $10-$40/M by effort.