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How close are DeepSeek R1 distill models to full R1 on coding tasks?

Anna Weber 141 17 Oct 2026

I’m comparing the smaller R1 distill models for coding help and trying to decide whether running one locally is worth the trade-off. Most comparisons I’ve found focus on general reasoning scores, which don’t tell me much about debugging or making a careful change across several files.

For anyone who has tested both a distilled model and full R1 on real coding tasks, what differences stood out? I’m curious about correctness, how often the smaller models miss constraints, and whether a particular distillation size felt like a sensible balance.


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