DeepSeek Coder V2 vs Claude 3.5 Sonnet: The Coding King?
DeepSeek Coder V2 vs Claude 3.5 Sonnet: The Coding King? TL;DR Claude 3.5 Sonnet is the best overall assistant for architectural thinking and explanation. DeepSeek Coder V2 is the open-weight champion that rivals GPT-4 Turbo for free. Specifications Comparison Feature DeepSeek Coder V2 Claude 3.5 Sonnet Architecture MoE (Mixture of Experts) Dense Transformer Cost Free (Open Weights) $3 / M tokens Repo-Level Code Yes (FIM supported) Yes (Large context) Availability Local / API API Only DeepSeek Coder V2 Pros ✅ Free to run locally ✅ State-of-the-art coding benchmarks ✅ Huge context Cons ❌ API reliability issues ❌ Chinese data bias potential ❌ Heavy VRAM usage Claude 3.5 Sonnet Pros ✅ Smartest model currently ✅ Beautiful UI artifacts ✅ Perfect explanation Cons ❌ Expensive API ❌ Rate limits ❌ Closed source Verdict Claude 3.5 Sonnet is the best overall assistant for architectural thinking and explanation. DeepSeek Coder V2 is the open-weight champion that rivals GPT-4 Turbo for free. ...