SMRTR ProgrammingMar 11, 2026Daily.dev

MiniMax 2.5 vs Llama 3.1 vs DeepSeek: Local Coding Model Benchmark 2026

SMRTR summary

This comprehensive benchmark tests MiniMax 2.5, Llama 3.1, and DeepSeek-R1 for local coding tasks on prosumer hardware. Each model shows distinct strengths: MiniMax 2.5 excels at refactoring, DeepSeek-R1 dominates bug detection with chain-of-thought reasoning, and Llama 3.1 405B delivers highest code quality but slowest performance.

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