Coding LLMs

Coding-focused open-weight models excel at code generation, debugging, refactoring, and technical documentation. These models are optimized for instruction-following on programming tasks, often scoring high on HumanEval and similar benchmarks. Because you need quick iteration, tokens/sec matters — pair each model with a GPU that fits it in VRAM for fastest generation.