When it comes to the best LLM for coding, the answer isn’t just about raw performance—it’s about how well the model understands context, handles logic, and supports iterative workflows. As Niraj explains, even top-tier models can produce misleading or subtly broken code. The “best” LLM is one that fits your coding style, integrates well with your tools, and allows tight human-AI collaboration. It should offer flexibility, support thoughtful prompting, and allow for back-and-forth refinement. No model is perfect, and hallucinations are still a thing. So, the best LLM isn’t just the smartest—it’s the one that helps you think better and build smarter.