Oh and I agree so much. I just shared a quick first observation in a real-world testing scenario (BTW re-ran Sonnet 4.5 with the same prompt, not much changed).

Oh and I agree so much. I just shared a quick first observation in a real-world testing scenario (BTW re-ran Sonnet 4.5 with the same prompt, not much changed). I just keep seeing how LLM providers keep optimizing for benchmarks, but then I cannot reproduce their results in my projects. I will keep trying, because Claude 4 generally is a very strong line of models. Anthropic has been on the AI coding throne for months before OpenAI with GPT-5 and Codex CLI (and now GPT-5-Codex) has dethroned them. And sure I do want to keep them competing to make each other even better.