For a long time, Opus 4.7 has been the default recommendation when someone asks for a top tier model. It has been reliable, capable, and strong across a wide range of tasks. After spending real time with Kimi K2.6 and gathering feedback from customers using it in production workflows, I have started to change my mind. It is the first model I feel comfortable recommending as a practical replacement for Opus 4.7. Not better, but close enough Kimi K2.6 is not outright better than Opus 4.7. If you are comparing raw performance on difficult reasoning or edge case tasks, Opus still wins. What matters more in practice is coverage. Kimi K2.6 can handle around 85 percent of the tasks that Opus can, and it does so at a quality level that is good enough for real work. That gap sounds large on paper, but in day to day usage it is surprisingly small. Most users are not constantly pushing models to their limits. They need something that works consistently across writing, coding, research, and general problem solving.…