האם Kimi K3 באמת כל כך טוב?

תקציר מקורי באנגליתKimi K3 is the most powerful open weight model ever released, and the benchmarks make it look like it's beating Opus 4.8 and almost matching the very best closed models. After spending millions of tokens putting it up against Opus 4.8 and Kimi K2.7 on real engineering tasks, I'm not buying it, and I don't think you should either. Kimi K3 is genuinely impressive, and sometimes the raw output is even better than Opus. But open weight models have reliability failure modes that the public benchmarks don't seem to account for. In this video I show you exactly where Kimi K3 breaks down, why it's still useful as the workhorse in a mixed-model workflow, and how to build your own benchmarks that actually reflect real world coding instead of a leaderboard. Everything is open source so you can run th