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- Cole Medin — AI Agents & Agentic Coding/
- Is Kimi K3 Really That Good?! (Don't Just Believe The Hype)/
Is Kimi K3 Really That Good?! (Don't Just Believe The Hype)
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- Custom-benchmarks Kimi K3 against Opus 4.8 on complex engineering tasks rather than relying on published benchmarks.
- Finds an 8% vs. 36% failure-rate gap between the models — a large real-world reliability difference publicly reported benchmark scores didn’t surface.
- Core argument: “public benchmarks can’t be trusted” for real-world reliability assessment — same skepticism-of-official-benchmarks thread this project tracks elsewhere.