The new Kimi K3 model features 1 million context, native multimodal capabilities, and utilizes Kimi Delta Attention for up to 6.3x faster decoding in million-token contexts. Its Attention Residuals also deliver approximately 25% higher training efficiency, positioning it as the most expensive Chinese model while remaining 3-4x cheaper than Fable.