On its reported agent evaluations, K3 scores 1,668 Elo on GDPval-AA v2, behind Fable at 1,760 and Sol at 1,748 but above Claude Opus four.8 at 1,600. Moonshot’s broader desk suggests K3 is strongest when coding, searching, tools and visual reasoning meet. For deeper context on the two proprietary leaders, see Kingy AI’s analyses of GPT-5.6 Sol’s benchmarks and specifications and Claude Fable 5’s benchmark and pricing khelaghor picture. The 1.78-point hole from Sol Max and a couple of.75-point hole from the Fable configuration are clearer, although nonetheless not an alternative selection to workload-specific testing. At list price, K3 enter is 40% cheaper than Sol and its output is 50% cheaper. The model-specific K3 API quickstart separately confirms image and video inputs, the one-million-token window and the launch-time request limits.
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Primary launch specs, pricing, availability, benchmark settings and limitations come from Moonshot AI’s Kimi K3 launch publish, the official K3 API quickstart and the company’s launch announcement on X. Route representative production duties by way of identical instruments and rating accuracy, intervention fee, latency and complete price. Moonshot recommends supernodes with at least 64 accelerators, and it has not yet disclosed the active-parameter count or ultimate distribution formats.
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Kimi K3 Benchmarks: Report Claims, Pending Proof
Synthetic Evaluation Intelligence Index v4.1 scores K3 Max at 57.1, GPT-5.6 Sol Max at 58.9 and Fable 5 Max with Opus four.eight fallback at fifty nine.9. It helps a 1,048,576-token context window and is available by way of Kimi merchandise and the Kimi API. See our guide to the most effective open-weight AI fashions in 2026 and our GLM-5.2 benchmark analysis for the at present deployable area. A sparse 2.8T model does not activate every parameter for every token, but Moonshot has not disclosed the active-parameter whole and recommends 64-plus-accelerator supernodes.
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K3 slots in as the most effective open-weight agent, just behind Claude Fable 5 on reasoning depth and roughly even with GPT-5.6 Sol on terminal work, at a value between them. It is behind Gemini three.1 Pro’s video stack, but no different open-weight model even plays this sport but, and that alone adjustments what open models can be used for. The Opus four.7-plus group chatter feels right for issue ceiling, although Claude Fable 5 nonetheless debugged one edge case K3 patched around. Against the identical task, GPT-5.6 Sol was quicker but shallower, checking fewer sources. I ran K3 by way of the Kimi app, Playground, and API during launch week, using the identical four workloads from our different reviews so the comparisons keep honest.