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[ARTICLE · art-62832] src=tokenstead.ai ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

Kimi K3

Moonshot AI released Kimi K3, a 2.8-trillion-parameter mixture-of-experts model with 16 active experts per token, achieving the top score of 1679 on the Artificial Analysis webdev arena ahead of Claude Fable 5's 1631. The model features native 1M context, vision capabilities, always-on reasoning, and open weights announced as the world's first open 3T-class model, though full weights are scheduled for release by July 27, 2026. Cloud API pricing is set at $3 per million input tokens and $15 per million output tokens, with self-hosting requiring a 64+ accelerator supernode.

read1 min views61 publishedJul 16, 2026
Kimi K3
Image: Tokenstead (auto-discovered)

MoE premier2.8T total params, Stable LatentMoE (16 of 896 experts active per token) built on Kimi Delta Attention (hybrid linear attention) + Attention Residuals. Gated MLA, Quantile Balancing routing, Per-Head Muon optimizer, SiTU activation; MXFP4 weights / MXFP8 activations (QAT). Native 1M context, native vision (text + image + video in, text out), always-on thinking mode (reasoning_effort currently "max" only), full function/tool calling with MCP, automatic prompt caching (>90% cache-hit on coding). Independent eval: #1 on Artificial Analysis webdev arena (1679, ahead of Claude Fable 5 at 1631) and #4 of 189 on the AA Intelligence Index (57) - comparable to Opus 4.8 / GPT-5.5, behind Fable 5 / GPT-5.6 Sol. Vendor benchmarks (GPQA-Diamond 93.5, HLE 43.5, Terminal Bench 2.1 88.3, FrontierSWE 81.2, MMMU-Pro 81.6) are Moonshot self-reported. Open weights announced (world's first open 3T-class model) but not yet public on HuggingFace as of release day - full weights scheduled by 2026-07-27. Cloud API $3/1M in, $15/1M out (cache-hit input $0.30/1M); self-hosting needs a 64+ accelerator supernode, so cloud-only for nearly everyone despite open weights.

  • 2800.0B
  • 1000k
  • other
  • Jul 2026

Scores #

Or run it in the cloud #

No per-token API provider pricing tracked for Kimi K3 yet.

For flagship list prices, see the
[token counter](/token-counter).

[Detailed API pricing page + JSON endpoint →](/models/kimi-k3/pricing)

Inference cost over time #

Data accumulates from the first daily sync - longer ranges populate over time. Prices come from OpenRouter snapshots, not a historical API.

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