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Kimi Launches K3.1 Pro and Highspeed Variant, Promises Open Weights by November 4

7 reports 5 reporting sources 7 days agoNew

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AI overview

Kimi launched K3.1 Pro and K3.1 Pro Highspeed across Kimi.ai, Kimi Work, Kimi Code and the Kimi API, with model weights promised by November 4, 2026. Baoyu also reported same-day access to K3.1 Pro through the Kimi app. Kimi describes K3.1 Pro as a multimodal mixture-of-experts model with a 1 million-token context window, 2.8 trillion total parameters and 104 billion active parameters. The company says Highspeed is 2–3 times faster and claims K3.1 Pro reduces hallucinations in finance work by 65%. Nathan Lambert identified K3.1 Pro as the previously tested K3.1 and said its benchmark scores appeared strongest among current open-weight models, conditional on the promised weights release. Before launch, Leifeng.com reported strong Three.js and interactive 3D results in user tests, alongside an awkward-looking giraffe animation; one comparison put its cost at about one-fourteenth that of GPT-6 Astra. Lambert separately said K3.1 costs less per token than K3, but higher token use on some benchmarks could leave the cost per answer similar.

Generated by AI from reports · Updated 7 days ago

Read next

Related eventsKimi K3.1 Pro launches as revised Artificial Analysis index places it ninth

Models in this story

  • Kimi K3.1 Pro#2 overall$2 input / $10 output per million tokens
  • GPT-6 Astra#3 overall$10 input / $50 output per million tokens

Developments

2 developments

  1. 10/24 01:15 (UTC+8) · 4 reports
    Kimi Introduces K3.1 Pro, a 3T-Class Model
    宝玉 · X:Moonshot releases Kimi K3.1 Pro across Kimi products and API
  2. 10/23 18:57 (UTC+8) · 1 reports
    Leiphone Reports Leaked Kimi K3.1 Testing Results
    雷锋网:Report Says Unreleased Kimi K3.1 Excels at 3D Tasks at Lower Cost

Report timeline

Follow the reports to explore different sides of the event.

10/25
  1. Interconnects Podcast #20 Debates Kimi K3.1 Pro and Open-Weight Cybersecurity

    Interconnects Podcast #20 brings its hosts together to debate difficult questions after a turbulent week in AI. They discuss the mixed reaction to Kimi K3.1 Pro’s benchmarks and whether it will be adopted, the risks of open-weight models and cybersecurity, and why cyber experts and AI experts view recent events differently. The episode also asks what might change in the next few months and what could change the hosts’ minds.

10/24
  1. Moonshot launches Kimi K3.1 Pro with weights promised November 4 and faster Highspeed API

    Moonshot launched Kimi K3.1 Pro, a multimodal MoE model with 2.8 trillion total parameters, 104 billion active parameters, and a 1-million-token context window. Artificial Analysis ranked it fourth with a score of 55, while weights remained unpublished and were promised for November 4, 2026. Standard and Highspeed access launched across Kimi products and API, with Moonshot claiming 2–3× faster output at twice the standard price for Highspeed.

  2. Moonshot releases Kimi K3.1 Pro across Kimi products and API

    Moonshot released Kimi K3.1 Pro on October 23, with same-day access through Kimi web and App, Kimi Work, Kimi Code, and the API. According to the official announcement quoted by Baoyu, it is the company's most capable open-weight model, featuring 1M-token context, 2.8T total / 104B active params (MoE), and multimodal capabilities. Baoyu reports that full weights will be released by November 4.

  3. Kimi K3.1 announced as 3.1 Pro, with weights promised by November 4th

    Nathan Lambert reports that Kimi K3.1 has been announced as 3.1 Pro and says its benchmark scores appear strongest among current open-weight models, conditional on the promised weights release by November 4th. He highlights the Kimi team's stated approach to moderating open-weight cyber capabilities relative to the closed frontier. K3.1 costs less per token than K3, but Lambert notes that higher token usage on some benchmarks could make per-answer costs similar; informal testing remains an open question.

  4. Meet Kimi K3.1 Pro, our most capable 3T-class model.

    Meet Kimi K3.1 Pro, our most capable 3T-class model.

  5. Kimi introduces K3.1 Pro, a 3T-class model with open weights planned

    Kimi introduced Kimi K3.1 Pro with 1M-token context, 2.8T total / 104B active params (MoE), and multimodal capabilities, claiming hallucinations are down by 65% in finance work. K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on http://Kimi.ai, Kimi Work, Kimi Code, and the Kimi API, with open weights planned by Nov 4, 2026. API: http://platform.kimi.ai Tech blog: http://kimi.ai/blog/kimi-k3-1-pro

10/23
  1. Report Says Unreleased Kimi K3.1 Excels at 3D Tasks at Lower Cost

    Leifeng.com reports that Kimi K3.1 has appeared in leaked model listings and user tests, though Moonshot AI has not confirmed a release. Testers cited strong results on Three.js and interactive 3D tasks, and one comparison put its cost at about one-fourteenth that of GPT-6 Astra. The article also notes a weakness: an awkward-looking giraffe animation in one test.

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