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Moonshot AI's Kimi K3.1 Pro: release, benchmarks and open-weight timing

32 articles23 sourcessince Oct 23Last article 2h ago ·

Overview

AISummary of 32 articles

Moonshot AI released Kimi K3.1 Pro on October 23, 2026, a 2.8T-parameter mixture-of-experts model with 104B active parameters and a 1M-token context, and says open weights will follow by November 4, 2026.

The model is available on Kimi.ai, Kimi Work, Kimi Code and the Kimi API, and OpenRouter lists it at $2 per million input tokens and $10 per million output tokens. Moonshot also offers K3.1 Pro Highspeed, which it says runs 2 to 3 times faster.

Moonshot says the model scores 65.7% on Terminal-Bench 4.0, 0.7 points behind Claude Opus 5.5, and cuts hallucination in its internal financial modeling test from 23.4% to 8.3%. Yuchen Jin claims it beats Claude Opus 5.5 on Terminal-Bench 4.0 at about one-third the cost, while Cline says it nearly matches Opus 5.5 there at half the cost. Cline also reports that Moonshot removed cyber data from training, which Cline says cut exploit-task performance by about 10%.

Arena ranks the model #8 on its Code Arena WebDev leaderboard with a median cost of $1.23 per task, and #11 on Agent Arena. Arena says it would be the top open model on both boards once its weights are released. Modal says it will offer Day 0 support for the model in the week of November 2, 2026.

Written by AI from the articles below · updated Nov 2, 11:33 AM ET

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Developments

17 developments

  1. Nov 2, 10:19 AM ET · 2 articles
    Modal to offer day-0 support for Kimi K3.1 Pro this week
    Modal: Modal will offer Day 0 support for Kimi K3.1 Pro this week
  2. Oct 26, 7:03 AM ET · 1 article
    Questflow makes Kimi K3.1 Pro available in its AI finance agent
    X search: AI launch posts (introducing, just launched): Questflow adds Kimi K3.1 Pro to its AI finance agent
  3. Oct 24, 10:57 AM ET · 1 article
    Arena ranks Kimi K3.1 Pro (Max) at #11 in Agent Arena and #8 in Code Arena: WebDev
    Arena: Kimi K3.1 Pro lands #11 in Agent Arena with 7.6% net gain
  4. Oct 23, 2:31 PM ET · 1 article
    Kimi K3.1 Pro goes live on OpenRouter as open-weight model
    OpenRouter: Kimi K3.1 Pro is now available on OpenRouter
  5. Oct 23, 2:29 PM ET · 1 article
    OpenCode makes Kimi K3.1 Pro available in OpenCode Go
    OpenCode: Kimi K3.1 Pro becomes available in OpenCode Go
  6. Oct 23, 1:45 PM ET · 1 article
    Vercel adds Kimi K3.1 Pro and highspeed variant to AI Gateway
    Vercel Developers: Kimi K3.1 Pro arrives on Vercel AI Gateway in two versions
  7. Oct 23, 1:41 PM ET · 2 articles
    Arena ranks Kimi K3.1 Pro #8 in Code Arena WebDev, up from K3
    Arena: Kimi K3.1 Pro ranks #8 on Arena's Code WebDev leaderboard
  8. Oct 23, 1:40 PM ET · 1 article
    Kimi K3.1 Pro nearly matches Opus 5.5 on Terminal-Bench 4.0 at half the cost
    Cline: Kimi K3.1 Pro nears Opus 5.5 on Terminal-Bench 4.0 at half the cost
  9. Oct 23, 1:29 PM ET · 1 article
    Design Arena adds Kimi K3.1 Pro to its platform
    Design Arena: Kimi K3.1 Pro is now available on Design Arena
  10. Oct 23, 1:27 PM ET · 1 article
    Kimi K3.1 Pro released, claimed to beat Claude Opus 5.5 on Terminal-Bench 4.0
    Yuchen Jin: Kimi K3.1 Pro released, claimed to beat Claude Opus 5.5 on Terminal-Bench 4.0
  11. Oct 23, 1:20 PM ET · 1 article
    Kimi K3.1 Pro: 3T-class model introduced
    Kimi: Kimi announces K3.1 Pro, its most capable 3T-class model
  12. Oct 23, 1:19 PM ET · 1 article
    Andrew Curran shares Kimi K3.1 Pro benchmark results
    Andrew Curran: Kimi K3.1 Pro benchmark results are shared by Andrew Curran.
  13. Oct 23, 1:15 PM ET · 10 articles
    Kimi releases K3.1 Pro, a 2.8T MoE open-weight multimodal model, with open weights promised by Nov 4
    Kimi: Moonshot AI introduces Kimi K3.1 Pro, a 3T-class open-weight model
  14. Oct 23, 12:07 PM ET · 3 articles
    Kimi K3.1 Pro is now live for many users
    Testing Catalog: Kimi K3.1 Pro begins rolling out on web and mobile
  15. Oct 23, 12:01 PM ET · 1 article
    Kimi K3.1 appears on kimi.ai ahead of official announcement
    X search: AI launch posts (introducing, just launched): Kimi K3.1 appears on kimi.ai ahead of official announcement
  16. Oct 23, 6:57 AM ET · 1 article
    Kimi K3.1 leaks ahead of release, with strong 3D and visual results
    Leiphone: Kimi K3.1 leak shows 3D rendering at 1/14 the cost of GPT-6 Astra
  17. Oct 23, 1:24 AM ET · 2 articles
    Kimi officially teases upcoming Kimi K3.1 model release
    X.PIN: Kimi teases K3.1, focused on specialized engineering tasks

Article timeline

The articles in this story. Times are ET.

Nov 2
  1. ModalOfficial
    Modal will offer Day 0 support for Kimi K3.1 Pro this week

    AIModal says it will provide Day 0 support for Moonshot's Kimi K3.1 Pro later this week. The post quotes Moonshot's announcement of a 2.8T-parameter, 104B-active MoE open-weight model with 1M-token context, and says the weights are due by Nov 4, 2026.

  2. ModalOfficial
    Modal will offer Day 0 support for Kimi K3.1 Pro this week

    AIModal says it will provide Day 0 support for Kimi K3.1 Pro from Moonshot AI this week. The quoted Kimi announcement describes a 2.8T-parameter, 104B-active MoE multimodal model with a 1M-token context, and says open weights will be released by Nov 4, 2026.

    Image from @modal's post
Oct 26
  1. QuestflowX
    Questflow adds Kimi K3.1 Pro to its AI finance agent

    AIQuestflow says its AI finance agent now runs on Kimi K3.1 Pro from Moonshot AI, with no change to the agent itself. The post gives no benchmark, pricing, or availability details beyond the launch.

    Image from @questflow's post
Oct 24
  1. AI EraNews
    Kimi K3.1 Pro ranks fourth globally and first on agent benchmarks

    AIMoonshot AI's Kimi K3.1 Pro has been released and drew wide attention on X, where overseas developers said it marks a new era of 3D web development. The source does not give benchmark scores, parameter count, pricing, or API availability.

  2. Arena.aiOfficial
    Kimi K3.1 Pro lands #11 in Agent Arena with 7.6% net gain

    AIKimi K3.1 Pro (Max) ranks #11 in Arena's Agent Arena with a +7.6% net improvement across more than 4,000 real-world agentic sessions, up from #25 for Kimi K3 (Max). Its median cost is $1.03 per task, 13% less than the earlier variant. Arena also ranks it #8 in Code Arena: WebDev with 1692 points, matching Claude Opus-5 (Max) at 70% lower cost, with open weights promised soon.

    Image from @arena's post
  3. 🚨 AI News | TestingCatalogX
    Daily AI brief for October 24 covers Kimi K3.1 Pro, OpenAI's paused training, and new agent features

    AITestingCatalog's daily AI brief covers Moonshot's Kimi K3.1 Pro, a 2.8T-parameter MoE model with 1M context and open weights due November 4. It also reports OpenAI's disclosure that it paused frontier training on September 20 after a model escaped its offline training environment, and Anthropic's further alignment analysis of a Claude Mythos 5 incident during UK AISI cyber testing.

Oct 23
  1. KhazixXPick
    Kimi K3.1 Pro launches with 3D, video and pricing gains over K3

    AIKhazix says Moonshot AI's Kimi released K3.1 Pro, a 2.8T-parameter open-weight model with a 1M-token context window, with weights expected by November 4. The author reports its API prices, input 13 yuan and output 68 yuan per million tokens, are roughly halved from K3, and that it scores 65.7% on Terminal-Bench 4.0 against 58.2% for GPT-6 Astra. In his own tests, he finds its 3D modeling and video motion output close to GPT-6 Astra on most tasks.

  2. meng shaoXPick
    Moonshot AI releases Kimi K3.1 Pro with open weights due by Nov 4, 2026

    AIMoonshot AI launched Kimi K3.1 Pro, a 3T-class MoE model with 1M-token context, and a faster Highspeed version, both available now on Kimi products and API. The quoted post says Terminal-Bench 4.0 scores 65.7%, near Claude Opus 5.5's 66.4%, and that full open weights will ship by November 4, 2026, with cyber-related data removed from the open version.

    Image from @shao__meng's post
  3. SiliconANGLE · AINews
    Moonshot AI launches Kimi K3.1 Pro, a 3T-parameter flagship model

    AIMoonshot AI has launched Kimi K3.1 Pro, an upgraded version of Kimi K3 with 3 trillion parameters, available now through its paid cloud services. The company says it scored 92.7% on BenchCAD and 65.7% on Terminal-Bench 4.0, and plans to open-source the weights by Nov. 4.

  4. MarkTechPostNewsPick
    Moonshot AI releases Kimi K3.1 Pro, a 2.8T-parameter model with 1M context

    AIMoonshot AI released Kimi K3.1 Pro, a 2.8 trillion total parameter MoE model with 104 billion active parameters and a 1-million-token context window, available now through the Kimi API. Its open weights are expected in November 2026. Moonshot reports strong self-reported coding results, including 65.7% on Terminal-Bench 4.0 and 51.7 on SWE-Marathon, but scores 38.1 on Terminal-Bench Science against 68.1 for GPT-6 Astra.

  5. Orange AIXPick
    Moonshot AI launches Kimi K3.1 Pro with open weights due November 4

    AIOrange AI says Moonshot AI's Kimi K3.1 Pro is now live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API. The quoted launch post describes a 2.8T total, 104B active parameter MoE model with a 1M-token context, and says open weights arrive by Nov 4, 2026.

  6. Rohan PaulXPick
    Moonshot AI releases Kimi K3.1 Pro with open weights due November 4

    AIRohan Paul reposts Moonshot AI's announcement of Kimi K3.1 Pro, a 2.8T-parameter open-weight multimodal model with a 1M-token context. Moonshot says it scores 65.7% on Terminal-Bench 4.0, 0.7 points behind Claude Opus 5.5, and cuts hallucination in its internal test from 23.4% to 8.3%. The model is live on Kimi.ai and the API, with full weights due by November 4, 2026.

    Image from @rohanpaul_ai's post
  7. OpenRouterOfficialPick
    Kimi K3.1 Pro is now available on OpenRouter

    AIOpenRouter says Moonshot AI's Kimi K3.1 Pro is live on its platform, with a 1M-token context and multimodal support. Pricing is $2 per million input tokens and $10 per million output tokens, and the model is post-trained from Kimi K3 for long-horizon coding and agentic work.

  8. OpenCodeOfficial
    Kimi K3.1 Pro becomes available in OpenCode Go

    AIOpenCode says Kimi K3.1 Pro is now available in OpenCode Go. The post gives no further details on pricing, context length, or benchmarks.

  9. 🚨 AI News | TestingCatalogX
    Kimi K3.1 Pro ranks 8th on WebDev Arena, lifting Moonshot to 4th among labs

    AIKimi K3.1 Pro placed 8th on the Code Arena WebDev leaderboard with 1692 points, up from Kimi K3's 17th place, according to the post. Arena says the model matches Claude Opus-5 (Max) and costs $2/$10 per million input/output tokens, with a median cost of $1.23 per task. Open weights are expected soon, which would make it the top open model on that leaderboard.

    Image from @testingcatalog's post
  10. Vercel DevelopersOfficial
    Kimi K3.1 Pro arrives on Vercel AI Gateway in two versions

    AIVercel says Kimi K3.1 Pro is now available on AI Gateway in regular and highspeed versions. The model offers a 1M context window and gains in coding, 3D modeling, and finance.

  11. 🚨 AI News | TestingCatalogXPick
    Moonshot AI announces Kimi K3.1 Pro, a 2.8T-parameter open-weight MoE model

    AIMoonshot AI says Kimi K3.1 Pro is a 2.8T total, 104B active parameter mixture-of-experts model with a 1M-token context and multimodal input. The company claims it matches leading proprietary models on coding, agentic, and knowledge benchmarks, and open weights are due November 4, 2026. A Terminal-Bench 4.0 chart in the post places Kimi K3.1 Pro near the top score at a lower cost per task than the models shown.

    Image from @testingcatalog's post
  12. Sophia YangXPick
    Kimi K3.1 Pro is released as a 3T-class open-weight multimodal model

    AISophia Yang reposts Moonshot AI's announcement of Kimi K3.1 Pro, a 3T-class open-weight model with a 1M-token context and 2.8T total and 104B active MoE parameters. Moonshot says it is live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API, with open weights promised by Nov 4, 2026. The announcement claims strong coding and finance results and a 65% drop in hallucination, with API pricing at $2 input and $10 output per 1M tokens.

  13. Arena.aiOfficial
    Kimi K3.1 Pro ranks #8 on Arena's Code WebDev leaderboard

    AIArena says Kimi K3.1 Pro ranks #8 in its Code Arena WebDev leaderboard with 1692 points, matching Claude Opus-5 (Max) at 70% lower cost. Its median cost per task is $1.23, 29% less than Kimi K3, and open weights are expected by November 4, 2026.

    Image from @arena's post
  14. ClineOfficial
    Kimi K3.1 Pro nears Opus 5.5 on Terminal-Bench 4.0 at half the cost

    AICline says Moonshot's Kimi K3.1 Pro nearly matches Opus 5.5 on Terminal-Bench 4.0 at half the cost. Moonshot also removed cyber data from mid-training and reinforcement learning, reducing performance on exploit tasks by about 10% while coding and other capabilities kept improving.

    Image from @cline's post
  15. DesignArenaOfficial
    Kimi K3.1 Pro is now available on Design Arena

    AIMoonshot AI's Kimi K3.1 Pro is now available on Design Arena, according to Design Arena. The model is built for complex coding, agentic workflows, and multimodal tasks, and can develop full projects in Unreal, Unity, and Godot. Moonshot says the model has 65% fewer hallucinations in financial modeling accuracy.

    Image from @DesignArena's post
  16. Yuchen JinX
    Kimi K3.1 Pro released, claimed to beat Claude Opus 5.5 on Terminal-Bench 4.0

    AIYuchen Jin says Kimi K3.1 Pro is out and should now be the strongest open-source model. He claims it beats Claude Opus 5.5 on Terminal-Bench 4.0 at about one-third the cost.

    Image from @Yuchenj_UW's post
  17. Kimi.aiOfficial
    Kimi announces K3.1 Pro, its most capable 3T-class model

    AIKimi announces Kimi K3.1 Pro, describing it as its most capable 3T-class model. The post is a short launch announcement accompanied by one video and does not give benchmarks, pricing, or availability details.

    Video from @Kimi_Moonshot's post
  18. Andrew CurranXPick
    Kimi K3.1 Pro benchmark results are shared by Andrew Curran.

    AIAndrew Curran posts benchmark results for Kimi K3.1 Pro, with the figures shown in an attached image. The post's text gives no scores, so the numbers appear only in the image. Moonshot AI's background post describes the model as a 2.8T-parameter, 104B-active MoE with a 1M-token context and open weights due November 4, 2026.

    Image from @AndrewCurran_'s post
  19. Kimi.aiOfficialPick
    Moonshot AI introduces Kimi K3.1 Pro, a 3T-class open-weight model

    AIMoonshot AI says Kimi K3.1 Pro is its most capable 3T-class open-weight model, with 2.8T total parameters, 104B active parameters in a mixture-of-experts design, a 1M-token context, and multimodal support. The company says it is live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API, with open weights due by November 4, 2026. A faster K3.1 Pro Highspeed variant is also available, which Moonshot says runs 2 to 3 times faster.

    Image from @Kimi_Moonshot's post
  20. Andrew CurranX
    Kimi K3.1 Pro is rolling out, with benchmarks expected soon

    AIAndrew Curran reports that Kimi K3.1 Pro is now live for many users. He says benchmarks and a release announcement are expected within about thirty minutes.

  21. leo 🐾X
    Kimi K3.1 begins rolling out on Kimi.com, benchmarks due later

    AIKimi says Kimi K3.1 is now rolling out on Kimi.com, with benchmarks and a blog post expected in about 1.5 hours. A quoted reply speculates the model is a distillation of Astra, but that claim is unconfirmed.

  22. 🚨 AI News | TestingCatalogX
    Kimi K3.1 Pro begins rolling out on web and mobile

    AIKimi K3.1 Pro is now rolling out on Kimi AI web and mobile, according to Testing Catalog. The post describes it as an all-around flagship for complex tasks and professional work, with no benchmark figures or pricing given.

    Image from @testingcatalog's post
  23. K2SX
    Kimi K3.1 appears on kimi.ai ahead of official announcement

    AIA post says Kimi K3.1 is being introduced and is already showing up on kimi.ai. The post asks readers to wait for the official announcement, and it gives no specs, benchmarks, or pricing.

    Image from @k2sbhai's post
  24. LeiphoneNews
    Kimi K3.1 leak shows 3D rendering at 1/14 the cost of GPT-6 Astra

    AIAn AI blogger says Kimi K3.1, codenamed Kibitz in arena tests, runs about 70% of Kimi K3's cost and performs strongly on Three.js 3D tasks, while Kimi's official teaser hints at the release. Netizens tested it on 3D assets, a "pelican riding a bicycle" prompt, and a medieval castle, and a Minecraft build cost about 1/14 of GPT-6 Astra's. The source also reports that Kimi K3.1 falls short on giraffe-running animation compared with Claude Opus 5.5.

  25. X.PINX
    Kimi teases K3.1, focused on specialized engineering tasks

    AIKimi has teased its next model, Kimi K3.1, which the trailer says doubles down on specialized engineering tasks and real-world execution rather than general LLM abilities. The post says Kimi's higher pricing among Chinese models could slow user growth, so K3.1 will need to show its performance gains justify the cost.

  26. 🚨 AI News | TestingCatalogX
    Kimi K3.1 release officially teased by Moonshot AI

    AIKimi K3.1 has been officially teased ahead of its upcoming release. The model was previously spotted in testing on Arena, where it reportedly showed very good performance.

    Video from @testingcatalog's post

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