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Kimi K3.1 Pro

Moonshot · Kimi series · released 23 Oct 2026 · as of 26 Oct, 00:48 UTC

48
02550751000 = all negative · 50 = neutral · 100 = all positive

No clear lean

Reddit has no clear lean on Kimi K3.1 Pro: an index of 48 from 188 opinions in 51 threads last 7 days; its 95% interval, 43–54, crosses neutral 50. That is 19th of the 24 models with a full read. It was released 3 days ago (23 Oct), so these are first impressions, which can still shift.

The share praising is highest for refusals, 80% of 15 opinions; opinion on intelligence is split. On benchmarks: 3rd of 102 on the intelligence index, 6th of 88 on Code Arena.

Per day

UTC days since collection began. Each day's own index at its value, with its 95% interval.

  1. Tue 13 Oct0
    0 opinions, no index below 10
  2. Wed 14 Oct0
    0 opinions, no index below 10
  3. Thu 15 Oct0
    0 opinions, no index below 10
  4. Fri 16 Oct0
    0 opinions, no index below 10
  5. Sat 17 Oct0
    0 opinions, no index below 10
  6. Sun 18 Oct0
    0 opinions, no index below 10
  7. Mon 19 Oct0
    0 opinions, no index below 10
  8. Tue 20 Oct0
    0 opinions, no index below 10
  9. Wed 21 Oct0
    0 opinions, no index below 10
  10. Thu 22 Oct0
    0 opinions, no index below 10
  11. Fri 23 Octabove the week86
  12. Sat 24 Oct62
  13. Sun 25 Oct40
  14. Mon 26 Oct0 so far
    0 opinions, no index below 10

1 of 2 full-read days this week stands apart from the rest of the week: Fri 23 Oct (56 against 42). The other is within noise.

Is Kimi K3.1 Pro getting worse?

This measures opinion, not capability: whether Reddit's view of Kimi K3.1 Pro moved, not whether the model changed. No week-on-week comparison: the 7 days before have no opinions.

Threads behind the opinions

The 20 threads with the most opinions about this model. A thread's index reads the opinions in it, not the post, and shows from 10 opinions.

ThreadSubredditOpinionsIndex
Kimi K3.1 Pro benchmarksr/singularity1659
Is it just me or Kimi K3.1 Pro don’t look much better than DeepSeek 4.1 Flash?r/LocalLLaMA1535
Introducing Kimi K3.1 Pro: Advancing Open Intelligencein 15 commentsr/LocalLLaMA1545
Moonshot fooled everyone with Kimi K3.1 Pro's 3D generation demos. Here's what I foundr/kimi1130
Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight modelr/kimi1148
Kimi K3.1 Pro is here.r/SillyTavernAI9–
Asked Kimi K3.1 Pro and DeepSeek V4.1 Flash to build a running V8 engine in Three.js. Here's what each mader/DeepSeek8–
Kimi K3.1 Pro benchmarks running on Claude Coder/ClaudeCode8–
Kimi K3.1 pro out now. They don't even include Gemini for comparisons now!r/GeminiAI7–
Artificial Analysis Index is non-representative of real-world performance. Tested Kimi 3.1 Pro through OpenRouter, the number 4 model in AAI, it's not even close to MiMo 2.6 or DeepSeek 4.1 Flashr/LocalLLaMA6–
Kimi K3.1 Pro Tech Blog: Advancing Open Intelligencein 6 commentsr/LocalLLaMA6–
How good is kimi K3.1 Pro?r/kimi5–
🚀 Kimi K3.1 Pro Benchmarksr/kimi5–
Kimi K3.1 Pro Has Been Releasedr/kimi5–
Let Kimi K3.1 Pro build an F-22 hangar in Three.js by itself. Came back 38 minutes later to thisr/kimi4–
Kimi K3.1 Pro Tech Blog: Advancing Open Intelligencer/singularity4–
Kimi K3.1 Pro Tech Blog: Advancing Open Intelligencein 4 commentsr/LocalLLaMA4–
Kimi K3.1 Pro is complete garbage. Tried making my first game and failed miserably.r/kimi3–
🔥 Kimi K3.1 Pro was just released!r/opencodeCLI3–
First Kimi K3.1 Pro Banchmarksr/LocalLLM3–

Praised and criticised

Share of the opinions on each topic that praise it. Tagged by a language model; topics never feed the index.

  1. Costmostly criticised50
  2. Intelligencesplit34
  3. Codingsplit29
  4. Refusalsmostly praised15
  5. Speedsplit14
  6. Follow-throughsplit11

Reddit and the benchmarks

Its rank on each list, bottom to top. Outside numbers sit beside Reddit and never feed its index. Hover a name for the value and its source.

  1. #19 of 24 with a full read
  2. #6 of 88 on Arena
  3. #3 of 102 at Artificial Analysis

$2 in / $10 out per million tokens · 1.05M context · reasoning mode · OpenRouter, 26 Oct

Per subreddit

The model's index within each subreddit, from 10 opinions; faded below 30 opinions, 20 threads or 20 accounts.

  1. r/kimi53
  2. r/LocalLLaMA52
  3. r/singularity26

Weekly email

Every Monday: the warmest and coldest models, and who moved beyond noise. No tracking; one click unsubscribes.