Outmake Models
Models

Kimi K3

Moonshot AI · June 2026

For long coding sessions and research work, with text, pictures and video read by one model.

Rating
5.0
Downloads
312K
Parameters
2.8T, 104B active
Context
1M
Download
467 to 1562 GB
Commercial use
With conditions

Too big for this Mac

Its smallest size needs 716 GB of memory, more than M4 · 16 GB can give it.

About

It uses screenshots and visuals to help with game making, website front ends and CAD design.

Limitations

When your intent is unclear, it may make choices on your behalf.

The maker admits a noticeable gap in ease of use behind Claude Fable 5 and GPT 5.6 Sol.

Good to know

In a 48-hour run on its own, it designed, tuned and checked a computer chip using open-source tools.

It edited its own teaser video from 56 source clips.

Sources: moonshotai/Kimi-K3 model card, Kimi K3 Tech Blog: Open Frontier Intelligence. Every line comes from one of these.

Ratings

5.0 out of 5, from how people voted on its answers.

Text
1488
Coding
1540

LM Arena ratings of October 28, 2026 (CC BY 4.0): people vote between two answers without knowing which model wrote which. The bar ends at 1488, the best any open model has. The Arena tests the full model; a small size on a Mac answers a little worse.

Good at

  • Finding your way in a codebase
  • Front-end work from screenshots
  • Game and CAD design with visuals
  • Questions about a video clip

Licence

Kimi K3 License. Commercial use: with conditions. MIT-style license. A Model-as-a-Service business whose group revenue passes $20 million in any 12 months needs a separate agreement with Moonshot AI before commercial use. A commercial product or service with more than 100 million monthly active users or $20 million in monthly revenue must display "Kimi K3" on its interface. The maker's page has the full terms.

Kimi K3 does not run well on any Mac Outmake lists; its smallest size needs more memory than the largest configuration has. 0 of 59 Mac configurations run it well.

Compare with

The nearest models in size, judged for the same Mac.

Sizes

SizeDownloadMemory at 8KMemory at 32KOpen
UD-IQ2_XXSSmaller712 GB712 GB713 GBOpen
UD-Q2_K_XLBalanced862 GB862 GB863 GBOpen
UD-Q4_K_XLBest1510 GB1510 GB1510 GBOpen
All 9 sizes
SizeDownloadMemory at 8KMemory at 32KOpen
UD-Q1_0467 GB467 GBestimated468 GBOpen
UD-TQ1_0510 GB510 GBestimated510 GBOpen
UD-TQ2_0552 GB552 GBestimated553 GBOpen
UD-IQ1_S595 GB595 GBestimated596 GBOpen
UD-IQ1_M650 GB650 GBestimated650 GBOpen
UD-Q8_K_XL1562 GB1562 GBestimated1563 GBOpen

Memory is what llama.cpp's own calculator reported for each size when the catalog was built, with the app's settings. Smaller, Balanced and Best are the three sizes the store names.

Run It Anywhere

Kimi K3 is an open model, so any app that runs GGUF files can run it. These take the UD-Q2_K_XL size from unsloth straight from Hugging Face.

  • LM StudioMac, Windows, LinuxOpen
  • JanMac, Windows, LinuxOpen
  • MstyMac, Windows, LinuxOpen
  • OllamaMac, Windows, Linuxollama run hf.co/unsloth/Kimi-K3-GGUF:UD-Q2_K_XL
  • llama.cppMac, Windows, Linuxllama-server -hf unsloth/Kimi-K3-GGUF:UD-Q2_K_XL
  • Docker Model RunnerMac, Windows, Linuxdocker model run hf.co/unsloth/Kimi-K3-GGUF:UD-Q2_K_XL
On a PC Graphics Card
Video memoryLargest size that fitsDownloadMemory at 8K
6 GBNone worth runningneeds 862 GB
8 GBNone worth runningneeds 862 GB
10 GBNone worth runningneeds 862 GB
11 GBNone worth runningneeds 862 GB
12 GBNone worth runningneeds 862 GB
16 GBNone worth runningneeds 862 GB
20 GBNone worth runningneeds 862 GB
24 GBNone worth runningneeds 862 GB
32 GBNone worth runningneeds 862 GB
48 GBNone worth runningneeds 862 GB

The largest size, of those that keep three bits a weight or more, whose memory at an 8K chat is under 92% of the card's; the rest is the desktop's. Estimated from the files, the same way as for a Mac; speed on a PC is not estimated yet. A size that doesn't fit the card still runs, slower, with part of it in ordinary memory.

On every Mac
MacSizeFitMemoryWritesReads
M6 · 16 GBUD-IQ2_XXSToo big716 GB
M6 · 24 GBUD-IQ2_XXSToo big716 GB
M6 · 32 GBUD-IQ2_XXSToo big716 GB
M5 · 16 GBUD-IQ2_XXSToo big716 GB
M5 · 24 GBUD-IQ2_XXSToo big716 GB
M5 · 32 GBUD-IQ2_XXSToo big716 GB
M5 Pro · 24 GBUD-IQ2_XXSToo big716 GB
M5 Pro · 48 GBUD-IQ2_XXSToo big716 GB
M5 Pro · 64 GBUD-IQ2_XXSToo big716 GB
M5 Max · 36 GBUD-IQ2_XXSToo big716 GB
M5 Max · 48 GBUD-IQ2_XXSToo big716 GB
M5 Max · 64 GBUD-IQ2_XXSToo big716 GB
M5 Max · 128 GBUD-IQ2_XXSToo big716 GB
M5 Ultra · 96 GBUD-IQ2_XXSToo big716 GB
M5 Ultra · 256 GBUD-IQ2_XXSToo big716 GB
M5 Ultra · 512 GBUD-IQ2_XXSToo big716 GB
M4 · 16 GBUD-IQ2_XXSToo big716 GB
M4 · 24 GBUD-IQ2_XXSToo big716 GB
M4 · 32 GBUD-IQ2_XXSToo big716 GB
M4 Pro · 24 GBUD-IQ2_XXSToo big716 GB
M4 Pro · 48 GBUD-IQ2_XXSToo big716 GB
M4 Pro · 64 GBUD-IQ2_XXSToo big716 GB
M4 Max · 36 GBUD-IQ2_XXSToo big716 GB
M4 Max · 48 GBUD-IQ2_XXSToo big716 GB
M4 Max · 64 GBUD-IQ2_XXSToo big716 GB
M4 Max · 96 GBUD-IQ2_XXSToo big716 GB
M4 Max · 128 GBUD-IQ2_XXSToo big716 GB
M3 · 8 GBUD-IQ2_XXSToo big716 GB
M3 · 16 GBUD-IQ2_XXSToo big716 GB
M3 · 24 GBUD-IQ2_XXSToo big716 GB
M3 Pro · 18 GBUD-IQ2_XXSToo big716 GB
M3 Pro · 36 GBUD-IQ2_XXSToo big716 GB
M3 Max · 36 GBUD-IQ2_XXSToo big716 GB
M3 Max · 48 GBUD-IQ2_XXSToo big716 GB
M3 Max · 64 GBUD-IQ2_XXSToo big716 GB
M3 Max · 96 GBUD-IQ2_XXSToo big716 GB
M3 Max · 128 GBUD-IQ2_XXSToo big716 GB
M3 Ultra · 96 GBUD-IQ2_XXSToo big716 GB
M3 Ultra · 256 GBUD-IQ2_XXSToo big716 GB
M3 Ultra · 512 GBUD-IQ2_XXSToo big716 GB
M2 · 8 GBUD-IQ2_XXSToo big716 GB
M2 · 16 GBUD-IQ2_XXSToo big716 GB
M2 · 24 GBUD-IQ2_XXSToo big716 GB
M2 Pro · 16 GBUD-IQ2_XXSToo big716 GB
M2 Pro · 32 GBUD-IQ2_XXSToo big716 GB
M2 Max · 32 GBUD-IQ2_XXSToo big716 GB
M2 Max · 64 GBUD-IQ2_XXSToo big716 GB
M2 Max · 96 GBUD-IQ2_XXSToo big716 GB
M2 Ultra · 64 GBUD-IQ2_XXSToo big716 GB
M2 Ultra · 128 GBUD-IQ2_XXSToo big716 GB
M2 Ultra · 192 GBUD-IQ2_XXSToo big716 GB
M1 · 8 GBUD-IQ2_XXSToo big716 GB
M1 · 16 GBUD-IQ2_XXSToo big716 GB
M1 Pro · 16 GBUD-IQ2_XXSToo big716 GB
M1 Pro · 32 GBUD-IQ2_XXSToo big716 GB
M1 Max · 32 GBUD-IQ2_XXSToo big716 GB
M1 Max · 64 GBUD-IQ2_XXSToo big716 GB
M1 Ultra · 64 GBUD-IQ2_XXSToo big716 GB
M1 Ultra · 128 GBUD-IQ2_XXSToo big716 GB

Writes and reads are words a second (a token is about three quarters of a word), 4K tokens into a chat, estimated unless marked measured. The size is the one the store offers that Mac. Constants fitted October 11, 2026; how, and how wrong.

Badge for the model card

Shows on Kimi K3's Hugging Face card which Macs run it well, linked to this page. It updates every morning.

Runs on Mac badge

Sizes and files are read from unsloth/Kimi-K3-GGUF on Hugging Face and checked every morning. The rating is the model's score on the LM Arena text leaderboard (CC BY 4.0), where people vote between two answers without knowing which model wrote which. Catalog of November 4, 2026.

Your Computer

Every model is judged for this Mac. Both are under About This Mac, in the Apple menu.

Every Mac · Every graphics card

Open in OutmakeHugging Face

New to Outmake? Download the free beta