---
title: moonshotai/Kimi-K3.1-Pro
url: https://recentmodel.com/models/moonshotai/Kimi-K3.1-Pro/
status: main board
published: 2026-11-02T04:13:51Z
updated: 2026-11-06T00:26:12Z
source: https://huggingface.co/moonshotai/Kimi-K3.1-Pro
---

# moonshotai/Kimi-K3.1-Pro

Kimi K3.1 Pro is an open-weight, natively multimodal agentic model, and our most capable 3T-class model to date. Mixture-of-experts, 2780B total (896 experts, 16 per token). Context: 1M tokens (config). License: kimi-k3.1-pro.


- **Org:** moonshotai
- **Released:** 2026-11-02
- **Status:** main board
- **License:** kimi-k3.1-pro (restricted)
- **Parameters:** 2780.1B
- **Architecture:** MoE · 896 experts, 16/token · KimiK31ForConditionalGeneration
- **Context:** 1,048,576 tokens (config.json)
- **Task:** image-text-to-text · vision
- **Signal:** 2089 HF likes · 46766 downloads · 1140 X likes · 3 X post(s)

## Runs on

estimate from params; sizing calculation, not tested.

- Q4 ~1670.0 GB (estimated): no listed device
- Q8 ~2955.8 GB (estimated): no listed device
- FP16 ~5562.1 GB (estimated): no listed device

## Links

- [Hugging Face](https://huggingface.co/moonshotai/Kimi-K3.1-Pro)
- [Ollama](https://ollama.com/library/kimi-k3.1-pro)