# Kimi K3.1 Pro

Kimi K3.1 Pro: Moonshot의 AI 모델, 가중치 공개, 출시일 2026-10-23. 컨텍스트 윈도는 1,048,576 토큰입니다. 토큰 100만 개당 요금은 입력 $2.00, 출력 $10.00입니다.

- 개발사: Moonshot
- Id: moonshotai/Kimi-K3.1-Pro
- 보도 단계: 2026-11-04T08:27:22.000Z
- 출시됨: 2026-10-23T00:00:00.000Z
- 발견: 2026-10-23T17:33:15.912Z
  - [근거 링크](https://platform.kimi.ai/docs/guide/kimi-k3-1-pro-quickstart)
- 상태: 출시됨
- 가중치 버전: 2026-11-02
  - [근거 링크](https://huggingface.co/api/models/moonshotai/Kimi-K3.1-Pro/paths-info/d9e99b0792a5e93b78ea9bea62a68167e36ddd9e)
- 대표 URL: https://alexgetman.com/ko/models/moonshot/kimi-k3-1-pro-678/

## 자주 묻는 질문

### Kimi K3.1 Pro의 컨텍스트 창 크기는 얼마인가요?

컨텍스트 윈도는 1,048,576 토큰입니다.

### Kimi K3.1 Pro의 가격은 얼마인가요?

토큰 100만 개당 요금은 입력 $2.00, 출력 $10.00입니다. 캐시 입력은 100만 개당 $0.20입니다.

### Kimi K3.1 Pro의 가중치는 공개되어 있나요?

네. Moonshot에서 가중치를 공개합니다.

### Kimi K3.1 Pro의 출시일은 언제인가요?

2026-10-23.

## 타임라인

- 2026-11-13T18:35:01.717Z · [GitHub search · Moonshot · pulls · anomalyco/models.dev · @models-dev-automation[bot]](https://github.com/anomalyco/models.dev/pull/12636)
> - created: `/home/runner/_work/models.dev/models.dev/providers/requesty/models/kimi-k3.1-pro@eu.toml`
- 2026-11-13T18:35:01.717Z · [GitHub search · Moonshot · pulls · lidge-jun/opencodex · @andrew05060414](https://github.com/lidge-jun/opencodex/pull/8708)
> rows showed prices. `cn:deepseek-v4.1-flash` came from OpenRouter (0.3/1.2). `cn:kimi-k3.1-pro`, `cn:glm-5.3-flash`, `zd/gpt-6-sol` and `zd/gemini-4-argon` came from models.dev.
- 2026-11-13T18:35:01.717Z · [GitHub search · Moonshot · pulls · lightseekorg/tokenspeed · @Yu-Zhewen](https://github.com/lightseekorg/tokenspeed/pull/3395)
> Kimi-K3.1-Pro on 8x MI355X (TP8, KVP8, FP8 KV cache, 3 DSpark drafts, the gfx950 stack through #3355), InferenceX's acceptance-length gate: SPEED-Bench coding prompts, 80 requests
- 2026-11-13T18:35:24.356Z · [GitHub search · Moonshot · commits · Nulluminati/pi-extensions · @Nulluminati](https://github.com/Nulluminati/pi-extensions/commit/44bc89c2a8b6c380645448c494d8be101589a7a8)
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · Heknon/AskCalls · @dependabot[bot]](https://github.com/Heknon/AskCalls/pull/27)
> <li>ai-sdk-provider: add kimi-k3-1-pro to known model ids by <a href="https://github.com/andrelandgraf"><code>@​andrelandgraf</code></a> in <a href="https://redirect.github.com/neondatabase/neon-pkgs/pull/1091">neondatabase/neon-pkgs#1091</a></li>
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · Heknon/AskCalls · @dependabot[bot]](https://github.com/Heknon/AskCalls/pull/35)
> <li>ai-sdk-provider: add kimi-k3-1-pro to known model ids by <a href="https://github.com/andrelandgraf"><code>@​andrelandgraf</code></a> in <a href="https://redirect.github.com/neondatabase/neon-pkgs/pull/1091">neondatabase/neon-pkgs#1091</a></li>
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · JavaZeroo/torchtitan · @JavaZeroo](https://github.com/JavaZeroo/torchtitan/pull/6)
> | Kimi-K3.1-Pro attention shape (96 heads, 4096 tokens, top-k 2048), pairs, 1x H100 | first call about 7 s (compile), then 12 ms forward and
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · Pinvou/CodeWhale · @asto18089](https://github.com/Pinvou/CodeWhale/pull/137)
> documents that missing field as HTTP 400. The `kimi-k3.1-pro[-highspeed]` direct-platform spellings did replay at default effort via the generic `kimi-` prefix heuristic, but were still
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · adiudiuu/tps · @adiudiuu](https://github.com/adiudiuu/tps/pull/45)
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · adiudiuu/tps · @adiudiuu](https://github.com/adiudiuu/tps/pull/46)
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · attilaolah/dotfiles · @renovate[bot]](https://github.com/attilaolah/dotfiles/pull/714)
> [`bcb0152`](https://redirect.github.com/ggml-org/llama.cpp/commit/bcb015287) model: add Kimi-K3.1-Pro text model ([#&#8203;31779](https://redirect.github.com/ggml-org/llama.cpp/issues/31779))
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · can1357/oh-my-pi · @will-bogusz](https://github.com/can1357/oh-my-pi/pull/19191)
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · huggingface/speech-to-speech · @andimarafioti](https://github.com/huggingface/speech-to-speech/pull/829)
> Models: Qwen3.8-2.4T, Qwen3.8-27B, Gemma 4 31B, DeepSeek-V4.1-Flash, DeepSeek-V4-Pro, Kimi-K3.1-Pro, GLM-5.3, MiniMax-M3.1-Flash, Mistral-Large-4, Muse-Spark-Open, Nemotron-3.5-Super, Hy4-preview; small: LFM3-1.7B, Ling-3.0-tiny, granite-4.2-3b, granite-4.2-8b, Qwen3.5-9B, LFM2.5-24B, Nemotron-3.5-Lightning, Gemma 4
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · keithhchen/hatch · @keithhchen](https://github.com/keithhchen/hatch/pull/346)
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · keithhchen/hatch · @keithhchen](https://github.com/keithhchen/hatch/pull/356)
> Models: new `hatch_model_roles` roles `inspiration` and `content`, seeded `kimi-k3.1-pro`, resolved per session role.
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · router-for-me/CLIProxyAPI · @evan188199-tech](https://github.com/router-for-me/CLIProxyAPI/pull/7489)
> feat(devin): add claude-fable-5-2 and kimi-k3-1-pro to default catalog
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · vercel-labs/fx · @fazxes](https://github.com/vercel-labs/fx/pull/1943)
> - Kimi K3.1 Pro (`moonshotai/kimi-k3.1-pro`) is now a Token Pass model.
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · vllm-project/vllm · @xaguilar-amd](https://github.com/vllm-project/vllm/pull/67446)
> - With Kimi-K3.1-Pro and the recipe's DSpark draft (`kv_cache_dtype: fp8`) on 8x MI325X, draft acceptance at 3 speculative tokens no longer collapses after a batch
- 2026-11-13T19:03:19.243Z · [GitHub search · Moonshot · pulls · zhao-wuyan/llm-info · @github-actions[bot]](https://github.com/zhao-wuyan/llm-info/pull/89)
- 2026-11-13T19:03:58.232Z · [GitHub search · Moonshot · commits · DarkPrince922/Oreshnik · @claude](https://github.com/DarkPrince922/Oreshnik/commit/923ad24a3aadd94c72a62b188fcf240728cd8aa8)
> The form showed "Для Strix: openai/kimi-k3.1-pro" under a model with no such
- 2026-11-13T19:03:58.232Z · [GitHub search · Moonshot · commits · MadAppGang/claudish · @erudenko](https://github.com/MadAppGang/claudish/commit/e3c862f56494f1a35c63fc318364b327e00682de)
- 2026-11-13T19:03:58.232Z · [GitHub search · Moonshot · commits · cmyolo441-coder/py.test · @claude](https://github.com/cmyolo441-coder/py.test/commit/63021270a88b75cacc098dab4a89265c56d5f353)
- 2026-11-13T19:03:58.232Z · [GitHub search · Moonshot · commits · renj-arch/dimsred · @github-actions[bot]](https://github.com/renj-arch/dimsred/commit/82cc0f877cd4cd93426d9a728907e35c0a7b1068)
- 2026-11-13T19:03:58.232Z · [GitHub search · Moonshot · commits · renj-arch/dimsred · @github-actions[bot]](https://github.com/renj-arch/dimsred/commit/dcc881b094a1530dd931d6d28685fd81160cb756)
> Kimi K3.1 Pro is NOT callable. build.nvidia.com publishes the model, but its

## 근거 링크

- 2026-11-06T02:10:57.022Z: 카탈로그 등록 · Moonshot API · `kimi-k3.1-pro`

## 근거 링크

- [Moonshot API](https://api.moonshot.ai/v1/models)
- [Artificial Analysis · benchmarks](https://artificialanalysis.ai/models)
- [Command Code · models](https://commandcode.ai/docs/reference/cli/models)
- [vertex-model-garden](https://console.cloud.google.com/vertex-ai/publishers/moonshotai/model-garden/kimi-k3-1-pro)
- [GitHub search · Moonshot · commits · DarkPrince922/Oreshnik · @claude](https://github.com/DarkPrince922/Oreshnik/commit/923ad24a3aadd94c72a62b188fcf240728cd8aa8)
- [GitHub search · Moonshot · pulls · Heknon/AskCalls · @dependabot[bot]](https://github.com/Heknon/AskCalls/pull/27)
- [GitHub search · Moonshot · pulls · Heknon/AskCalls · @dependabot[bot]](https://github.com/Heknon/AskCalls/pull/35)
- [GitHub search · Moonshot · pulls · JavaZeroo/torchtitan · @JavaZeroo](https://github.com/JavaZeroo/torchtitan/pull/6)
- [GitHub search · Moonshot · commits · MadAppGang/claudish · @erudenko](https://github.com/MadAppGang/claudish/commit/e3c862f56494f1a35c63fc318364b327e00682de)
- [GitHub search · Moonshot · commits · Nulluminati/pi-extensions · @Nulluminati](https://github.com/Nulluminati/pi-extensions/commit/44bc89c2a8b6c380645448c494d8be101589a7a8)
- [GitHub search · Moonshot · pulls · Pinvou/CodeWhale · @asto18089](https://github.com/Pinvou/CodeWhale/pull/137)
- [GitHub search · Moonshot · pulls · adiudiuu/tps · @adiudiuu](https://github.com/adiudiuu/tps/pull/45)
- [GitHub search · Moonshot · pulls · adiudiuu/tps · @adiudiuu](https://github.com/adiudiuu/tps/pull/46)
- [GitHub search · Moonshot · pulls · anomalyco/models.dev · @models-dev-automation[bot]](https://github.com/anomalyco/models.dev/pull/12636)
- [GitHub search · Moonshot · pulls · attilaolah/dotfiles · @renovate[bot]](https://github.com/attilaolah/dotfiles/pull/714)
- [GitHub search · Moonshot · pulls · can1357/oh-my-pi · @will-bogusz](https://github.com/can1357/oh-my-pi/pull/19191)
- [GitHub search · Moonshot · commits · cmyolo441-coder/py.test · @claude](https://github.com/cmyolo441-coder/py.test/commit/63021270a88b75cacc098dab4a89265c56d5f353)
- [GitHub search · Moonshot · pulls · huggingface/speech-to-speech · @andimarafioti](https://github.com/huggingface/speech-to-speech/pull/829)
- [GitHub search · Moonshot · pulls · keithhchen/hatch · @keithhchen](https://github.com/keithhchen/hatch/pull/346)
- [GitHub search · Moonshot · pulls · keithhchen/hatch · @keithhchen](https://github.com/keithhchen/hatch/pull/356)
- [GitHub search · Moonshot · pulls · lidge-jun/opencodex · @andrew05060414](https://github.com/lidge-jun/opencodex/pull/8708)
- [GitHub search · Moonshot · pulls · lightseekorg/tokenspeed · @Yu-Zhewen](https://github.com/lightseekorg/tokenspeed/pull/3395)
- [GitHub search · Moonshot · commits · renj-arch/dimsred · @github-actions[bot]](https://github.com/renj-arch/dimsred/commit/82cc0f877cd4cd93426d9a728907e35c0a7b1068)
- [GitHub search · Moonshot · commits · renj-arch/dimsred · @github-actions[bot]](https://github.com/renj-arch/dimsred/commit/dcc881b094a1530dd931d6d28685fd81160cb756)
- [GitHub search · Moonshot · pulls · router-for-me/CLIProxyAPI · @evan188199-tech](https://github.com/router-for-me/CLIProxyAPI/pull/7489)
- [GitHub search · Moonshot · pulls · vercel-labs/fx · @fazxes](https://github.com/vercel-labs/fx/pull/1943)
- [GitHub search · Moonshot · pulls · vllm-project/vllm · @xaguilar-amd](https://github.com/vllm-project/vllm/pull/67446)
- [GitHub search · Moonshot · pulls · zhao-wuyan/llm-info · @github-actions[bot]](https://github.com/zhao-wuyan/llm-info/pull/89)
- [hf-author-artifacts:moonshotai](https://huggingface.co/api/models/moonshotai/Kimi-K3.1-Pro/paths-info/d9e99b0792a5e93b78ea9bea62a68167e36ddd9e)
- [huggingface-router](https://huggingface.co/moonshotai/Kimi-K3.1-Pro)
- [Hugging Face · nvidia](https://huggingface.co/nvidia/Kimi-K3.1-Pro-NVFP4)
- [Azure Foundry · lifecycle](https://learn.microsoft.com/en-us/azure/foundry/concepts/model-lifecycle-retirement?view=azureml-api-2)
- [models.dev · catalogue](https://models.dev/#Kimi-K3.1-Pro)
- [models.dev · catalogue](https://models.dev/#k3.1-pro)
- [models.dev · catalogue](https://models.dev/#kimi-k3-1-pro)
- [models.dev · catalogue](https://models.dev/#kimi-k3.1-pro)
- [models.dev · catalogue](https://models.dev/#kimi-k3p1-pro)
- [models.dev · catalogue](https://models.dev/#morph-kimik31)
- [OpenCode · discovery](https://opencode.ai/data/moonshotai/kimi-k3-1-pro)
- [OpenCode Go · models](https://opencode.ai/go)
- [opencode-go](https://opencode.ai/inference/go/v1/models)
- [openrouter](https://openrouter.ai/moonshotai/kimi-k3.1-pro)
- [openrouter](https://openrouter.ai/moonshotai/kimi-k3.1-pro:batch)
- [review](https://platform.kimi.ai/docs/guide/kimi-k3-1-pro-quickstart)
- [moonshot-model-index](https://platform.kimi.ai/docs/models)
- [Moonshot API](https://platform.moonshot.ai/docs/pricing)
- [Vercel AI Gateway](https://vercel.com/ai-gateway)
- [Alibaba Model Studio API](https://www.alibabacloud.com/help/en/model-studio/models)
- [DesignArena · uicomponent](https://www.designarena.ai/leaderboard/ui-components)
- [DesignArena · website](https://www.designarena.ai/leaderboard/website)
- [review](https://www.kimi.com/code/docs/en/kimi-code/models.html)
- [Kimi Code · changelog](https://www.kimi.com/code/docs/en/kimi-code/whats-new.html)

## 시그널

- [Kimi K3.1 Pro: API 제공](https://alexgetman.com/ko/signals/2026/11/10/muse-wonder-max-debuts-3-3/)
- [Kimi K3.1 Pro: API 제공](https://alexgetman.com/ko/signals/2026/11/06/kimi-k3-1-pro-moonshot-api/)
- [Kimi K3.1 Pro: API 제공](https://alexgetman.com/ko/signals/2026/10/24/kimi-k3-1-pro-debuts-5/)
- [Kimi K3.1 Pro: API 제공](https://alexgetman.com/ko/signals/2026/10/23/kimi-k3-1-pro-2/)