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Kimi Models: All 12 Models from Moonshot AI Compared

Moonshot AI has 12 models in the directory. The strongest is Kimi K3.1 Pro: Rank 10 to 13 of 95 in the overall index.

Models127 of them since January 2026
Best rank10Kimi K3.1 Pro, Rank 10 to 13 of 95
Cheapest API$0.57Kimi K2.5, input per 1M tokens
Planfrom €20.24Kimi Plus, per month incl. VAT, free plan available
Most popular68Kimi K3, popularity index out of 100

Summary

In the directory: 12 language models. 10 of them with open weights that can run locally.

All 12 models from Moonshot AI

Every model there ever was. Models with a profile lead to every benchmark, price and source.

12 models
Status
Kimi K3.1 ProOct 23, 2026Active80Rank 10 to 13 of 95$2 / $10361.05Mbelow 1
Kimi K2.8 PreviewSep 11, 2026Previewn/an/an/a1.05Mbelow 1
Kimi K3Jul 16, 2026Active54Rank 21 to 29 of 95$3 / $15551.05M68
Kimi K2.7 Code HighspeedJun 12, 2026Activen/an/an/a262K25
Kimi K2.7 CodeJune 2026Active10Rank 49 to 59 of 95$0.95 / $466262K25
Kimi K2.6Apr 20, 2026Active15Rank 45 to 51 of 95$0.95 / $458262K47
Kimi K2.5January 2026Open source2Rank 59 to 69 of 95$0.57 / $2.8588262K47
Kimi K2 Thinking TurboNov 6, 2025Activen/an/an/a262K7
Kimi K2 ThinkingNov 4, 2025Open sourcebelow 1Rank 74 to 80 of 95$0.60 / $2.50121262K21
Kimi K2 0905Sep 5, 2025Open sourcen/a$0.60 / $2.5047262K31
Kimi K2 0711Jul 11, 2025Open sourcen/a$0.57 / $2.3040131K35
Kimi K2July 2025Activen/an/a46131K37

The current Kimi models explained

Kimi K3.1 Pro

Language model · Oct 23, 2026

Kimi K3.1 Pro is Moonshot's reasoning model. Its context window reaches 1,048,576 tokens on the Pro or Allegretto Kimi Code tier; lower tiers have a smaller limit. Kimi Code requires Thinking and offers Low, High, and Max effort. Moonshot says the Highspeed variant has the same model quality, so it is not a separate model profile.

Kimi K3

Language model · Jul 16, 2026

What is distinctive about Kimi K3 is its native visual architecture with KDA and AttnRes. Moonshot describes 2.8 trillion total parameters, 104 billion active parameters, 896 experts with 16 selected per step, and a 1,048,576-token context window. Text, images, and video belong to the same model.

Kimi K2.7 Code Highspeed

Language model · Jun 12, 2026

Kimi K2.7 Code Highspeed is described in Kimi’s official catalog as the fast serving variant of Kimi K2.7 Code. The catalog gives the coding family a 256,000-token context window, about 180 tokens per second, and up to 260 tokens per second in short contexts. Publisher sources identify no separate Highspeed model card or weight release.

Kimi K2.7 Code

Language model · June 2026

What is distinctive about Kimi K2.7 Code is its explicit focus on long software projects. Moonshot combines 1 trillion total parameters and 32 billion active parameters with a 256,000-token context window, tool calls, and multimodal input for text, images, and experimental video.

Kimi K2.6

Language model · Apr 20, 2026

New in Kimi K2.6 are MoonViT for image and video input and an emphasis on long-horizon coding and agent swarms. Moonshot describes 1 trillion total parameters, 32 billion active parameters, and a 262,144-token context window. Thinking and non-thinking modes can be used separately.

Kimi K2.5

Language model · January 2026

What is distinctive about Kimi K2.5 is the combination of the K2 mixture-of-experts design with MoonViT. The open multimodal model accepts text, images, and experimental video with 1 trillion total parameters, 32 billion active parameters, and a 262,144-token context window.

Kimi K2 Thinking Turbo

Language model · Nov 6, 2025

Kimi K2 Thinking Turbo is listed as a discontinued API model in Kimi’s official catalog. Publisher sources identify no separate Turbo model card or weight release; they point to the distinct Thinking checkpoint with 1 trillion total parameters, 32 billion active parameters, long context, and tool calls.

Kimi K2 Thinking

Language model · Nov 4, 2025

What is distinctive about Kimi K2 Thinking is its distinct Thinking checkpoint rather than a response variant of Kimi K2. Moonshot describes 1 trillion total parameters, 32 billion active parameters, and a 262,144-token context window.

Kimi K2 0905

Language model · Sep 5, 2025

New in Kimi K2 0905 is the 262,144-token context window compared with Kimi K2 0711. The underlying K2 mixture-of-experts design remains an open model with 1 trillion total parameters and 32 billion active parameters for dialogue, coding, and tool use.

Kimi K2 0711

Language model · Jul 11, 2025

Kimi K2 0711 is the dated Instruct release from July 11, 2025. Moonshot’s K2 mixture-of-experts design has 1 trillion total parameters and 32 billion active parameters; this checkpoint uses a 131,072-token context window.

Kimi K2

Language model · July 2025

Kimi K2 is Moonshot’s open K2 Instruct release. The repository describes 1 trillion total parameters, 32 billion active parameters, and about 131,000 tokens of context. This entry represents the foundational K2 Instruct release.

Which Kimi model fits?

Derived from the overall index, the API price and the measured speed of the current models.

The strongest choice

Kimi K3.1 Pro

The vendor's highest overall index

Overall index
80 (Rank 10 to 13 of 95)
API per 1M tokens
$2 / $10
Speed
36 tokens/s

Value for money

Kimi K2.6

Costs 43% of Kimi K3.1 Pro, overall index 15 instead of 80

Overall index
15 (Rank 45 to 51 of 95)
API per 1M tokens
$0.95 / $4
Speed
58 tokens/s

The fastest

Kimi K2 Thinking

121 tokens/s, a typical model manages 98

Overall index
below 1 (Rank 74 to 80 of 95)
API per 1M tokens
$0.60 / $2.50
Speed
121 tokens/s

Moonshot AI in the overall index

The 20 best language models, with the models from Moonshot AI highlighted. “All” and the filter show every model in the index.

Overall index (Gradually Meta-Score v3)

20 of 95 models

Where does Moonshot AI stand?

Models among the best 20 in the overall index

Anthropic5 models, 4 of them among the best ten
OpenAI5 models, 2 of them among the best ten
Google4 models, 2 of them among the best ten
Meta3 models, 2 of them among the best ten
DeepSeek1 models, 0 of them among the best ten
Moonshot AI1 models, 0 of them among the best ten
xAI1 models, 0 of them among the best ten

Best Moonshot AI model per area

Agents
Rank 3 to 18 of 82
Kimi K3.1 Pro
Coding
Rank 7 to 14 of 89
Kimi K3.1 Pro
General
Rank 7 to 19 of 56
Kimi K3.1 Pro
Health
Rank 8 to 60 of 69
Kimi K2.5
Reasoning
Rank 9 to 16 of 87
Kimi K3.1 Pro
Mathematics
Rank 9 to 15 of 44
Kimi K3
Knowledge
Rank 9 to 17 of 26
Kimi K3
Legal
Rank 9 to 25 of 67
Kimi K3.1 Pro
Finance
Rank 13 to 30 of 97
Kimi K3
Multimodal
Rank 17 to 24 of 47
Kimi K2.6

Vendors compared

VendorModelsModel typesBest language modelTop 10Open weightsNew in 2026
Anthropic3333 language modelsClaude Opus 5.5 (Rank 1 to 3)4013
OpenAI6346 language models, 4 image models, 2 video models, 9 audio models, 2 specialist modelsGPT-6 Astra (Rank 4 to 8)2427
Google6643 language models, 4 image models, 6 video models, 11 audio models, 2 specialist modelsGemini 4 Carbon (Rank 1 to 5)21926
Meta3229 language models, 1 image model, 1 video model, 1 specialist modelMuse Wonder Full (Rank 6 to 9)2267
DeepSeek2323 language modelsDeepSeek V4.1 Flash 1017 (Rank 13 to 20)0239
Moonshot AI1212 language modelsKimi K3.1 Pro (Rank 10 to 13)0107
xAI1612 language models, 2 image models, 2 video modelsGrok 4.7 (Rank 18 to 24)0112

Strengths

Rank 10 to 13 of 95 in the overall index (Kimi K3.1 Pro)
Kimi K2.5 from $0.57 per 1M input tokens
10 models with open weights

Gaps

No image models, video models or audio models in the directory
1 models only with limited access or as a preview

Every Moonshot AI model over time

By release date. Grey: retired models.

Releases in the last twelve months

0Dec 25
1Jan 26
0Feb 26
0Mar 26
1Apr 26
0May 26
2Jun 26
1Jul 26
0Aug 26
1Sep 26
1Oct 26
0Nov 26

7 releases since January 2026, by release date.

API prices

Prices per 1M tokens for the current language models, according to Moonshot AI or the provider linked in each model profile.

Current modelInputOutputContext
Kimi K3.1 Pro$2$101.05M
Kimi K3$3$151.05M
Kimi K2.6$0.95$4262K
Kimi K2.7 Code$0.95$4262K
Kimi K2.5$0.57$2.85262K
Kimi K2 Thinking$0.60$2.50262K
Kimi K2 0711$0.57$2.30131K
Kimi K2 0905$0.60$2.50262K

Plans from Moonshot AI

Monthly prices in Germany incl. VAT; “≈” is converted from US dollars. The vendor's models are often also part of other providers' plans, see the AI subscription comparison.

PlanPer monthNote
Kimi Freefree
Kimi Plus≈ €20.24with credits
Kimi Pro≈ €41.54
Kimi Max≈ €105.45
Kimi Ultra≈ €211.97

Frequently asked questions about Moonshot AI

What Kimi models are there?

The directory lists 12 Kimi models from Moonshot AI: 12 language models. It counts every model Moonshot AI ever released, including retired ones. 11 are currently available, the newest being Kimi K3.1 Pro, Kimi K3 and Kimi K2.7 Code Highspeed.

Which Kimi model is the best?

Kimi K3.1 Pro. It is at rank 10 to 13 of 95 in the overall index, which combines independent benchmarks from several sources.

What is the latest Kimi model?

Kimi K3.1 Pro, released on Oct 23, 2026. The timeline below shows every release by date.

How much do Kimi models cost?

Through the API per 1M tokens (input / output): Kimi K2.5 $0.57 / $2.85 and Kimi K3.1 Pro $2 / $10. The prices of all 8 current language models are in the price table. As a subscription, Kimi starts at €20.24 per month incl. VAT (Kimi Plus).

Can I use Kimi for free?

Yes, with the Kimi Free plan. The cheapest paid plan is Kimi Plus at €20.24 per month incl. VAT.

Is Kimi better than ChatGPT?

In the overall index, no. The best OpenAI model, GPT-6 Astra (rank 4 to 8 of 95), is ahead of Kimi K3.1 Pro (rank 10 to 13 of 95). Single tasks can differ.

Can I run Kimi models locally?

Yes, 10 of the 12 models have open weights. Each model profile lists how much memory it needs.

Which Kimi model is the fastest?

Kimi K2 Thinking with 121 tokens per second according to Artificial Analysis. A typical model manages 98.

How large is the context window of the Kimi models?

Up to 1.05 M tokens (≈ 1,570 A4 pages), which 3 of the current models reach, including Kimi K3.1 Pro. Every model's value is in the model list.