The Complete Moonshot AI Kimi Family on Chat-O: From K2 to K3

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Moonshot AI has rapidly expanded the Kimi family over the past year, and Chat-O offers every publicly available model. This guide maps the complete Kimi lineup so you can match each model to the right workload.

The Kimi Family at a Glance

Model Released Context Parameters Tiers Key Strength
Kimi K2 Early 2026 200K ~100B Balanced General coding, daily driver
Kimi K2 Thinking Early 2026 200K ~100B Power Visible chain-of-thought reasoning
Kimi K2.5 Early 2026 256K ~100B Balanced Multimodal tasks, code generation
Kimi K2.5 Thinking Early 2026 256K ~100B Power Reasoning, complex problem solving
Kimi K2.6 Apr 20, 2026 256K ~200B Balanced Long-horizon coding, multi-agent orchestration
Kimi K2.7 Code Jun 12, 2026 256K ~200B Balanced End-to-end programming
Kimi K3 Jul 16, 2026 1M 2.8T Power Frontier reasoning, agentic workflows

Understanding the Generations

First Generation: Kimi K2 and K2 Thinking

Kimi K2 launched as a strong general-purpose model with a 200K context window. It competes directly with models like DeepSeek V3 and Qwen Max on coding and general knowledge tasks. The Thinking variant adds visible chain-of-thought reasoning for problems that benefit from step-by-step analysis.

Kimi K2 is the baseline: fast, reliable, and affordable in the Balanced tier. Use it for everyday coding, syntax debugging, and API integration. It is not the most powerful Kimi, but it is the most efficient for routine work.

Kimi K2 Thinking is the reasoning upgrade: when you need to see the model’s work, switch to the Power tier version. It is ideal for debugging sessions where understanding the reasoning process matters more than the final answer.

Second Generation: Kimi K2.5 and K2.5 Thinking

K2.5 extended the context window to 256K and added multimodal capabilities. These models can process images alongside text, making them suitable for tasks that involve diagrams, screenshots, or handwritten notes.

Capability K2 K2.5 Improvement
Context Window 200K 256K +28%
Image Support No Yes New modality
Coding Quality Good Very Good Notable improvement
Reasoning Basic Enhanced Stronger chain-of-thought

Third Generation: K2.6, K2.7 Code, and K3

These three models represent Moonshot AI’s latest thinking about what specialized models should look like.

Kimi K2.6 (April 20, 2026) introduced long-horizon coding and multi-agent orchestration capabilities. It handles complex end-to-end coding tasks that require maintaining context across many files and steps. Available in the Balanced tier.

Kimi K2.7 Code (June 12, 2026) is a focused specialization of the K2.6 architecture for end-to-end programming. It is tuned to complete programming tasks reliably over long contexts, with fewer half-finished outputs. Available in the Balanced tier.

Kimi K3 (July 16, 2026) is the flagship: 2.8 trillion parameters, 1 million token context, multimodal reasoning. It is available in the Power tier and represents a generational leap over everything that came before.

When to Upgrade

Your Current Model Upgrade When Upgrade To
K2 Balanced You need image support K2.5 Balanced
K2 Balanced You need longer coding sessions K2.6 or K2.7 Code
K2.5 Balanced You need the full 1M context K3 Power
K2.5 Thinking You need multi-agent orchestration K2.6 Balanced
Any Balanced You need frontier reasoning depth K3 Power

Price to Performance Ratio

The beauty of having the full Kimi family is that you can choose the cheapest model that meets your needs:

  • Quick code question: K2 Balanced (cheapest)
  • Code with a screenshot: K2.5 Balanced (adds multimodal)
  • Long multi-file task: K2.7 Code Balanced (coding optimized)
  • Heavy reasoning with images: K3 Power (maximum power)

Available on Chat-O Now

Every Kimi model in this guide is live in the Chat-O model dropdown. You can switch between them between messages. There is no commitment to any single model. Pick the right tool for each task, and change your mind as often as you like.

The Kimi family gives you one of the widest price-performance ranges of any model family on Chat-O: from a cost-effective Balanced-tier code assistant to a 2.8 trillion parameter reasoning engine. Use the full range. Sources:

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