Model selection

Kimi Models Guide

Choose among Kimi K3, K3-256k, K2.6, and Kimi Code model IDs by context length, reasoning, speed, quota, and tool support.

Kimi model selection cards for K3, K3-256k, and K2.6
Referencepage shape
Kimi K3topic
6further reading links
2026-07-29updated

Kimi model choices

Model or IDBest useLimit to check
kimi-k3API flagship model for long-horizon coding and knowledge workReasoning effort and up-to-1M context availability
k3Kimi Code K3 model IDPlan entitlement and context setting
k3-256kKimi Code K3 model with 256k contextVideo input and compacting when switching from longer context
kimi-k2.6Conversation, code generation, vision, video, and agent tasksLower context than K3
kimi-for-codingKimi Code routine development and code completionUse the exact model ID in third-party tools

Plain answer

Kimi model names matter because product surfaces and API model IDs are not interchangeable. In Kimi Code, k3 and k3-256k refer to Kimi K3 choices, while kimi-for-coding and kimi-for-coding-highspeed refer to Kimi K2.7 Code choices.

For the Kimi API, kimi-k3 is the flagship long-context model and kimi-k2.6 is the flexible model for text, image, video, conversation, code generation, and agent tasks.

AI handoff prompt and permissions

Copy this prompt into Kimi Code, K3Nova, or another AI agent. Keep approval manual for file writes, shell commands, account actions, and secrets.

Copyable AI prompt

Use this to give the agent the task and safety boundary in one message.

You are my AI agent for this task: choose the right Kimi model or Kimi Code model ID for my workload by context length, tool surface, speed, and entitlement.
Start by restating the goal and the permissions you need.
Use official docs or the files I provide before making claims.
Give me a direct answer first, then a short table or checklist.
If commands are needed, show exact copyable commands without a shell prompt.
Ask before writing files, running shell commands, deleting or moving data, logging in, spending money, changing account settings, or handling API keys.
Stop and ask me when a step requires secrets, payment, account access, destructive cleanup, or a permission broader than the task.

Recommended AI permissions

PermissionGive AIWhy
Public researchAllow official docs, cited public pages, and web search results.Needed to refresh facts without touching private data.
Local filesDo not allow local file access unless you name a folder for inspection.Most research pages do not need your machine.
Write or shellAsk before Write, Edit, Bash, or any command execution.Keeps the task reviewable.
Sensitive actionsDeny login, payment, API keys, account changes, and private screenshots.Those actions need a human decision.

How to read the facts

K3

Use for long-horizon coding, end-to-end knowledge work, and deep reasoning where context length and quality matter more than raw speed.

K3-256k

Use when your job fits inside 256k context and you want a K3 path that can reduce quota pressure.

K2.6 and K2.7 Code

Use these when you need flexible multimodal chat, routine coding, or high-speed code output depending on the client.

Quick scan cards

kimi-k3

API flagship model for long-horizon coding and knowledge work Reasoning effort and up-to-1M context availability

k3

Kimi Code K3 model ID Plan entitlement and context setting

k3-256k

Kimi Code K3 model with 256k context Video input and compacting when switching from longer context

kimi-k2.6

Conversation, code generation, vision, video, and agent tasks Lower context than K3

kimi-for-coding

Kimi Code routine development and code completion Use the exact model ID in third-party tools

FAQ

Is Kimi K3 the same as k3?

k3 is the Kimi Code model ID for Kimi K3. In the API, the model ID is kimi-k3.

When should I use k3-256k?

Use it when your coding session fits inside 256k context and you want to reduce consumption compared with 1M context.

Why did my model switch fail?

Check the exact model ID, plan entitlement, context setting, and whether the tool supports the requested reasoning effort.

Further reading