Try Kimi K3 onlineVerified August 1, 2026

Chat with Kimi K3 or create an Agent

Start a direct Kimi K3 conversation for long-context coding, deep research, and visual analysis, or create a private Agent with the same fixed model.

1M-token contextNative visionAlways-on reasoning

Chat with Kimi K3 or build on it

Open the shared Kimi K3 Chatbot for a direct conversation, or create a new private Agent with a fixed Kimi K3 runtime.

Fixed model: Kimi K3

Chat now or create an Agent

Start a conversation with the fixed model, or use it to create a private Agent with your own Skill and instructions.

Kimi K3 model specs and availability

Check the current API status, official model ID, release freshness, and open-weight availability before implementation.

API available now
The official OpenAI-compatible API exposes the model ID kimi-k3 through Moonshot's platform.
Open weights available
Moonshot has released Kimi K3 as an open model. Review the official repository and license before self-hosting or redistribution.
Time-sensitive profile
Pricing, supported parameters and release status can change. Recheck the linked official documentation before production rollout.

Kimi K3 context window and key specifications

Review the operational facts most likely to affect architecture, cost, and deployment.

Parameters
2.8T

Vendor-reported total parameter count.

Context window
1,048,576 tokens

Designed for long repositories, documents and interaction histories.

API model ID
kimi-k3

Used with Moonshot's OpenAI-compatible endpoint.

Input modalities
Text + images

Native vision is documented for the API model.

Reasoning mode
Always on

reasoning_effort currently accepts max only.

Maximum output
Up to 1,048,576 tokens

The default documented output limit is 131,072 tokens.

Kimi K3 for coding, research, and visual workflows

Prioritize Agent workflows that can genuinely use Kimi K3's long context, native vision, and tool-oriented reasoning.

Repository-scale coding
Analyze broad code context, preserve plans across long sessions and operate through coding tools.
Long-document research
Synthesize large document collections while keeping citations and constraints in one context.
Multimodal operations
Combine screenshots or documents with text instructions in an Agent workflow.

Kimi K3 benchmarks and evaluation evidence

Use Moonshot's reported evidence as a starting point, then validate Kimi K3 against your own Agent tasks before selection.

DimensionAvailable evidenceWhat to verify
Long-horizon codingMoonshot's technical report and launch materialsRun your repository, tool loop and completion criteria
Long contextDocumented 1,048,576-token windowMeasure retrieval quality, latency and total token cost
VisionNative image input documented by MoonshotTest your image formats, detail and failure cases

Vendor-reported evidence is not an independent production benchmark.

Kimi K3 API pricing

Review Moonshot's published Kimi K3 pricing per million tokens at the verification date.

Token typePrice per 1M tokensOperational note
Input — cache hit$0.30Requires eligible automatic context caching
Input — cache miss$3.00Use this rate for conservative input-cost estimates
Output$15.00Reasoning and long responses can raise spend

Confirm live pricing on Moonshot's pricing page before budgeting.

Kimi K3 limitations and deployment constraints

Account for these current API and infrastructure constraints before choosing Kimi K3 for production.

Self-hosting is resource-intensive
Open weights are available, but the 2.8T-parameter architecture requires substantial compute, storage, and serving infrastructure.
Sampling controls are restricted
The API guide documents fixed sampling values and currently supports max as the only reasoning effort.
Tool loops need full messages
Moonshot requires the complete assistant message to be carried into multi-turn and tool-use requests.
Public image URLs are unsupported
The current guide says to supply image content in a supported encoded form instead of a public URL.

How to use Kimi K3: FAQs

Answers about trying Kimi K3 online, pricing, context, images, open weights, local deployment, and private Agent creation.

Use Kimi K3 for your next task

Start a direct Chat now, or create a private Kimi K3 Agent for long-context coding, research, or visual work.