Kimi K2.5
moonshot/kimi-k2.5
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Kimi K2.5

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moonshot/kimi-k2.5

Moonshot's open multimodal agent model — a 1T-parameter MoE with 32B active — that takes text, image and video and is built around visual coding and multi-agent task splitting. Now deprecated: the API is closed to new users.

Modalities
TextImageVideoText
Context
262K
Max output
262K
Price / 1M tokens
$ 0.62in$ 3.30out
StreamingTool callingJSON outputImage inputThinking mode · can be turned off

What this model is good at

What the vendor positions it for, and which of our models to reach for instead.

VendorAn open native multimodal agentic model combining vision, code and tools.source

Best for
  • Visual-to-code · Generates code from UI designs and video workflows.(vendor claim)source

  • Agentic search · Supports tool-driven search and self-directed Agent Swarm decomposition.(vendor claim)source

Neighbouring models
Compare them side by side →

Pricing and billing

Billed per token. Cached input is charged at the cache-read rate.

Price / 1M tokensYou pay
Input$ 0.62
Output$ 3.30
Cache read$ 0.11
Cache write$ 0.62
Estimate a request
$ 0.0128
Estimated cost per request
10.0K × $ 0.62
+ 2.0K × $ 3.30
≈ $ 12.80 per 1,000 requests

Capabilities and limits

What CrossModel guarantees across every route this model can take right now.

Context window
262.0K tokens
Max output
262.0K tokens
Input / output modalities
Text + Image + Video → Text
Streaming
Supported
Tool calling
Supported
Structured output (JSON)
Supported
Image input
Supported
Thinking mode
Supported· can be turned off
Available endpoints
/v1/chat/completions · /v1/responses · /v1/messages
Conditional limitsDisclosed by the vendor. These do not make the capability unavailable — they say when it is not.
  • Built-in web search is unavailable when thinking mode is on source

Published benchmarks

Scores the vendor reported, with the evaluation setup each one came from.

Agentic search
  • BrowseComp (with context management)
    accuracy·Moonshot AI · 2026-01-27thinkingtools: browser, code_interpreter, searchdiscard-allsetup not fully disclosed
    74.9%
Coding
  • SWE-Bench Verified
    resolved_rate·Moonshot AI · 2026-01-27non-thinkingmoonshot-internal-agent5 runssetup not fully disclosed
    76.8%
Reasoning
  • Humanity's Last Exam Full (with tools)
    accuracy·Moonshot AI · 2026-01-27thinkingtools: browser, code_interpreter, searchretain-latest-tool-roundsetup not fully disclosed
    50.2%

Vendor-reported numbers, not CrossModel measurements. Scores are only comparable when the benchmark version, metric and evaluation setup match, so nothing here is averaged or ranked.

Use it in your tools

Point the base URL at CrossModel and paste this model ID — every tool below has a setup guide.

See all integration guides →

Frequently asked questions

What is Kimi K2.5?
Kimi K2.5 is available on CrossModel as moonshot/kimi-k2.5. It has a 262K-token context window and can return up to 262K tokens per request.
How much does Kimi K2.5 cost?
Currently $ 0.62 per 1M input tokens and $ 3.30 per 1M output tokens. Cached input is billed at $ 0.11 per 1M.
Does Kimi K2.5 support tool calling and structured output?
Tool calling: Supported · Structured output (JSON): Supported · Image input: Supported · Streaming: Supported · Thinking mode: Supported
Which endpoint do I call?
For text models, OpenAI Chat Completions (/v1/chat/completions), OpenAI Responses (/v1/responses) and Anthropic Messages (/v1/messages) all work — pick whichever your SDK already speaks.
Can I try it without writing code?
Yes. Sign in and open the Playground on this page to chat with the model directly — no API key needed. Usage is billed from your wallet at the normal rate.

Chat first, integrate later

Chat first, then wire it in once you like the answers.