Kimi K2.7 Code vs Kimi K2.7 Code Highspeed

Kimi K2.7 Code and Kimi K2.7 Code Highspeed side by side: specs, capabilities, parameters, and live pricing from the EmpirioLabs catalog.

Moonshot AI Text Generation

Kimi K2.7 Code vs Kimi K2.7 Code Highspeed at a glance

Kimi K2.7 Code and Kimi K2.7 Code Highspeed are both Moonshot AI models in the Text Generation category, available through the EmpirioLabs API.

Key differences

  • Both models were released on Jun 16, 2026.
  • Both models have a context window of 256K tokens.
  • Kimi K2.7 Code lists the lower rate for Input (per 1M prompt tokens) and Output (per 1M generated tokens).

Kimi K2.7 Code vs Kimi K2.7 Code Highspeed: specs

SpecKimi K2.7 CodeKimi K2.7 Code Highspeed
Model IDkimi-k2-7-codekimi-k2-7-code-highspeed
AuthorMoonshot AIMoonshot AI
ReleasedJun 16, 2026Jun 16, 2026
Context window256K tokens256K tokens
Max output131,072 tokens131,072 tokens
Input
Text Image Video
Text Image Video
Output
Text
Text
Structured outputJSON SchemaJSON Schema
RegionInternationalInternational
Endpoints
POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/kimi-k2-7-code:generateContent
POST /v1/chat/completions POST /v1/responses POST /v1/messages POST /v1beta/models/kimi-k2-7-code-highspeed:generateContent
Capabilities
reasoning function calling multimodal agentic coding web search
reasoning function calling multimodal agentic coding web search

Kimi K2.7 Code vs Kimi K2.7 Code Highspeed: API pricing

Live rates from the EmpirioLabs catalog for both models. Each rate card always matches what the API charges.

Kimi K2.7 Code vs Kimi K2.7 Code Highspeed: API parameters

Request parameters each model lists on EmpirioLabs, with the allowed values or range where one applies. A dash marks a parameter the model does not list.

ParameterKimi K2.7 CodeKimi K2.7 Code Highspeed
max_tokens1 to 262144 Default: 327681 to 262144 Default: 32768
stopstringstring
tool_web_searchboolean Default: falseboolean Default: false
max_tool_calls1 to 20 Default: 51 to 20 Default: 5
response_formatenumenum

Kimi K2.7 Code vs Kimi K2.7 Code Highspeed: limits and notes

Kimi K2.7 Code

Supports text, image, and video inputs with 256K context, function calling, JSON mode structured output, and built-in web search at $0.015 per invoked call. Thinking is always on and cannot be disabled; reasoning tokens are billed as output tokens. Temperature and other sampling overrides are ignored because the model service uses fixed sampling settings. Multi-step function calling through the API must replay the assistant message with its reasoning_content field intact.

Kimi K2.7 Code Highspeed

The faster-serving tier of Kimi K2.7 Code. Supports text, image, and video inputs with 256K context, function calling, JSON mode structured output, and built-in web search at $0.015 per invoked call. Thinking is always on and cannot be disabled; reasoning tokens are billed as output tokens. Temperature and other sampling overrides are ignored because the model service uses fixed sampling settings. Multi-step function calling through the API must replay the assistant message with its reasoning_content field intact.

How to call Kimi K2.7 Code and Kimi K2.7 Code Highspeed

Kimi K2.7 Code serves the OpenAI-compatible Chat Completions API. Point any OpenAI SDK at https://api.empiriolabs.ai/v1 with your EmpirioLabs API key and use the model id kimi-k2-7-code. Both models are called through the same endpoint. Set model to kimi-k2-7-code or kimi-k2-7-code-highspeed. Get an API key from the EmpirioLabs dashboard.

cURL
curl https://api.empiriolabs.ai/v1/chat/completions \
  -H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "kimi-k2-7-code",
    "messages": [
      {"role": "user", "content": "Write a haiku about the ocean."}
    ]
  }'

Kimi K2.7 Code vs Kimi K2.7 Code Highspeed: common questions

What is the difference between Kimi K2.7 Code and Kimi K2.7 Code Highspeed?

Both models were released on Jun 16, 2026. Both models have a context window of 256K tokens. Kimi K2.7 Code lists the lower rate for Input (per 1M prompt tokens) and Output (per 1M generated tokens). The specs, rate cards, and parameters on this page come from the live EmpirioLabs catalog.

Which has the lower rate, Kimi K2.7 Code or Kimi K2.7 Code Highspeed?

Kimi K2.7 Code lists the lower rate for Input (per 1M prompt tokens) and Output (per 1M generated tokens). Both live rate cards are on this page and always match what the API charges.

Can I switch between Kimi K2.7 Code and Kimi K2.7 Code Highspeed without rebuilding my integration?

Yes. Both models use POST /v1/chat/completions with the same EmpirioLabs API key, so most integrations switch by changing the model value. Check the parameters table on this page first if you rely on a model-specific parameter.

Can I try Kimi K2.7 Code and Kimi K2.7 Code Highspeed in the browser before integrating?

Yes. Open each model in the EmpirioLabs playground and run the same prompt on both, with the parameters the API exposes.

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