moonshotai/kimi-k2.5

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Moonshot AI's latest open model. It unifies vision and text, thinking and non-thinking modes, and single-agent and multi-agent execution into one model

Capabilities

Reference Images Max Tokens Top-P

Cost

Community model (estimated from hardware time)

Input Parameters

Name	Type	Description	Default	Constraints
`frequency_penalty`	number	Frequency penalty	`0`	min: -2, max: 2
`image`	string (uri)	Image file to analyze (optional). Will be resized if larger than 1024px.	`—`	—
`max_tokens`	integer	Maximum number of tokens to generate.	`1024`	min: 1, max: 131072
`presence_penalty`	number	Presence penalty	`0`	min: -2, max: 2
`prompt`	string	Text prompt	`""`	—
`temperature`	number	Sampling temperature.	`0.1`	min: 0, max: 2
`top_p`	number	Top-p (nucleus) sampling	`1`	min: 0, max: 1

frequency_penalty number

Frequency penalty

Default: 0 min: -2, max: 2

image string

Image file to analyze (optional). Will be resized if larger than 1024px.

max_tokens integer

Maximum number of tokens to generate.

Default: 1024 min: 1, max: 131072

presence_penalty number

Presence penalty

Default: 0 min: -2, max: 2

prompt string

Text prompt

Default: ""

temperature number

Sampling temperature.

Default: 0.1 min: 0, max: 2

top_p number

Top-p (nucleus) sampling

Default: 1 min: 0, max: 1

Version: b4d8427a98a2 Updated: 2/26/2026 16.5K runs