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moonshotai/kimi-k2-5
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Kimi K2.5
Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed visual and text tokens, it delivers strong performance in general reasoning, visual coding, and agentic tool-calling.
1/27/2026
262,144 tokens
Specifications
Modalities
Input
text
image
Output
text
Supported Parameters
frequency_penalty
include_reasoning
logit_bias
logprobs
max_tokens
min_p
parallel_tool_calls
presence_penalty
reasoning
reasoning_effort
repetition_penalty
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_k
top_logprobs
top_p
Max Output Tokens
65,535Reasoning Configuration
- Default
- Thinking on
- Turning thinking off
- Possible (reasoning.enabled: false)
Frequently asked questions
- Is Kimi K2.5 available on FastMetal?
- Not at the moment. Kimi K3, from the same lab, is available on the FastMetal API today.
- What is the context window of Kimi K2.5?
- 262,144 tokens, shared between the prompt and the response.