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Overview

minimax-m2.7 is the newer MiniMax option for agentic productivity work. It sits close to minimax-m2.5, but is positioned more as a next-generation productivity and debugging model.

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Specs

FieldValue
Model IDminimax-m2.7
Best forAgentic productivity, coding, debugging
Context window205K
Max output tokens32K
Input modalitiesText
Output modalitiesText
Tool callingYes
Structured outputsYes
Prompt cachingNo
SpeedMedium
Cost bandBalanced
Release stageStable

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Use this when

  • You want to test the newer MiniMax generation.
  • Your workload is debugging, planning, and multi-step productivity work.
  • You want long context without going to a premium multimodal model.

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Pick something else when

  • You want the more proven coding pick: use minimax-m2.5.
  • You want stronger flagship default quality: use qwen-3.6-plus.
  • You need multimodal input: use kimi-k2.5.

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Example

from openai import OpenAI

client = OpenAI(base_url="https://kymaapi.com/v1", api_key="ky-...")

response = client.chat.completions.create(
    model="minimax-m2.7",
    messages=[{"role": "user", "content": "Turn this bug report into a reproducible investigation plan and test matrix."}]
)