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MiniMax M2.5

MiniMax M2.5 — Balanced capability and efficiency for general production work.

Manufacturer
MiniMax
Model ID
minimax-m2.5
Supported interfaces
Chat Completions

Overview

MiniMax M-series models target coding, agents, professional productivity, and long-context work, with multimodality in models that officially provide it.

Manufacturer-native capabilities

  • Balanced reasoning, quality, latency, and cost
  • Coding, analysis, content, and multi-step workflows
  • Tool calling and structured workflows where supported by the manufacturer

The manufacturer source below is authoritative for the complete current set of native capabilities, limits, and modes.

Best use cases

  • Coding and technical analysis
  • Multi-step tasks and agentic workflows
  • Workloads that match the model’s speed and quality tier

Manufacturer-native specification

MiniMax M2.5 is positioned by MiniMax for real-world coding, tool use, search, and office productivity. The values below describe the manufacturer-native model envelope, not a promise that every native platform feature is exposed by every intermediary API.

FieldManufacturer specification
Context window204,800 tokens
Maximum outputSee manufacturer source
Native modalitiesText input and text output
Native controlsReasoning-oriented text generation; Streaming and tool calling; Long-context coding and agent workflows

Manufacturer-native capability highlights:

  • Reasoning-oriented text generation
  • Streaming and tool calling
  • Long-context coding and agent workflows

A native model capability is usable through TokenPass only when it can be represented by one of the interfaces listed at the top of this page. Manufacturer-only hosted tools, beta headers, platform products, and model aliases do not become TokenPass features automatically.

TokenPass integration contract

Send the exact TokenPass model ID minimax-m2.5 to https://tokenpass.cloud/v1 using Chat Completions. Streaming is available through the streaming form of the selected interface. Before a production rollout, call GET /v1/models with the target API key and confirm that this exact ID is returned.

Keep request parameters within the selected interface contract. Do not copy a parameter from another manufacturer API merely because the upstream model supports a similar feature. For native limits, modes, and release changes, the official manufacturer source at the end of this page remains authoritative.

Capabilities and limitations

Parameter support depends on the model and listed interface. A manufacturer-native capability does not imply compatibility with another API style. Confirm the callable ID through GET /v1/models.

Manufacturer benchmark highlights

The manufacturer positions this model according to the capability tier described above. See the official source for current results and methodology; TokenPass does not reproduce complete benchmark tables.

Pricing

TokenPass retail pricing is published only in Pricing and Usage.

Official source