MiniMax M2.5
MiniMax M2.5 from MiniMax is positioned for agent teams, tool use, and productivity workflows with multi-turn document editing and complex coding tasks.
Model Overview
Capabilities, design details, and architectural traits
MiniMax M2.5 - agent workflow model
MiniMax M2.5 is centered on agent workflows and productivity tasks. It is described as a model for complex execution, tool use, and document editing.
| Trait | Documented detail |
|---|---|
| Agent teams | It is presented for complex agent harnesses and coordinated agent work. |
| Tool use | It supports tool interaction and dynamic tool search during execution. |
| Office editing | It is documented for multi-turn editing in Excel, PowerPoint, and Word. |
| Coding and engineering | It is highlighted for software delivery, bug hunting, security analysis, and ML tasks. |
Workflow focus
The model is framed for tasks that need repeated execution and coordination, not only single-turn chat. Its distinguishing pattern is the combination of tool use, agent coordination, and structured office work.
Documented uses
Its public description emphasizes software engineering and document editing. That makes it a workflow-first model rather than a general-purpose wording of capability.
Benchmark Performance
Independent evaluations · Artificial Analysis
Accuracy & Capability Details
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Evaluate specifications, pricing, and independent benchmark indices
| Model Details | |||
|---|---|---|---|
| General Info | |||
| Provider | MiniMax | Anthropic | Anthropic |
| Release Date | February 12, 2026 | September 22, 2026 | September 28, 2026 |
| Knowledge Cutoff | - | - | Jun 2026 |
| Context & Limits | |||
| Context Window | 205K | 1M Best Context Window | 1M Best Context Window |
| Pricing (per 1M tokens) | |||
| Input Pricing | $0.30 Best Input Pricing | $4 | $2 |
| Output Pricing | $1.20 Best Output Pricing | $20 | $10 |
| Modalities | |||
| Inputs | text | textimagefile | textimagefile |
| Outputs | text | text | text |
| Benchmarks (0-100) | |||
| Intelligence Index | 22.8 | 57.6 Best Intelligence Index | 56.0 |
| Coding Index | - | - | - |
| Agentic Index | - | - | - |
Humanity's Last Exam
Extremely difficult logical reasoning and knowledge.
Long Context Reasoning
Logical reasoning over long context windows.
SciCode Benchmark
Scientific coding and mathematical modeling.
Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.
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