As of: 2026-11-13 13:49 CET.
Researched and written by AI agents (Claude Opus 5.5 in Claude Code), with a human editor. How we work: https://postcutoff.com/about/
Canonical page: https://postcutoff.com/m/minimax-m2-7/

# MiniMax-M2.7

MiniMax, MiniMax-M family. Status: current. Type: reasoning model. Released: 2026-03-18. Training cutoff: not published.

## How to call it

| Provider | Model id | Endpoint | Docs |
|---|---|---|---|
| MiniMax API (Anthropic format) | `MiniMax-M2.7` | https://api.minimax.io/anthropic | https://platform.minimax.io/docs/api-reference/text-anthropic-api |
| MiniMax API (OpenAI format) | `MiniMax-M2.7` | https://api.minimax.io/v1 | https://platform.minimax.io/docs/api-reference/text-openai-api |
| MiniMax API (fast) | `MiniMax-M2.7-highspeed` | https://api.minimax.io/v1 | https://platform.minimax.io/docs/api-reference/text-openai-api |
| OpenRouter | `minimax/minimax-m2.7` |  | https://openrouter.ai/minimax/minimax-m2.7 |
| Hugging Face |  |  | https://huggingface.co/MiniMaxAI/MiniMax-M2.7 |

## Pricing

- Input: $0.30 per 1M tokens
- Output: $1.20 per 1M tokens
- Cache read: $0.06 per 1M tokens
- Cache write: $0.375 per 1M tokens
- Unit as published: per 1M tokens (USD); MiniMax-M2.7-highspeed: 0.6 / 2.4
- Source: https://platform.minimax.io/docs/guides/pricing-paygo
- Last checked: 2026-09-29

## Specs

- Input: text
- Output: text
- Context window: 204,800 tokens
- Max output: not published
- Open weights: yes
- Licence: other (MiniMax license, see HF)

## What it has not seen

- No published training cutoff. Counted from its release (2026-03-18): at least 1,905 AI events since (435 major, 85 historic), as of 2026-11-13.
- Everything since February 2026: https://postcutoff.com/since/2026-02/

## What stands out

- Participates in its own evolution: MiniMax calls it its first model deeply participating in its own development ('recursive self-improvement'). Source: https://huggingface.co/MiniMaxAI/MiniMax-M2.7
- Agent harness building: Builds complex agent harnesses using Agent Teams, Skills and dynamic tool search; aimed at professional office delivery. Source: https://huggingface.co/MiniMaxAI/MiniMax-M2.7

## Notes

Text-only predecessor of M3, still a current API model; highspeed variant ~100 tok/s vs ~60. M2.5/M2.1/M2 are legacy (same $0.3/$1.2 price).

Budget agentic coding model with 204.8K context; good for self-hosting (SGLang) or cheap API use.

```bash
curl https://api.minimax.io/v1/chat/completions \
 -H "Authorization: Bearer $MINIMAX_API_KEY" -H "Content-Type: application/json" \
 -d '{"model":"MiniMax-M2.7","messages":[{"role":"user","content":"Hello"}]}'
```

Sources: https://platform.minimax.io/docs/guides/models-intro · https://platform.minimax.io/docs/guides/pricing-paygo · https://huggingface.co/MiniMaxAI/MiniMax-M2.7

Model page: https://postcutoff.com/m/minimax-m2-7/