MiniMax
Open-weight multimodal models built for long agent runs.
MiniMax publishes open weights for its M-series models, which are aimed at long-horizon agentic work and coding. The current M3 takes text, images and video with a million-token context, and the older M2 models are still around and cheaper. A solid middle option: more capable than the tiny Flash models, far cheaper than a frontier API, and you can host it yourself if you need to.
At a glance — MiniMax M2.7
- Cost
- $0.30 in · $1.20 out per 1M tokensBudget
- Memory
- 205K tokens — about 300 pages
- Reads
- Text
- Can do
- Use tools (agents)
- Structured output
- Thinking mode
- Good at
- Coding: better than 57% · Agentic work: better than 43% · Overall: better than 42%
- Reliability
- 99.75% uptime, last 24h
- Released
- Mar 18, 2026
Advanced details
- API model ID
minimax/minimax-m2.7- Max output
- 131K tokens
- Cached input
- $0.06 per 1M
- Tokenizer
- Other
- Coding index
- 52.6
- Agentic work index
- 15.3
- Overall index
- 22.8
Providers
The same model, hosted by different companies. OpenRouter picks one per request and falls back to the next if it fails.
| Provider | Input /1M | Output /1M | Cached /1M | Max output | Uptime 24h |
|---|---|---|---|---|---|
| GMICloud · fp8 | $0.21 | $0.84 | $0.042 | 177K | 99.43% |
| MaraDegraded | $0.24 | $0.96 | $0.024 | 177K | 94.25% |
| Novita · fp8 | $0.27 | $1.08 | $0.054 | 131K | 99.69% |
| AtlasCloud · fp8 | $0.30 | $1.20 | $0.06 | 177K | 98.50% |
| Minimax · fp8 | $0.30 | $1.20 | $0.06 | 131K | 99.75% |
| DeepInfra · turbo | $0.38 | $1.70 | $0.07 | 131K | 82.19% |
| Groq | $0.60 | $1.80 | — | 131K | 97.61% |
| SambaNova | $0.60 | $2.40 | $0.06 | 177K | 96.37% |
| Minimax · highspeed | $0.60 | $2.40 | $0.06 | 131K | 98.12% |
Supported parameters
- frequency_penalty
- include_reasoning
- logit_bias
- logprobs
- max_tokens
- min_p
- presence_penalty
- reasoning
- repetition_penalty
- response_format
- seed
- stop
- structured_outputs
- temperature
- tool_choice
- tools
- top_k
- top_logprobs
- top_p
Live from OpenRouter, refreshed hourly. Scores from Artificial Analysis.
Key info
- Pricing
- Open source
- Category
- Models
- Best for
- Expert
- Made by
- MiniMax
- Weights
- Open
- Good for
- Agentic work over a long context