MiniMax: MiniMax M2.7
MiniMax M2.7 is a powerful language model capable of handling up to 204800 tokens of context and supports both reasoning and tools for practical application. It processes input in text format only, lacks structured output capabilities but excels in coding tasks with an impressive score of 86.8 on the AI Index Coding benchmark. For those seeking a balance between cost-effectiveness and functionality, MiniMax M2.7 should be considered. With pricing at $0.3 per million input tokens and $1.2 for outputs, it offers reasonable value despite its lower standing in agentic tasks (42.8 on the AI Index Agentic benchmark). Its robust performance in coding contexts makes it a strong choice for developers and coders who prioritize affordability over all-around capabilities.
Benchmark results
Independent, published benchmarks. Blended score 64.3 across 3 benchmarks, last refreshed 2026-08-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 64.1 |
| AI Index Coding | software engineering tasks | 86.8 |
| AI Index Agentic | multi-step tool-using tasks | 42.8 |
- Model ID
- minimax/minimax-m2.7
- Vendor
- minimax
- Released
- March 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 131,072 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- text only
- Audio
- no
- Moderated
- no
What it costs in practice
Computed from the current $0.30/M input and $1.20/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.21 |
| A month of a busy support chatbot | 5M in / 2M out | $3.90 |
Price & spec history
Tracked daily by PicksByModel since 2026-07-17.
| Date | Input /M | Output /M | Context |
|---|---|---|---|
| 2026-08-09 | $0.30 | $1.20 | 204,800 |
| 2026-08-05 | $0.27 | $1.08 | 204,800 |
| 2026-07-25 | $0.25 | $1.00 | 204,800 |
| 2026-07-24 | $0.30 | $1.20 | 204,800 |
| 2026-07-17 | $0.25 | $1.00 | 204,800 |
Category rankings
Where MiniMax: MiniMax M2.7 places across the 1 category it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #24 | Dataset AnnotationResearch · of 25 ranked | 142 |
Similar models
MiniMax: MiniMax M2.1
MiniMax: MiniMax M2.5
MiniMax: MiniMax M2
MiniMax: MiniMax M3
MiniMax: MiniMax M3 (batch)
MiniMax: MiniMax M1
Quick answers
- How much does MiniMax: MiniMax M2.7 cost?
- $0.30 per million input tokens and $1.20 per million output tokens.
- What is MiniMax: MiniMax M2.7's context window?
- 204,800 tokens, roughly 307 pages of text in a single request.
- Does MiniMax: MiniMax M2.7 support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can MiniMax: MiniMax M2.7 process images?
- No, it is text-only on the input side.