MiniMax: MiniMax M2.7
The MiniMax M2.7 is a language model designed for text input and output. It can handle contexts of up to 204,800 tokens and supports up to 131,072 completion tokens. The model also enables the use of tools and reasoning capabilities. At $0.3 per million input tokens and $1.2 per million output tokens, the MiniMax M2.7 may be a suitable choice for those looking for a balance between performance and cost. With a blended benchmark score of 39.2 across one independent benchmark, it falls within a reasonable range of capabilities. However, its limitations in structured output and pricing standing make it less competitive than other models with more comprehensive feature sets and lower prices.
Benchmark results
Independent, published benchmarks. Blended score 65.2 across 3 benchmarks, last refreshed 2026-11-08. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 62.9 |
| AI Index Coding | software engineering tasks | 86.8 |
| AI Index Agentic | multi-step tool-using tasks | 42.2 |
- Model ID
- minimax/minimax-m2.7
- Vendor
- minimax
- Released
- March 2026
- Tokenizer
- Other
- Input Modalities
- text
- Output Modalities
- text
- Max Output
- 176,947 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 $0.21/M input and $0.84/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | under $0.01 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.15 |
| A month of a busy support chatbot | 5M in / 2M out | $2.73 |
Price & spec history
Tracked daily by PicksByModel since 2026-07-17.
| Date | Input /M | Output /M | Context |
|---|---|---|---|
| 2026-11-06 | $0.21 | $0.84 | 204,800 |
| 2026-10-13 | $0.30 | $1.20 | 204,800 |
| 2026-09-29 | $0.21 | $0.84 | 204,800 |
| 2026-09-28 | $0.30 | $1.20 | 204,800 |
| 2026-09-27 | $0.21 | $0.84 | 204,800 |
| 2026-08-25 | $0.30 | $1.20 | 204,800 |
| 2026-08-24 | $0.24 | $0.96 | 204,800 |
| 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 8 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #17 | Bulk Data LabelingData · of 25 ranked | 133 |
| #19 | Customer SupportBusiness · of 25 ranked | 132 |
| #20 | JSON ExtractionData · of 25 ranked | 145 |
| #20 | Dataset AnnotationResearch · of 25 ranked | 142 |
| #22 | Short-Form SummarizationWriting · of 25 ranked | 129 |
| #22 | Chat CompanionPersonal · of 25 ranked | 129 |
| #24 | Email DraftingWriting · of 25 ranked | 125 |
| #24 | Language LearningEducation · of 25 ranked | 125 |
Similar models
MiniMax: MiniMax M2.5
MiniMax: MiniMax M3.1 Flash
MiniMax: MiniMax M3
MiniMax: MiniMax M3 (batch)
MiniMax: MiniMax M1
Quick answers
- How much does MiniMax: MiniMax M2.7 cost?
- $0.21 per million input tokens and $0.84 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.