Primary use stated or inferred cautiously from official documentation.
MM
MINIMAX / MiniMax-M2.7
MiniMax M2.7
Agents, coding, and open deployment at low cost.
01 / SUMMARY
The essential
Maximum input capacity when published by the source.
Documented maximum generation limit.
Verified availability channels.
Primary functional family and verified specialties.
Declared terms for API access, model weights, or self-hosting.
02 / TECHNICAL SHEET
Limits and integration
| API ID | MiniMax-M2.7 |
|---|---|
| Model type | Text and reasoning |
| Access model | Paid proprietary |
| License | Proprietary |
| Deployment | Hosted API |
| Release | 18 MAR 2026 |
| Knowledge cutoff | Not published |
| Entrance | Text |
| Exit | Text |
| Context window | 204.800 tokens |
| maximum output | Not published |
| Reasoning | Interleaved thinking |
| Published tools | Features · Skills · Tool search |
| Structured Outings | Supported |
| Batch processing | Not published |
| Prompt cache | Supported |
| Fine-tuning | Not published |
| Verified platforms | MiniMax API · MiniMax Agent |
Agents, coding, and open deployment at low cost.
Execution conditions vary across benchmarks; do not compare the number alone.
03 / CAPABILITIES
What it can do
Orientation
Agents, coding, and open deployment at low cost.
Context
204.800 tokens · Not published
Tools and integration
Features · Skills · Tool search
Access
MiniMax API · OpenAI- and Anthropic-compatible API
Input modalities
Text
04 / PRICES
Documented cost
| Concept | Worth | Unit/condition |
|---|---|---|
| Standard input | 0,30 USD / 1 M tokens | Standard API rate |
| Cached input | 0,06 USD / 1 M tokens | Reading reused prefixes |
| Cache write or storage | 0.375 USD / 1 M tokens | The condition varies by provider |
| Standard output | 1,20 USD / 1 M tokens | May include reasoning tokens |
| Batch input | Not published | Asynchronous processing |
| Batch output | Not published | Asynchronous processing |
Consult the primary source before budgeting for a deployment.
i Prices change and may depend on level, region or context length. Check the source before making a decision.
05 / EVALUATIONS
How to read the results
“
A public benchmark provides guidance, but does not replace an evaluation with your data, tools, budget, and error tolerance.
| Benchmark | Result | Metric | Source |
|---|---|---|---|
| SWE-Pro | 56,22 % | Accuracy | View source ↗ |
| Terminal-Bench 2 | 57,0 % | Accuracy | View source ↗ |
| GDPval-AA | 1.495 | Elo | View source ↗ |
Inferama only highlights a “best result” when the metric, test set, configuration, and date allow for an equivalent comparison. The supplier's figures are presented as claims from its own source.
06 / VERSIONS
Chronology
MiniMax M2.7
Version added to Inferama's verified catalog.
07 / SOURCES