AI Recommendation
Should you use MiniMax-M2.7?
MiniMax-M2.7 is listed for chat workloads and supports a 128K context window.
Use it when SambaNova's free tier is enough for evaluation, demos, or light production traffic.
MiniMax-M2.7 Free API on SambaNova
Free API Available from SambaNova
Open MiniMax flagship for coding agents, office automation, and complex environments
Free APIOpenAI compatibleReasoningTool callingJSON modeTextReasoning
API Details
Copy-ready connection details
Base URL
https://api.sambanova.ai/v1 Model ID
minimax-m2-7 API format OpenAI Chat Completions
Technical Details
MiniMax-M2.7 specifications
Context window 128K
Max output 192K
Status Online
Family minimax
Released Mar 18, 2026
Last updated Aug 6, 2026
Free listing since Mar 18, 2026
Input text
Output text
Capabilities reasoning, tool calling, structured output, temperature control
Open weights Yes
Weights Hugging Face
External benchmark references
| Benchmark | Score | Metric | Date |
|---|---|---|---|
| SWE-Bench Verified | 79.9 | resolved | 2026-06-01 |
| SWE-Bench Pro | 56.2 | resolve rate | 2026-06-01 |
| Terminal-Bench | 51.1 | success rate | 2026-06-01 |
Best for
- Chat
Strengths & Weaknesses
Strengths
- Long context window
- Reasoning mode listed
- Tool calling support
- Structured JSON output
Watch outs
- Free-tier rate limits apply
- Vision support is not listed
Benchmark Overview
Benchmark signals for MiniMax-M2.7
Intelligence General reasoning and instruction following
38.1/100 Coding Programming and code generation
52.6/100 Agentic Tool use and multi-step tasks
25.6/100 Speed Observed generation speed
75 tok/s Context Maximum listed context window
128K Pricing
MiniMax-M2.7 pricing per 1M tokens
Input $0.3 per 1M tokens
Output $1.2 per 1M tokens
Free access Available SambaNova
Rate limit 20 RPM, 20 RPD, 200K TPD provider policy
Availability
MiniMax-M2.7 availability by provider
We found 2 provider listings for minimax-m2-7. Check model ID, quota, pricing, and API format before switching providers.
| Provider | Model listing | Access | Context | API | Limits |
|---|---|---|---|---|---|
| | MiniMax-M2.7 | Free tier | 128K | Native | 20 RPM, 20 RPD, 200K TPD |
| | MiniMax-M2.7 | Free tier | 205K | Native | Varies |
Compare
MiniMax-M2.7 alternatives to consider
| Model | Provider | Context | Access |
|---|---|---|---|
| MiniMax-M2.7 | LLM7.io | 205K | Free tier |
| DeepSeek-V3.1 | SambaNova | 128K | Free tier |
| DeepSeek-V3.2 (Preview) | SambaNova | 128K | Free tier |
| gemma-4-31B-it (Preview) | SambaNova | 128K | Free tier |
Typical Use Cases
MiniMax-M2.7 use cases
Chat
MiniMax-M2.7 is tagged for chat in this catalog and works with OpenAI-compatible client libraries.
FAQ
MiniMax-M2.7 free API FAQ
Is MiniMax-M2.7 free to use?
MiniMax-M2.7 is listed with free API access on SambaNova, subject to the provider's quota and account policy.
What is the MiniMax-M2.7 model ID?
The model ID shown in this catalog is minimax-m2-7.
What are the MiniMax-M2.7 free tier rate limits on SambaNova?
The listed free tier limit is 20 RPM, 20 RPD, 200K TPD. Limits can change per account tier, so confirm against the provider dashboard.
What context window does MiniMax-M2.7 support?
The listed context window is 128K tokens with up to 192K output tokens.
More about MiniMax-M2.7
MiniMax-M2.7 — free model from SambaNova.
For API keys, setup steps, and provider-level limits, see the SambaNova provider page.