Model introduction
MiniMax M2.7 is a mature M2-series model for reasoning, coding, and agents, with a high-speed serving variant.
Model capabilities
Specifications come from the cited model material. Catalog tags help identify access features; use the source documentation for exact limits.
Verified specifications
- Official positioning
- Reasoning, coding, and agent model
- Input / output
- Text / Text
- Serving variants
- Standard and highspeed
Sources: B.AI MiniMax M2.7 model guide
Model pricing and access
Prices are read directly from the MoleAPI console catalog and shown by current billing group and context tier.
Your final charge follows the account group shown in the console.
Live pricing source
Pricing table
USD / 1M tokensStandardx1defaultInput $0.608 · Output $2.432
Input
$0.608 / 1M tokens
Output
$2.432 / 1M tokens
Cache read
$0.06 / 1M tokens
Discountx0.8discountInput $0.4864 · Output $1.9456
Input
$0.4864 / 1M tokens
Output
$1.9456 / 1M tokens
Cache read
$0.048 / 1M tokens
Relayx0.3relayInput $0.1824 · Output $0.7296
Input
$0.1824 / 1M tokens
Output
$0.7296 / 1M tokens
Cache read
$0.018 / 1M tokens
Access protocols
Available billing groups: Standard, Discount, Relay
- openai
- POST
- /v1/chat/completions
- openai-response
- POST
- /v1/responses
- anthropic
- POST
- /v1/messages
- gemini
- POST
- /v1beta/models/{model}:generateContent
About MiniMax-M2.7-highspeed
This introduction is transcreated for clarity and cross-checked against the cited model material.
MiniMax M2.7 is a mature M2-series model for reasoning, coding, and agents, with a high-speed serving variant.
Core strengths
- Covers reasoning, coding, and agentic tool tasks.
- The high-speed variant suits latency-sensitive workflows.
- Mature behavior helps preserve existing prompts and evaluation baselines.
Limitations
- MiniMax M3 is the newer choice for million-token context and office agents.
- Latency and availability vary by serving profile and platform.
Selection and production evaluation
Start a MiniMax-M2.7-highspeed evaluation by mapping its official positioning to real work: General coding assistance, business analysis, tools, and production applications pinned to M2-series behavior. The first pass should exercise both its main strength, "Covers reasoning, coding, and agentic tool tasks.", and its known limitation, "MiniMax M3 is the newer choice for million-token context and office agents.", instead of relying on a single subjective general-chat comparison.
For access, MoleAPI currently lists openai, openai-response, anthropic, gemini protocols and the Standard, Discount, Relay billing groups for this MiniMax model; the default price summary is Input $0.608 / 1M tokens · Output $2.432 / 1M tokens. Pricing, protocols, and groups come from the live catalog, so production planning should still price representative requests using real context length, output size, and cache-hit assumptions.
No independent ranking is shown unless it matches this exact model ID and reasoning profile, so nearby variants are not used as a proxy. Before launch, pin the model ID, prompt, and sample set, then compare task accuracy, structured-output validity, tool-call success, and timeout rates under the same conditions.
The model material on this page was last checked on 2026-07-24. When upstream model cards, context limits, or tool support change, update the cited bilingual facts before changing the recommendation; live MoleAPI price changes remain separate and update from the catalog automatically.
Code examples
These examples use MoleAPI's Responses API endpoint and run after you replace the API key.
curl https://api.moleapi.com/v1/responses \
-H "Authorization: Bearer $MOLEAPI_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "MiniMax-M2.7-highspeed",
"input": "Explain this problem step by step."
}'Frequently asked questions
How is MiniMax-M2.7-highspeed priced?
This page reads prices from the MoleAPI console API and updates with model prices, context tiers, and account groups.
How can I access MiniMax-M2.7-highspeed?
Protocols and endpoints come from the supported_endpoint_types field in the MoleAPI model catalog.
How do I switch an existing project to MiniMax-M2.7-highspeed?
Keep the MoleAPI API address and key, replace the model parameter with the model ID on this page, then check protocol-specific parameter differences.
Where do the MiniMax-M2.7-highspeed model details come from?
Capabilities and limitations are checked against B.AI and the other cited pages. Pricing and available protocols come only from the MoleAPI console.