Minimax

MiniMax-M2.7-highspeed

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minimax/MiniMax-M2.7-highspeed

ChatVisionFilesToolsSystem prompt

Use this model

Context

205K

Max output

128K

Input / 1M

$0.60

Output / 1M

$2.40

Cached / 1M

$0.06

Cutoff

unknown

About this model

MiniMax-M2.7-highspeed is a high-throughput accelerated variant of M2.7, delivering ~100 tokens/sec for vision-capable agentic workloads.

Best suited for

High-throughput agentic workflows
Vision-capable tasks requiring fast responses
Coding and software engineering
Professional assistant tasks
Long-context conversations (200K+ tokens)

Capabilities

Vision

Accepts images alongside text in the same message.

Files

Accepts file attachments — PDFs, transcripts, spreadsheets.

Tools

Native function calling, so agents can invoke your endpoints.

System prompt

Honours a dedicated system role, separate from the user turn.

Supported parameters

max_tokensMax Tokens Limit

Specifies the maximum number of text units (tokens) allowed in a response, limiting its length.

tools

Lists tool definitions or capabilities available to the model.

tool_choice

Decides whether to use tools or just the model for generating responses.

response_type

Defines the format or type of the generated response.

parallel_tool_calls

Enables parallel execution of tools, allowing multiple tools to run simultaneously.

stream

Sends the response in real-time as it's being generated.

service_tierService tier (priority is ~1.5x price)

Use this model

OpenAI-SDK compatible, with gateway fallback and routing across providers.

Other Minimax models

Model	Context	Max output	Input	Output	Capabilities
MiniMax-M3.1-Flash Chat	1M	524K	$0.15	$0.60	Vision, Files, Tools, System prompt
MiniMax-M3 Chat	1M	524K	$0.30	$1.20	Vision, Files, Tools, System prompt
MiniMax-M2.7 Chat	205K	128K	$0.30	$1.20	Vision, Files, Tools, System prompt
minimax-m3 Chat	1M	524K	$0.30	$1.20	Vision, Files, Tools, System prompt, Reasoning
MiniMax-M2 Chat	205K	128K	$0.30	$1.20	Files, Tools, System prompt
minimax-m2.1-highspeed Chat	205K	128K	$0.60	$2.40	Files, Tools, System prompt
minimax-m2.1 Chat	205K	128K	$0.30	$1.20	Files, Tools, System prompt
minimax-m2.5-highspeed Chat	205K	128K	$0.60	$2.40	Files, Tools, System prompt
minimax-m2.5 Chat	205K	128K	$0.30	$1.20	Files, Tools, System prompt

Pricing & provider details

Minimax

minimax/MiniMax-M2.7-highspeed

Input · per 1M: $0.60
Output · per 1M: $2.40
Cached input · per 1M: $0.06
Context window: 204,800 tokens
Max output: 128,000 tokens
Knowledge cutoff: unknown
Auto-router: Supported

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