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MiniMax M2.7

minimax/minimax-m2.7

MiniMax-M2.7 is a MiniMax M2-series language model that MiniMax describes as its first model to take part in its own development, building agent harnesses, skills and memory for reinforcement learning experiments. It is positioned for end-to-end software engineering including log analysis, bug troubleshooting and code security, high-fidelity editing in Excel, PowerPoint and Word, and character-consistent interaction. A faster highspeed variant exists, and MiniMax-M3 adds multimodality and longer context.

Use in agentGet API key
Input price
$0.30USD / 1M tokens
Output price
$1.20USD / 1M tokens
Context window
204.8K
Max output
131.1K
Production route

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Playground

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Input⌘ / Ctrl + Enter

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204.8K context131.1K max output
Input$0.30/MOutput$1.20/MCache read$0.06/M
OutputReady

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Model card

Specifications

Pricing

Input
$0.30 / 1M tokens
Output
$1.20 / 1M tokens
Cache read
$0.06 / 1M tokens

Context & modalities

Context window
204,800 tokens
Max output
131,072 tokens
Input
Text
Output
Text

Capabilities

Chat
Supported
Vision
Not supported
Reasoning
Supported
Structured output
Supported
Function calling
Supported
Audio input
Not supported

Access

Provider
MiniMax
Model ID
minimax/minimax-m2.7
Execution
sync
Base URL
https://api.sandbase.ai
API
Chat Completions API
Endpoint
/v1/chat/completions

Independent evaluations

Benchmarks

Scores on standardized evaluations, compared with other models on SandBase.

Metrics sourced from Artificial Analysis · Intelligence Index v4.3

Artificial Analysis Intelligence Index: a composite of ten evaluations across reasoning, knowledge, math and coding. Higher is better. MiniMax M2.7 ranks #61 of 87 models on SandBase.
051015202523.7GPT-5.1-CodexOpenAI GPT-5.1-Codex: 23.723.5Kimi K2.5Moonshot AI Kimi K2.5: 23.523.0GPT-5OpenAI GPT-5: 23.022.8Claude Opus 4.1Anthropic Claude Opus 4.1: 22.822.8MiniMax M2.5MiniMax MiniMax M2.5: 22.822.8MiniMax M2.7MiniMax MiniMax M2.7: 22.822.2Gemini 3.5 Flash LiteGoogle Gemini 3.5 Flash Lite: 22.221.5DeepSeek V3.2DeepSeek DeepSeek V3.2: 21.521.4Qwen3.6 27BAlibaba Qwen3.6 27B: 21.420.7Claude Sonnet 4.5Anthropic Claude Sonnet 4.5: 20.7

Start building

Send your first request

OpenAI-compatible endpoint with unified authentication and usage tracking.

Production API
Chat Completions API endpoint
https://api.sandbase.ai/v1/chat/completions
Model ID
minimax/minimax-m2.7
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
  -X POST "https://api.sandbase.ai/v1/chat/completions" \
  -H "Authorization: Bearer $SANDBASE_API_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'SANDBASE_JSON'
{
  "model": "minimax/minimax-m2.7",
  "messages": [
    {
      "role": "user",
      "content": "Hello"
    }
  ],
  "max_tokens": 2048
}
SANDBASE_JSON
)
printf '%s\n' "$result"

Choose your model

Compare models

All language models
ModelContextInput / 1MOutput / 1MReleased
MiniMax M2.7This model
MiniMax		200K$0.30$1.20Mar 18, 2026
MiniMax M3
MiniMax		1M$0.30$1.20May 31, 2026
MiniMax M2.5
MiniMax		200K$0.30$1.20Feb 12, 2026

Questions

FAQ

How do I call MiniMax M2.7 through SandBase?

Create a SandBase API key, then send requests with the model ID "minimax/minimax-m2.7" to Chat Completions API (/v1/chat/completions) at https://api.sandbase.ai. The request examples on this page show the exact payload.

How much does MiniMax M2.7 cost?

$0.30 per 1M input tokens and $1.20 per 1M output tokens, billed per request from your SandBase balance. Discounts, when available, are shown in the pricing on this page.

What is the context window of MiniMax M2.7?

204.8K tokens of context, with up to 131.1K output tokens per response.

How does MiniMax M2.7 score on benchmarks?

MiniMax M2.7 scores 22.8 on the Artificial Analysis Intelligence Index (v4.3), ranking #61 of 87 models on SandBase; Coding Index 52.6, Agentic Index 15.3. Source: Artificial Analysis, measured as MiniMax-M2.7.

Which features does MiniMax M2.7 support?

MiniMax M2.7 supports reasoning, function calling, structured output. See Specifications above for the full list.

Do I need a separate MiniMax account?

No. One SandBase API key and balance gives you access to MiniMax M2.7 and the other models in the catalog; you do not need to sign up with MiniMax separately.