What is MiniMax M2.5 Highspeed API?
MiniMax-M2.5 Highspeed is a low-latency, high-throughput version of MiniMax-M2.5 optimized for real-time applications.
Technical Specifications
- Supported inputs: Image, Text
- Output: Text
- Context window: 204,800 tokens / Max output: 204,800 tokens
- Endpoint: /chat/completions
Performance Benchmarks
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MiniMax M2.5 Highspeed API Pricing
- Input: $0.78 / 1M tokens
- Output: $3.12 / 1M tokens
Where to Use MiniMax M2.5 Highspeed
Coding and code review
Generate, debug, and review code across languages, reading whole files or repos in a single prompt.
Agentic and multi-step workflows
Reliable tool-calling and instruction-following suit agent loops that plan, call tools, and iterate.
Long-document analysis
Summarize and extract from contracts, papers, and reports without aggressive chunking.
Code Sample
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Measured on the AI/ML API gateway across live traffic. Figures are medians unless stated. Last updated 2026-10-12.
MiniMax M2.5 Highspeed is documented as suited for coding workflows, including code generation and refactoring.
It is also documented for agentic workflows and tool use, including complex agent tasks and API-integrated agent applications.
It is documented for search-related work, including search and browsing tasks.
It is documented for office productivity tasks, including work in Word, Excel, and PowerPoint and other general office scenarios.
import requests r = requests.post( "https://api.aimlapi.com/v1/chat/completions", headers={"Authorization": "Bearer " + AIMLAPI_KEY}, json={ "model": "minimax/m2-5-highspeed-20260218", "messages": [ { "role": "user", "content": "Hello!" } ] }, ) print(r.json())
const r = await fetch("https://api.aimlapi.com/v1/chat/completions", { method: "POST", headers: { Authorization: `Bearer ${process.env.AIMLAPI_KEY}`, "Content-Type": "application/json", }, body: JSON.stringify({ "model": "minimax/m2-5-highspeed-20260218", "messages": [ { "role": "user", "content": "Hello!" } ] }), }); console.log(await r.json());
curl -X POST https://api.aimlapi.com/v1/chat/completions \ -H "Authorization: Bearer $AIMLAPI_KEY" \ -H "Content-Type: application/json" \ -d '{"model":"minimax/m2-5-highspeed-20260218","messages":[{"role":"user","content":"Hello!"}]}'
OpenAI-compatible — swap the base URL and it works with your existing SDK.
| Type | Price |
|---|---|
| Input | |
| Output | |
| Cached input |
| Benchmark | Score | What it measures | Source | Retrieved |
|---|---|---|---|---|
| Humanity's Last Exam | 19.4% | Expert-level questions across many domains | Source | July 12, 2026 |
| AIME 2025 | 86.3% | Competition mathematics (AIME), 2025 | Source | July 12, 2026 |
| GPQA Diamond | 85.2% | Google-proof graduate science questions (hardest subset) | Source | July 12, 2026 |
| SWE-bench Verified | 80.2% | Resolving verified real GitHub issues | Source | July 12, 2026 |
| Model | Input | Output | Context | Best for |
|---|---|---|---|---|
MiniMax M2.5 Highspeed This page | Coding + agents | |||
| Reasoning + agents | ||||
| Balanced coding + agents | ||||
| Long-context, multimodal & agentic workflows | ||||
| Reasoning + agents |
MiniMax M2.5 Highspeed has a 204,800 tokens context window and can return up to 204,800 tokens.
MiniMax M2.5 Highspeed takes image, text as input and returns text.
Use minimax/m2-5-highspeed-20260218 as the model id. Requests go to https://api.aimlapi.com/v1/chat/completions.
MiniMax M2.5 Highspeed is priced at input $0.78 / 1M tokens, output $3.12 / 1M tokens, cached input $0.78 / 1M tokens.
Yes, MiniMax M2.5 Highspeed can stream responses as they are generated.
Yes, MiniMax M2.5 Highspeed accepts image input alongside text.
MiniMax M2.5 Highspeed was built by MiniMax.