MiniMax

MiniMax

minimax-m2.5

MiniMax M2.5

Multimodal flagship for text, images, and agent-style reasoning with very good coding scores.

SWE-Bench 80.2%Public model detailMoE Transformer

Params

229B MoE

Context

192K

Max Output

64K

License

Modified MIT

TTFT

160ms

Throughput

120 tok/s

Why pick it

  • Multimodal by default
  • Well suited to product copilots and advisors

Pricing

TierStandardCachedSiliconFlowSavings
Realtime$0.10 / $0.40$0.035$0.30 / $1.2067%
Batch$0.05 / $0.20$0.035$0.30 / $1.2067%

Quick start

OpenAI-compatible surface. Swap the base URL and ship.

Python
from openai import OpenAI

client = OpenAI(
    base_url="https://api.luminapath.tech/v1",
    api_key="BATCHIN_API_KEY"
)

resp = client.chat.completions.create(
    model="minimax-m2.5",
    messages=[{"role": "user", "content": "Summarize why this model is a fit for my workload."}]
)

print(resp.choices[0].message.content)
JavaScript
import OpenAI from "openai";

const client = new OpenAI({
  baseURL: "https://api.luminapath.tech/v1",
  apiKey: process.env.BATCHIN_API_KEY,
});

const resp = await client.chat.completions.create({
  model: "minimax-m2.5",
  messages: [{ role: "user", content: "Summarize why this model is a fit for my workload." }],
});

console.log(resp.choices[0]?.message?.content);
cURL
curl https://api.luminapath.tech/v1/chat/completions \
  -H "Authorization: Bearer $BATCHIN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "minimax-m2.5",
    "messages": [{"role":"user","content":"Summarize why this model is a fit for my workload."}]
  }'

Specs

Architecture

MoE Transformer

Vendor group

MiniMax

Context window

192K

Max output

64K

Best for

multimodal
vision
agent

Related models

Back to model center
MS

Moonshot

kimi-k2.5

Kimi K2.5

Moonshot’s multimodal agent model for long-context planning, browsing, and product workflows.

View detail
Qwen

Alibaba

qwen3-vl-32b

Qwen3-VL-32B

Vision-capable Qwen model for document understanding, multimodal chat, and image-grounded workflows.

View detail
Z.ai

Z.ai

glm-5.1

GLM-5.1

Open-source coding flagship built for long-horizon autonomous engineering and deep reasoning.

View detail
Z.ai

Z.ai

glm-5

GLM-5

Lower-cost GLM route for production reasoning, agents, and long-context workflows.

View detail