The quick version:
Xiaomi launched MiMo Claw, a cloud AI agent that generates and edits Word, Excel, PowerPoint, and PDF files in one workflow.
It hit a 63.8% task pass rate on the ClawEval benchmark while using 40% to 60% fewer tokens than rival products.
Free users now get 4 hours of daily access, up from 1, with paid plans starting around $2.2 a month.
What launched
On Tuesday, Xiaomi’s large model team released MiMo Claw, a lightweight cloud-based AI agent powered by its flagship MiMo-V2.5-Pro model and built on the OpenClaw framework.
The pitch is simple: a personal AI agent that does real office work, not just chat. It is deeply tied into the Kingsoft Office ecosystem, so it can generate, preview, and edit documents across more than 95% of mainstream formats inside a single workflow, with no jumping between tools.
What it can do
MiMo Claw supports the MCP tool-calling standard and can run more than 1,000 consecutive tool calls in a single session, which is what lets it carry out long, multi-step jobs without stopping.
Xiaomi reports a 63.8% task pass rate on the ClawEval benchmark while cutting token use 40% to 60% versus peers, meaning similar results for less compute. Because it runs entirely in the cloud, there is no local setup or hardware load.
It works around the clock, resumes background tasks, fixes its own errors automatically, and handles several tasks in parallel. Here is the MiMo agent in action:
https://www.youtube.com/watch?v=UyR9oEKmSEU
The price play
The headline for everyday users is access. Xiaomi raised the daily single-session limit for free accounts from 1 hour to 4 hours and unlocked all core features at no charge, which covers most casual and basic office use.
For heavier users, subscriptions start at a limited-time promotional price of RMB 14.9, about $2.2, per month, with stackable TokenPlan tiers for more usage. One catch worth flagging: overseas subscriptions are not available yet, so access outside China is limited for now. This walkthrough shows the OpenClaw plus MiMo setup the product is built on:
https://www.youtube.com/watch?v=dxbmYk-nmgQ
Why it matters
This is another aggressive move in China’s AI price war. The MiMo-V2.5 models are open source under the permissive MIT license and free to download on Hugging Face, and API access runs about $1 per million input tokens, roughly one-sixth to one-seventh of leading Western models.
The team, led by former DeepSeek researcher Fuli Luo, sits inside Xiaomi’s plan to spend 60 billion yuan, around $8.7 billion, on AI over three years. For SaaS builders and operators, the signal is clear.
Capable agent tooling that handles full document workflows is getting cheap fast, and a lot of it is open and free to build on. The honest caveat is that the benchmark numbers are Xiaomi’s own, and the best test is still running it on your real work before trusting the figures.
Quick Links: