Computer-use agentsImage + text

EvoCUA

Meituan's computer-control agent, trained on a large number of simulated tasks in desktop software. It outputs clicks and keyboard input.

Developer
Meituan, China
First release
Jan 2026
Latest release
Jan 2026
Sizes
8B – 32B
License
Commercial use allowedApache 2.0
Russian
Not supported
Ready-made builds
GGUF
Running
On your own serverNeeds a GPU
Industries
Documents and accounting, Software development
Deploy on your server Hugging Face GitHub

What it does

  • Working in office and legacy software without an API
  • Moving data between systems
  • Running test scenarios

Where it is used

Back office and accountingIT and testingOperations teams

Hardware requirements

LaptopLaptop or regular PC, up to 8 GB of VRAM — smaller versions
no versions
1 GPUOne GPU with 16–80 GB — mid-size versions
fits
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. EvoCUA-32B / 8B

How to run it

On your own serverWeights are downloaded from Hugging Face and served with vLLM (load and API) or llama.cpp (modest hardware). The model then runs in a closed network with no per-request fees.Hugging Face
How much hardware you needCalculate the VRAM for the model size, context length and number of concurrent requests.Open the hardware calculator

I can set this up end to end: pick the model size, deploy it on your server and connect it to your systems. Quantization compresses a model so it takes less video memory and runs on more modest hardware. Answers change slightly, so quality is checked on your own examples.

Frequently asked questions

Can EvoCUA be used in a commercial project?

Yes. License: Apache 2.0. It allows commercial use, but it is still worth having a lawyer review the license before launch.

What hardware does EvoCUA need?

At minimum: One GPU with 16–80 GB — mid-size versions. Without a GPU the model is not practical. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does EvoCUA support Russian?

No. The model card lists its languages and Russian is not among them.

Where can I download EvoCUA and what does it cost?

The EvoCUA weights are open and free to download. You only pay for the hardware it runs on and for the setup. Source links are at the bottom of this page.

How I deploy it for clients

  1. SelectionI pick the model size for your task and hardware and test it on your examples.
  2. DeploymentI deploy it on your server or in a closed network and provide an API.
  3. Fine-tuningI fine-tune it on your data (LoRA) or connect a knowledge base — whichever is cheaper for the task.
  4. IntegrationI connect it to your CRM, ERP, bot, website or team chat and set up monitoring.

Similar models

Computer-use agentsOpenCUA / Qwen-CUAXLANG Lab (University of Hong Kong) · ChinaCommercial use allowed

Fully open desktop agents: weights, data and training code. They work on Windows, macOS and Linux; the latest Qwen-CUA controls a computer with ordinary clicks and keystrokes.

DetailsComputer-use agentsUI-TARSByteDance Seed · ChinaCommercial use allowed

A model that looks at a screenshot and controls the mouse and keyboard itself: clicks, fills in fields, navigates menus. The first generation and 1.5-7B are open; UI-TARS-2 weights were not released.

Details

Source: huggingface.co/api/models?author=meituan&search=EvoCUA. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.