H Company's Holo3.1 Hits 74.2% on Desktop Computer-Use Tasks, Running Locally at 140ms
H Company released Holo3.1, an open-weight computer-use agent achieving a 74.2% success rate on the OSWorld benchmark, up from 68.1% in the prior version, running locally at 140ms per step on 12GB GPUs. Available in sizes from 0.8B to 35B-A3B, it makes local, private computer-use deployment practical across a wide range of hardware.
Why it matters
💻 Developer · Running on a 12GB GPU at 140ms per step is a genuinely deployable spec for local computer-use automation — worth trying if you've been waiting for a self-hostable option in this category.
📦 Product · Private, local computer-use automation at usable latency opens product possibilities for any workflow-automation feature that can't send screen data to a cloud API.
🎨 Design · No direct design impact — this is a backend automation model.
📈 Business · A self-hostable computer-use agent removes a real data-privacy blocker for enterprise automation use cases involving sensitive on-screen data.
🤔 Just Curious · A company released an AI that can operate a computer desktop on its own — clicking, typing, navigating — and it runs entirely on your own machine instead of needing a connection to a cloud AI service.
Sources: H Company: Holo3.1