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ByteDance UI-TARS-desktop scores 61.6% on ScreenSpot Pro, leaving GPT-4o and Claude behind

ByteDance’s UI-TARS-desktop pulled 656 stars yesterday — sitting at 31.9k on GitHub, and everyone’s calling it the open-source answer to OpenAI’s Operator.

What it actually is: two pieces. Agent TARS, a multimodal agent stack you run in a terminal, browser, or embed in your product. And UI-TARS Desktop, a native app that hands your computer to the agent — looks at the screen, moves the mouse, types on the keyboard. No accessibility APIs. Pure vision plus action.

The numbers it beats

The underlying model UI-TARS-1.5-7B hits 61.6% on ScreenSpot Pro. Claude 3 gets 27.7%. GPT-4o gets 41.2%. On OSWorld: 24.6 vs Claude’s 22.0. AndroidWorld: 46.6 vs GPT-4o’s 34.5. A 7B model running locally is outperforming frontier closed models on the GUI task they were supposed to own.

Apache 2.0 and an SDK

This is the part that matters. Self-host, swap models, build the agent loop into your product via the SDK. No rate limit, no ToS, no per-action billing. ByteDance also ships a free Remote Computer Operator — click and the model drives a sandboxed machine.

A frontier GUI agent, open weights, from China. The “open-source Operator” is no longer just a meme.


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