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UI-TARS-1.5 is a multimodal vision-language agent optimized for GUI-based environments, including desktop interfaces, web browsers, mobile systems, and games. Built by ByteDance, it builds upon the UI-TARS framework with reinforcement learning-based reasoning, enabling robust action planning and execution across virtual interfaces. This model achieves state-of-the-art results on a range of interactive and grounding benchmarks, including OSworld, WebVoyager, AndroidWorld, and ScreenSpot. It also demonstrates perfect task completion across diverse Poki games and outperforms prior models in Minecraft agent tasks. UI-TARS-1.5 supports thought decomposition during inference and shows strong scaling across variants, with the 1.5 version notably exceeding the performance of earlier 72B and 7B checkpoints.
Price/1M
$0.13
244th cheapest
60% below median
Top 36%
Context Window
128K
225th largest
Top 75%
Input
$0.10
per 1M tokens
Output
$0.20
per 1M tokens
Blended
$0.13
per 1M tokens
Cheaper than 64% of models. Median price is $0.31/1M tokens.
Daily
$0.13
Monthly
$3.75
Context Window
128K
tokens
Larger than 25% of models
Max Output
2K
tokens
2% of context
Context Window Comparison