Qwen-UI-Agent — Technical Report<br>Skip to contentEN中文
Qwen-UI-Agent<br>Towards Next-Generation Real-World Centric Foundation GUI Agent<br>One agent that thinks, searches, and acts across mobile, desktop, and the web to complete real-world, long-horizon tasks.<br>MAI-UI Team ·Alibaba Token Hub<br>PDF Technical reportGitHub▶Watch demos
WHAT IT CAN DO
Built to complete real work across GUI interfaces.<br>01Mobile GUI Use 02Computer Use 03Computer GUI + CLI 04Browser Use 05Deep Research + GUI 06Proactive Service<br>INSTRUCTIONAirport ride with time and budget constraints Schedule a ride to Beijing Capital Airport T3 for tomorrow at 06:30. Choose the fastest option under CNY 100 and ask me before booking.
01Set route & time<br>02Apply budget<br>03Compare price & ETA<br>04Request approval
9:41<br>Set route & timeFlight MU5103 · 07:30 Current locationAirport Terminal 3<br>Tomorrow · 06:30<br>→9:41<br>Ride options · Budget ≤ CNY 100Standard · CNY 86 8 min pickup · fastest in budget✓<br>Comfort · CNY 99 12 min pickup · more space<br>Premium · CNY 128 5 min pickup · over budget
→9:41<br>✓Ready for approval Tomorrow 06:30 · Airport T3<br>Standard · CNY 86 · 8 minApprove CNY 86No booking before approval
MOBILE GUI USECAPABILITY 01<br>Mobile GUI Use<br>Optimized for everyday tasks in real-device mobile GUI use, the model navigates changing Android apps, accounts, content, and network conditions to search, compare, schedule, shop, and coordinate reliably.<br>←01 / 06→
PERFORMANCE
End-to-End GUI Tasks
Mobile GUI UseComputer UseBrowser Use<br>MOBILE GUI USEGUI-Only Success rate (%)
MobileWorld
907050<br>Scale 50–90<br>82.1
Qwen-UI-Agent Alibaba
73.2
Seed 2.1 Pro ByteDance Seed
70.1
GPT-5.6 Sol OpenAI
67.5
Claude Opus 4.8 Anthropic
62.3
Qwen 3.7 Plus Alibaba
58.1
Gemini 3.1 Pro Google
Qwen-UI-AgentClosed-source ModelOpen-weight Model
REAL-DEVICE MOBILE GUI USESuccess rate (%)Learn about this benchmark↗
MobileWorld-Real
10082.565<br>Scale 65–100<br>92.2
Qwen-UI-Agent Alibaba
88.7
Seed 2.1 Pro ByteDance Seed
86.2
Gemini 3.1 Pro Google
85.4
GPT-5.6 Sol OpenAI
84.7
Claude Opus 4.8 Anthropic
72.7
Qwen 3.7 Plus Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
REAL-DEVICE MOBILE GUI USESuccess rate (%)
AndroidDaily
10087.575<br>Scale 75–100<br>97.5
Qwen-UI-Agent Alibaba
95.2
Seed 2.1 Pro ByteDance Seed
93.8
Gemini 3.1 Pro Google
93.0
Claude Opus 4.8 Anthropic
92.6
GPT-5.6 Sol OpenAI
79.8
Qwen 3.7 Plus Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
COMPUTER USEBenchmark score (%)
OSWorld-Verified
9077.565<br>Scale 65–90<br>79.5
Qwen-UI-Agent Alibaba
83.4
Claude Opus 4.8 Anthropic
78.8
Seed 2.1 Pro ByteDance Seed
78.7
GPT-5.5 OpenAI
76.2
Gemini 3.1 Pro Google
73.3
Qwen 3.7 Plus Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
LONG-HORIZON COMPUTER USEPartial progress (%)
OSWorld-v2
60300<br>Scale 0–60<br>40.0
Qwen-UI-Agent Alibaba
54.8
Claude Opus 4.8 Anthropic
49.5
GPT-5.5 OpenAI
22.3
MiniMax M3 MiniMax
22.1
Kimi K2.6 Moonshot AI
21.5
Qwen 3.7 Plus Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
BROWSER USESuccess rate (%)
WebArena
806040<br>Scale 40–80<br>73.6
Qwen-UI-Agent Alibaba
71.9
Claude Opus 4.8 Anthropic
69.5
GPT-5.5 OpenAI
65.3
Gemini 3.1 Pro Google
59.0
Qwen 3.7 Plus Alibaba
48.4
GUI-Owl-1.5 Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
GUI Grounding
GUI GROUNDINGGrounding score (%)
ScreenSpot-Pro · No zoom
807060<br>Scale 60–80<br>76.6
Qwen-UI-Agent Alibaba
72.9
GUI-Owl-1.5 Alibaba
69.6
UI-Venus-1.5 Ant Group
68.9†
Qwen 3.7 Plus Alibaba
67.9
MAI-UI Alibaba
65.3†
Seed 2.1 Pro ByteDance Seed
Qwen-UI-AgentClosed-source ModelOpen-weight Model
GUI GROUNDINGGrounding score (%)
ScreenSpot-Pro · Zoom-in
857565<br>Scale 65–85<br>81.5
Qwen-UI-Agent Alibaba
80.7†
Seed 2.1 Pro ByteDance Seed
80.3
GUI-Owl-1.5 Alibaba
79.0†
Qwen 3.7 Plus Alibaba
74.8
UI-Venus-1.5 Ant Group
73.5
MAI-UI Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
GUI GROUNDINGGrounding score (%)
SS-V2
1009590<br>Scale 90–100<br>97.5
Qwen-UI-Agent Alibaba
96.6†
Seed 2.1 Pro ByteDance Seed
96.6†
Qwen 3.7 Plus Alibaba
96.5
MAI-UI Alibaba
96.2
UI-Venus-1.5 Ant Group
95.3
GUI-Owl-1.5 Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
GUI GROUNDINGGrounding score (%)
MM-GUI-L2
1009080<br>Scale 80–100<br>92.6
Qwen-UI-Agent Alibaba
91.3
MAI-UI Alibaba
90.9†
Seed 2.1 Pro ByteDance Seed
90.5†
Qwen 3.7 Plus Alibaba
88.6
UI-Venus-1.5 Ant Group
86.8
GUI-Owl-1.5 Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
GUI GROUNDINGGrounding score (%)
OSW-G-R
857565<br>Scale 65–85<br>78.5
Qwen-UI-Agent Alibaba
78.2†
Qwen 3.7 Plus Alibaba
78.0†
Seed 2.1 Pro ByteDance Seed
75.0
MAI-UI Alibaba
70.6
UI-Venus-1.5 Ant Group
69.7
GUI-Owl-1.5 Alibaba
Qwen-UI-AgentClosed-source ModelOpen-weight Model
GUI GROUNDINGGrounding score (%)
UI-Vision
806040<br>Scale 40–80<br>70.0
Qwen-UI-Agent Alibaba
68.0†
Qwen 3.7 Plus Alibaba
62.0†
Seed 2.1 Pro ByteDance Seed
54.7
UI-Venus-1.5...