Success rate (pass@1) · higher is better · scale 0–100%
+2 more in the full table
AndroidWorld
This run didn’t need a flagship closed model as its actor. Lusor’s production agent, with open-weight DeepSeek V4.1 Flash choosing every action, passed all 116 tasks on Mobilerun’s grader and 114 on Google’s unmodified one, a median 5.2× faster than Mobilerun’s published per-task times. The tasks are Google Research’s 116, in real Android apps, graded by the benchmark’s own code.
- Mobilerun’s grader
- 116/116
- faster, median per task
- 5.2×
- for all 116 tasks
- $2.95