ElderBench - Offline: leaderboard
Metric: Task success rate (%; offline protocol: 119 tasks from older adults' naturally elicited instructions in 5 Android applications, replayed on task graphs merged from multiple human demonstration trajectories; success when the predicted action sequence reaches the graph's terminal state and the agent outputs finish (50-pixel click tolerance, fuzzy text match); at most 25 steps and 120 s per task). Source: arxiv.org. Saturation forecast: Around 2028. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 27.73 |
| 2 | Kimi K2.5 | 14.29 |
| 3 | GLM-4.6V | 11.76 |
| 4 | uitars-1.5-7B | 10.08 |
Interactive version: theaggregate.ai/benchmark?slug=elderbench-offline · How It Works · Data refreshed daily, snapshot 2026-09-26.