InvisibleBench — leaderboard
InvisibleBench evaluates caregiver-support AI systems for relational harms, fail-closed safety and compliance gates, communication quality, coordination, and boundary integrity.
Metric: Hard Fail Rate (self-reported). Source: benchmarklist.com. Status: saturation imminent. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 10.5 |
| 2 | Qwen 3.5 35B A3B | 10.5 |
| 3 | Gemini 3 Flash (Preview) | 8.8 |
| 4 | GPT-OSS-120B | 5.3 |
| 5 | GLM-5 | 5.3 |
| 6 | Qwen 3.5 397B A17B | 5.3 |
| 7 | Claude Sonnet 4.5 | 3.5 |
| 8 | Grok 4.1 Fast | 3.5 |
| 9 | MiniMax-M2.5 | 1.8 |
| 10 | GPT-5 Mini | 0 |
Interactive version: theaggregate.ai/benchmark?slug=invisiblebench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.