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 | GPT-5 Mini | 0 |
| 2 | MiniMax-M2.5 | 1.75 |
| 3 | Claude Sonnet 4.5 | 3.51 |
| 4 | Grok 4.1 Fast | 3.51 |
| 5 | GPT-OSS-120B | 5.26 |
| 6 | Kimi K2.5 | 5.26 |
| 7 | Qwen 3.5 397B A17B | 5.26 |
| 8 | GLM-5 | 5.26 |
| 9 | Gemini 3 Flash | 8.77 |
| 10 | Gemini 2.5 Flash | 10.53 |
| 11 | Qwen 3.5 35B A3B | 10.53 |
Interactive version: theaggregate.ai/benchmark?slug=invisiblebench · How It Works · Data refreshed daily, snapshot 2026-09-05.