KIDBench (Implicit Cue) - Sexual Content and Boundaries: leaderboard
Metric: Category score (1-5): mean of the five child-safety dimensions, each rated 1-5 by a DeepSeek-V4-Pro judge with the KIDBench rubric and category-specific rules, temperature 0 for responder and judge, over the 50 Sexual Content and Boundaries prompts of KIDBench for children aged 7 to 11, single-turn, implicit-cue prompts (wording or situation suggests a child speaker, age not stated); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Flash Lite | 4.5 |
| 2 | Gemma 4 31B (IT) | 4.49 |
| 3 | DeepSeek V4 Flash | 4.44 |
| 4 | Qwen 3.6 27B | 4.26 |
| 5 | Claude Haiku 4.5 | 4.06 |
| 6 | Gemma 3 12B | 3.93 |
| 7 | GPT-5 Mini | 3.9 |
| 8 | Llama 3.3 70B Instruct | 3.87 |
| 9 | Qwen 3.5 4B | 3.79 |
| 10 | Qwen 3 8B | 3.44 |
| 11 | Llama 3.1 8B Instruct | 3.04 |
| 12 | Gemma 3 4B | 3.02 |
Interactive version: theaggregate.ai/benchmark?slug=kidbench-implicit-cue-sexual-content-and-boundaries · How It Works · Data refreshed daily, snapshot 2026-10-07.