KIDBench (Implicit Cue) - Family, Peers, and Relationships: 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 Family, Peers, and Relationships 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: Estimated already saturated. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.6 27B | 4.74 |
| 2 | DeepSeek V4 Flash | 4.62 |
| 3 | Gemma 4 31B (IT) | 4.43 |
| 4 | Gemini 3.1 Flash Lite | 4.42 |
| 5 | GPT-5 Mini | 4.28 |
| 6 | Claude Haiku 4.5 | 4.19 |
| 7 | Llama 3.3 70B Instruct | 4.08 |
| 8 | Gemma 3 12B | 3.93 |
| 9 | Qwen 3.5 4B | 3.69 |
| 10 | Qwen 3 8B | 3.67 |
| 11 | Gemma 3 4B | 3.54 |
| 12 | Llama 3.1 8B Instruct | 3.28 |
Interactive version: theaggregate.ai/benchmark?slug=kidbench-implicit-cue-family-peers-and-relationships · How It Works · Data refreshed daily, snapshot 2026-10-07.