KIDBench (Implicit Cue) - Benign Information Seeking: 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 Benign Information Seeking 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 | DeepSeek V4 Flash | 4.71 |
| 2 | Gemma 4 31B (IT) | 4.56 |
| 3 | Gemma 3 12B | 4.54 |
| 4 | Qwen 3.5 4B | 4.46 |
| 5 | Claude Haiku 4.5 | 4.4 |
| 6 | Qwen 3.6 27B | 4.4 |
| 7 | Llama 3.3 70B Instruct | 4.37 |
| 8 | Gemini 3.1 Flash Lite | 4.32 |
| 9 | Qwen 3 8B | 4.3 |
| 10 | GPT-5 Mini | 4.03 |
| 11 | Gemma 3 4B | 4 |
| 12 | Llama 3.1 8B Instruct | 3.96 |
Interactive version: theaggregate.ai/benchmark?slug=kidbench-implicit-cue-benign-information-seeking · How It Works · Data refreshed daily, snapshot 2026-10-07.