KIDBench (No Cue) - Online Safety and Privacy: 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 Online Safety and Privacy prompts of KIDBench for children aged 7 to 11, single-turn, no-cue prompts (no sign that the user is a child); higher is better. Source: arxiv.org. Saturation forecast: Around 2032. 13 models tracked.

Top models

#ModelScore
1DeepSeek V4 Flash3.18
2Llama 3.3 70B Instruct3.12
3Gemini 3.1 Flash Lite3.03
4Claude Haiku 4.52.99
5Llama 3.1 8B Instruct2.78
6Gemma 3 12B2.78
7Qwen 3 8B2.76
8Gemma 4 31B (IT)2.72
9Qwen 3.5 4B2.72
10Qwen 3.6 27B2.71
11GPT-5 Mini2.66
12Gemma 3 4B2.58

Interactive version: theaggregate.ai/benchmark?slug=kidbench-no-cue-online-safety-and-privacy · How It Works · Data refreshed daily, snapshot 2026-10-07.