KIDBench (No 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, no-cue prompts (no sign that the user is a child); higher is better. Source: arxiv.org. Saturation forecast: Around 2030. 13 models tracked.

Top models

#ModelScore
1DeepSeek V4 Flash3.59
2Llama 3.3 70B Instruct3.54
3Qwen 3.6 27B3.36
4Claude Haiku 4.53.34
5Gemini 3.1 Flash Lite3.13
6Qwen 3 8B3.12
7Llama 3.1 8B Instruct3.1
8Gemma 4 31B (IT)3.03
9GPT-5 Mini3.01
10Gemma 3 12B2.92
11Qwen 3.5 4B2.83
12Gemma 3 4B2.73

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