ControBench - Abortion: leaderboard
Metric: Macro-F1 (%; 3-class user stance, one-shot prompting on a stratified 200-user sample). Source: arxiv.org. Saturation forecast: Around 2029. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V3 (0324) | 62.94 |
| 2 | Kimi K2 | 61 |
| 3 | DeepSeek R1 | 60.13 |
| 4 | Qwen 3 235B A22B | 60.02 |
| 5 | Qwen 3 235B A22B 2507 (Thinking) | 59.47 |
| 6 | GPT-4o Mini | 59.15 |
| 7 | Llama 3.1 8B Instruct | 54.58 |
Interactive version: theaggregate.ai/benchmark?slug=controbench-abortion · How It Works · Data refreshed daily, snapshot 2026-09-25.