FailBench - Macro Sim: leaderboard
Metric: Balanced Accuracy (%). Source: arxiv.org. Saturation forecast: Around December 2026. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 77 |
| 2 | Gemma 4 31B (IT) | 76 |
| 3 | Qwen 3 VL 8B (Thinking) | 75 |
| 4 | Qwen 3 VL 4B (Thinking) | 71 |
| 5 | GPT-4o | 68 |
Interactive version: theaggregate.ai/benchmark?slug=failbench-macro-sim · How It Works · Data refreshed daily, snapshot 2026-09-24.