INS-ActBench - Economics and Finance: leaderboard

Metric: Accuracy (%) on the 2,025 economics and finance knowledge questions; 12,050 questions from the exams of 16 actuarial associations; knowledge and case questions two-shot, practice tasks zero-shot; proprietary models with thinking enabled at high where supported. Source: arxiv.org. Saturation forecast: Around December 2026. 9 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)95.4
2GPT-5.5 (High)95.4
3DeepSeek V4 Pro (High)93.1
4Qwen 3.6 Plus90.7
5Claude Opus 4.7 (High)85.5
6Kimi K2.675.8
7Qwen 3 14B44.3
8Qwen 3.5 35B A3B43.5
9Gemma 3 12B (IT)42

Interactive version: theaggregate.ai/benchmark?slug=ins-actbench-economics-and-finance · How It Works · Data refreshed daily, snapshot 2026-09-29.