FinEval - Financial Security Knowledge: leaderboard

FinEval's financial security section: 1,640 proprietary questions on application, cryptographic, memory, network, system, software and web security, malware analysis, penetration testing, reverse engineering and vulnerability detection in financial settings. Scored as accuracy (%) under zero-shot prompting; higher is better.

Metric: Accuracy (%, zero-shot). Source: github.com. Saturation forecast: Estimated already saturated. 19 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o81.8#741
2Qwen 2.5 72B Instruct81.8#1093
3GPT-4o Mini79.1#1627
4Claude 3.5 Sonnet78.1#747
5Gemini 1.5 Pro77.8#1053
6Gemini 1.5 Flash77.5#1671
7Yi 1.5 34B Chat76#2513
8internlm2.5-20B-chat74.1#2563
9GLM-4 9B Chat73.1#2782
10internlm2-chat-20B73.1#2896
11Qwen 2.5 7B Instruct71.7#2583
12Yi-1.5-9B Chat71.4#4060
13Baichuan2-13B-Chat61.6#6615
14chatglm3-6B48.2#8269

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=fineval-financial-security-knowledge · How It Works · Data refreshed daily, snapshot 2026-11-12.