FinEval - Financial Academic Knowledge (Zero-shot CoT): leaderboard

FinEval's financial academic knowledge section: Chinese multiple-choice questions on finance, economics, accounting and professional certificate exams. Scored as accuracy (%), averaged over subjects, under zero-shot chain-of-thought prompting; higher is better.

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

Top models

#ModelScoreOverall rank
1Qwen 2.5 72B Instruct76.5#1093
2Claude 3.5 Sonnet74.4#747
3GPT-4o72.1#741
4Qwen 2.5 7B Instruct69.7#2583
5Gemini 1.5 Pro68.9#1053
6internlm2.5-20B-chat67.3#2563
7GLM-4 9B Chat66.6#2782
8Yi 1.5 34B Chat65#2513
9Yi-1.5-9B Chat62.7#4060
10GPT-4o Mini61.9#1627
11Gemini 1.5 Flash61.2#1671
12internlm2-chat-20B60.3#2896
13Baichuan2-13B-Chat47.7#6615
14chatglm3-6B44.3#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-academic-knowledge-zero-shot-cot · How It Works · Data refreshed daily, snapshot 2026-11-12.