Name: Ling 3.0 Flash Fin
Author: InclusionAI

Ling 3.0 Flash Fin

InclusionAI

InclusionAI's finance-specialized Ling 3.0 Flash checkpoint for document synthesis and financial agent workflows, with thinking enabled by default.

Benchmark	Score
AA-AnalystAgent (pass@1)	40.8
AA-AnalystAgent (pass@5)	67.5
AA-AnalystAgent (pass^5)	16.3
AA-Briefcase Elo	967
AA-Briefcase v1.1 Elo	962
AA-LCR v1.1	73.7
AA-Omniscience Index	-14.6
APEX-Agents-AA (avg@3)	27.4
Artificial Analysis Intelligence Index v4.3	23.0
Artificial Analysis Intelligence Index v4.3.2	22.6
Artificial Analysis Omniscience Accuracy	17.9
Artificial Analysis Omniscience Hallucination Rate	39.5
Artificial Analysis Openness Index	44.4
AutomationBench-AA 1.0.6	7.4
Capability	149.2
CritPt (avg@5)	2.6
GDP.pdf (Artificial Analysis, All-pass)	5.4
GDP.pdf (Artificial Analysis, Mean Criteria)	52.0
GDPval-AA v2	1171
GDPval-AA v2.1	1093
Humanity's Last Exam (Text-Only)	22.6
SciCode 1.0.1 (Artificial Analysis)	42.4
Terminal-Bench 2.1	62.5
Terminal-Bench 4.0 (Artificial Analysis)	0.0
𝜏³-Banking	38.6