Name: Ling 3.0 Flash
Author: InclusionAI

Ling 3.0 Flash

InclusionAI

InclusionAI's MIT-licensed mixture-of-experts model with hybrid reasoning and agentic capabilities. Thinking is enabled by default and can be disabled per request.

Benchmark scores

Benchmark	Score
AA-Briefcase Elo	802
AA-Briefcase v1.1 Elo	796
AA-LCR v1.1	73.0
AA-Omniscience Index	-17.9
Artificial Analysis Intelligence Index v4.3	20.6
Artificial Analysis Intelligence Index v4.3.2	24.9
Artificial Analysis Omniscience Accuracy	18.2
Artificial Analysis Omniscience Hallucination Rate	44.1
Artificial Analysis Openness Index	44.4
AutomationBench-AA 1.0.6	3.2
BuseyBench SVG	3.5
Capability	146.8
CritPt (avg@5)	1.7
GDP.pdf (Artificial Analysis, All-pass)	5.4
GDP.pdf (Artificial Analysis, Mean Criteria)	51.2
GDPval-AA v2	1017
GPQA Diamond (Artificial Analysis avg@5)	85.5
Humanity's Last Exam (Text-Only)	23.7
SciCode 1.0.1 (Artificial Analysis)	42.0
Terminal-Bench 2.1	55.4
Terminal-Bench 4.0 (Artificial Analysis)	0.0
𝜏³-Banking	27.2