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Ling 3.0 Flash Sante benchmark scores

As of 2026-10-29, Ling 3.0 Flash Sante (Other) has measured scores on 7 benchmarks and estimated scores on 50 more.

BenchmarkScoreSource
AA-GPQA Diamond91.5%estimated ± 2.1 pp, medium confidence
GDPval-AA46.1%estimated ± 7.7 pp, medium confidence
GPQA Diamond88.8%estimated ± 0.9 pp, medium confidence
AA-LCR70.5%measured
BrowseComp80.2%measured
HLE w/ tools57.1%measured
LongBench v260.4%estimated ± 5.8 pp, low confidence
VITA-Bench44.9%estimated ± 6.7 pp, low confidence
τ²-bench results98.1%estimated ± 3.1 pp, high confidence
APEX-Agents30.3%estimated ± 0.6 pp, medium confidence
APEX-Agents-AA26.8%estimated ± 4.2 pp, high confidence
DeepSearchQA90.8%measured
AutomationBench29.5%estimated ± 10.5 pp, low confidence
BFCL v474.6%estimated ± 4.7 pp, low confidence
CyberGym72.0%estimated ± 7.3 pp, medium confidence
JobBench46.1%estimated ± 6.4 pp, medium confidence
WideResearch77.9%estimated ± 3.5 pp, high confidence
AA Agentic Index34.2%estimated ± 8.2 pp, medium confidence
GPQA92.6%estimated ± 1.0 pp, medium confidence
Gert Labs62.1%estimated ± 7.4 pp, medium confidence
AA EnterpriseOps-Gym42.8%estimated ± 3.3 pp, medium confidence
AA Harvey LAB v1.090.1%estimated ± 1.7 pp, medium confidence
AA Tau3 Banking35.5%estimated ± 3.9 pp, high confidence
ApprenticeBench21.6%estimated ± 10.1 pp, low confidence
MazeBench0.0%estimated ± 6.1 pp, low confidence
OSWorld-Verified73.1%estimated ± 5.8 pp, medium confidence
Vals GPQA Diamond91.1%estimated ± 1.5 pp, low confidence
Vals MMLU-Pro84.7%estimated ± 1.5 pp, low confidence
AA AutomationBench52.8%estimated ± 11.6 pp, low confidence
CWE-Bench-AA57.6%estimated ± 5.2 pp, medium confidence
AA Cyber Index37.6%estimated ± 12.8 pp, low confidence
DeepsecBench-AA1.5%estimated ± 6.0 pp, low confidence
GDP.pdf12.5%estimated ± 4.9 pp, medium confidence
AA ITBench45.8%estimated ± 4.1 pp, high confidence
HLE w/o tools37.4%estimated ± 5.0 pp, low confidence
OSWorld 2.163.6%estimated ± 8.3 pp, low confidence
Toolathlon-Verified71.9%estimated ± 5.7 pp, medium confidence
ARC-AGI-32.9%estimated ± 10.6 pp, low confidence
ARC-AGI-3 Provider Adapter7.0%estimated ± 13.7 pp, low confidence
Hermes Bench68.8%estimated ± 4.8 pp, medium confidence
Hermes Index38.4%estimated ± 10.0 pp, medium confidence
ExploitGym2.9%estimated ± 9.2 pp, low confidence
Claw-Eval69.6%estimated ± 6.3 pp, low confidence
DeepPlanning48.0%estimated ± 13.1 pp, low confidence
MCP Atlas75.6%measured
QwenClawBench62.8%estimated ± 2.6 pp, high confidence
Toolathlon49.7%estimated ± 4.2 pp, high confidence
MedXpertQA (Text)51.0%measured
ResearchClawBench18.7%estimated ± 1.8 pp, medium confidence
DRACO78.1%estimated ± 4.5 pp, medium confidence
HealthBench (length-adjusted)46.3%estimated ± 2.2 pp, medium confidence
HealthBench Professional54.3%measured
HealthBench Professional (raw)61.7%estimated ± 6.1 pp, low confidence
Agents' Last Exam28.2%estimated ± 13.0 pp, low confidence
MRCRv276.0%estimated ± 11.3 pp, low confidence
MMLongBench-Doc61.0%estimated ± 2.6 pp, low confidence
PinchBench90.2%estimated ± 3.6 pp, medium confidence