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Ling 3.0 Tiny benchmark scores

As of 2026-10-07, Ling 3.0 Tiny (Other) has measured scores on 8 benchmarks and estimated scores on 65 more.

BenchmarkScoreSource
AA-GPQA Diamond73.4%measured
AA-HLE9.3%measured
AA-SciCode24.2%measured
Artificial Analysis Intelligence Index11.1%measured
CritPt0.0%measured
GDPval-AA3.2%measured
GPQA Diamond73.5%estimated ± 2.2 pp, high confidence
HLE19.0%estimated ± 9.5 pp, medium confidence
AA-LCR60.3%measured
LiveCodeBench v668.1%estimated ± 3.3 pp, high confidence
AA-Omniscience Accuracy8.5%measured
SciCode24.7%estimated ± 3.2 pp, medium confidence
BrowseComp18.9%estimated ± 10.1 pp, low confidence
HLE w/ tools33.2%estimated ± 6.1 pp, low confidence
LongBench v259.7%estimated ± 5.9 pp, medium confidence
AA Coding Index11.8%estimated ± 6.4 pp, medium confidence
APEX-Agents3.3%estimated ± 10.0 pp, low confidence
APEX-Agents-AA6.8%estimated ± 9.1 pp, medium confidence
BioMysteryBench (human-difficult)14.1%estimated ± 5.9 pp, low confidence
DeepSearchQA43.4%estimated ± 8.4 pp, medium confidence
SWE-bench Verified42.4%estimated ± 6.6 pp, low confidence
AutomationBench28.4%estimated ± 9.7 pp, low confidence
BFCL v460.7%estimated ± 2.6 pp, high confidence
CyberGym8.7%estimated ± 6.2 pp, low confidence
JobBench0.0%estimated ± 8.6 pp, low confidence
SWE-bench Pro19.3%estimated ± 6.8 pp, low confidence
WideResearch46.7%estimated ± 9.1 pp, low confidence
AA Agentic Index3.1%estimated ± 2.8 pp, high confidence
MMLU-Pro69.3%estimated ± 3.5 pp, high confidence
GPQA67.4%estimated ± 3.2 pp, high confidence
Gert Labs36.2%estimated ± 8.9 pp, medium confidence
AA-AnalystAgent2.0%estimated ± 12.0 pp, low confidence
AA EnterpriseOps-Gym32.5%estimated ± 6.7 pp, low confidence
ARC-AGI-14.2%estimated ± 5.4 pp, low confidence
ARC-AGI-21.5%estimated ± 14.2 pp, low confidence
CursorBench 3.10.0%estimated ± 3.4 pp, low confidence
CursorBench 3.212.5%estimated ± 5.3 pp, low confidence
FrontierCode 1.1 Main0.0%estimated ± 6.6 pp, low confidence
FrontierSWE v20.0%estimated ± 14.6 pp, low confidence
OSWorld-Verified57.2%estimated ± 8.7 pp, low confidence
Vals GPQA Diamond62.9%estimated ± 7.4 pp, medium confidence
Vals MMLU-Pro81.0%estimated ± 2.2 pp, medium confidence
Vals SWE-bench46.7%estimated ± 7.6 pp, low confidence
AA AutomationBench3.7%estimated ± 7.0 pp, low confidence
GDP.pdf9.4%estimated ± 5.4 pp, low confidence
AA Tau3 Banking22.0%estimated ± 5.8 pp, low confidence
CursorBench 4.00.6%estimated ± 3.5 pp, medium confidence
CWE-bench v15.7%estimated ± 6.9 pp, low confidence
HLE w/o tools7.5%estimated ± 5.7 pp, low confidence
PostTrainBench v1.121.4%estimated ± 7.2 pp, low confidence
Toolathlon-Verified9.7%estimated ± 2.4 pp, medium confidence
C-Eval84.8%estimated ± 1.0 pp, low confidence
MCP Atlas52.1%estimated ± 11.1 pp, low confidence
MMLU-Redux85.1%estimated ± 1.1 pp, medium confidence
NL2Repo8.5%estimated ± 6.5 pp, low confidence
QwenClawBench55.9%estimated ± 6.0 pp, low confidence
SuperGPQA41.0%estimated ± 7.5 pp, medium confidence
Toolathlon26.9%estimated ± 6.3 pp, low confidence
HealthBench Hard0.3%estimated ± 7.7 pp, low confidence
MMLU-Pro (Arcee)77.1%estimated ± 4.0 pp, low confidence
React Native Evals65.7%estimated ± 4.7 pp, low confidence
ResearchClawBench5.0%estimated ± 2.2 pp, low confidence
ARC-AGI-31.7%estimated ± 3.4 pp, medium confidence
BioMysteryBench (human-solvable)81.7%estimated ± 0.6 pp, low confidence
DRACO62.9%estimated ± 3.0 pp, low confidence
HealthBench (raw)14.1%estimated ± 6.4 pp, low confidence
HealthBench (length-adjusted)53.9%estimated ± 3.7 pp, low confidence
HealthBench Professional57.7%estimated ± 4.8 pp, low confidence
HealthBench Professional (raw)27.5%estimated ± 5.0 pp, low confidence
HLE-Verified15.3%estimated ± 2.0 pp, low confidence
LABBench254.6%estimated ± 1.8 pp, low confidence
OpenHarmony Bench51.0%estimated ± 2.4 pp, medium confidence
MMLU71.4%estimated ± 1.1 pp, low confidence