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Ling 3.0 Flash FP8 benchmark scores

As of 2026-10-07, Ling 3.0 Flash FP8 (Other) has measured scores on 14 benchmarks and estimated scores on 74 more.

BenchmarkScoreSource
AA-GPQA Diamond85.5%measured
AA-HLE23.7%measured
AA-SciCode42.0%measured
Artificial Analysis Intelligence Index20.1%measured
CritPt1.7%measured
GDPval-AA22.4%measured
GPQA Diamond84.0%measured
HLE24.8%estimated ± 8.2 pp, medium confidence
IFBench73.4%measured
AA-LCR73.0%measured
LiveCodeBench v685.7%estimated ± 3.1 pp, high confidence
AA-Omniscience Accuracy18.2%measured
SciCode40.4%measured
BrowseComp70.7%estimated ± 9.0 pp, medium confidence
HLE w/ tools43.1%estimated ± 6.1 pp, low confidence
IFEval92.8%estimated ± 3.5 pp, high confidence
LongBench v261.5%estimated ± 5.9 pp, medium confidence
τ²-bench results91.3%estimated ± 13.3 pp, low confidence
AA Coding Index50.6%measured
APEX-Agents20.8%estimated ± 10.0 pp, low confidence
APEX-Agents-AA19.2%estimated ± 9.1 pp, medium confidence
BioMysteryBench (human-difficult)25.4%estimated ± 5.9 pp, low confidence
DeepSearchQA84.9%estimated ± 4.5 pp, high confidence
SWE-bench Verified76.8%estimated ± 5.5 pp, medium confidence
AutomationBench28.4%estimated ± 9.7 pp, low confidence
BFCL v473.4%estimated ± 2.6 pp, high confidence
CyberGym61.7%estimated ± 5.3 pp, low confidence
JobBench17.8%estimated ± 8.6 pp, medium confidence
SWE-bench Pro52.6%estimated ± 6.0 pp, medium confidence
WideResearch72.6%estimated ± 9.1 pp, low confidence
AA Agentic Index21.0%measured
MMLU-Pro84.7%estimated ± 3.0 pp, high confidence
GPQA84.0%measured
AA-IFBench59.7%estimated ± 8.5 pp, medium confidence
Gert Labs52.8%estimated ± 8.5 pp, medium confidence
AA-AnalystAgent15.4%estimated ± 12.0 pp, low confidence
AA EnterpriseOps-Gym32.9%estimated ± 6.7 pp, low confidence
AA Harvey LAB81.4%estimated ± 1.2 pp, low confidence
ARC-AGI-178.7%estimated ± 2.7 pp, medium confidence
ARC-AGI-237.6%estimated ± 10.1 pp, low confidence
CursorBench 3.124.3%estimated ± 3.4 pp, low confidence
CursorBench 3.235.5%estimated ± 4.4 pp, medium confidence
FrontierCode 1.1 Main21.6%estimated ± 3.8 pp, medium confidence
FrontierSWE v20.0%estimated ± 14.6 pp, low confidence
OSWorld-Verified67.3%estimated ± 8.7 pp, low confidence
Vals GPQA Diamond83.1%estimated ± 2.0 pp, medium confidence
Vals LiveCodeBench83.9%estimated ± 0.8 pp, low confidence
Vals MMLU-Pro80.0%estimated ± 1.2 pp, high confidence
Vals SWE-bench64.4%estimated ± 5.3 pp, low confidence
AA AutomationBench3.9%estimated ± 7.0 pp, medium confidence
GDP.pdf9.4%estimated ± 5.4 pp, medium confidence
AA Tau3 Banking22.0%estimated ± 5.8 pp, medium confidence
CursorBench 4.016.4%estimated ± 1.6 pp, medium confidence
CWE-bench v132.1%estimated ± 6.9 pp, low confidence
DeepSWE15.1%estimated ± 6.4 pp, low confidence
HLE w/o tools17.7%estimated ± 4.4 pp, high confidence
PostTrainBench v1.111.0%estimated ± 6.1 pp, low confidence
Toolathlon-Verified49.5%estimated ± 2.3 pp, low confidence
Vibe Code Bench22.9%estimated ± 10.3 pp, low confidence
ExploitGym0.0%estimated ± 12.2 pp, low confidence
C-Eval89.7%estimated ± 0.9 pp, low confidence
Claw-Eval64.1%estimated ± 13.6 pp, low confidence
MCP Atlas65.0%estimated ± 7.8 pp, low confidence
MMLU-Redux92.6%estimated ± 1.1 pp, medium confidence
NL2Repo36.6%estimated ± 5.1 pp, medium confidence
QwenClawBench55.9%estimated ± 6.0 pp, low confidence
SuperGPQA61.6%estimated ± 7.5 pp, medium confidence
Toolathlon33.1%estimated ± 6.3 pp, medium confidence
HealthBench Hard0.0%estimated ± 5.1 pp, low confidence
MedXpertQA (Text)39.8%estimated ± 4.5 pp, low confidence
MMLU-Pro (Arcee)84.8%estimated ± 3.4 pp, medium confidence
React Native Evals76.8%estimated ± 3.5 pp, high confidence
ResearchClawBench16.7%estimated ± 2.0 pp, high confidence
SWE-Rebench58.1%estimated ± 8.9 pp, low confidence
ARC-AGI-30.0%estimated ± 2.1 pp, medium confidence
BioMysteryBench (human-solvable)81.7%estimated ± 0.6 pp, low confidence
DRACO70.7%estimated ± 3.0 pp, medium confidence
FrontierCode 1.1 Extended44.5%estimated ± 3.4 pp, low confidence
HealthBench (raw)32.3%estimated ± 6.4 pp, low confidence
HealthBench (length-adjusted)53.9%estimated ± 3.7 pp, low confidence
HealthBench Professional38.6%estimated ± 4.8 pp, low confidence
HealthBench Professional (raw)44.0%estimated ± 5.0 pp, low confidence
HLE-Verified15.3%estimated ± 2.0 pp, low confidence
LABBench270.3%estimated ± 1.8 pp, low confidence
LiveCodeBench100.0%estimated ± 8.9 pp, low confidence
OpenHarmony Bench51.0%estimated ± 2.4 pp, medium confidence
MMMLU87.2%estimated ± 1.1 pp, medium confidence
MMLU84.9%estimated ± 1.1 pp, medium confidence