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Nemotron 3.5 Super VL 120B A12B NVFP4 benchmark scores

As of 2026-10-29, Nemotron 3.5 Super VL 120B A12B NVFP4 (NVIDIA) has measured scores on 23 benchmarks and estimated scores on 117 more.

BenchmarkScoreSource
AA-GPQA Diamond88.0%estimated ± 2.7 pp, high confidence
AA-HLE30.7%measured
AA-SciCode47.8%measured
CritPt10.6%measured
GDPval-AA33.1%measured
GPQA Diamond89.9%measured
HLE29.0%measured
IFBench71.5%measured
AA-LCR67.7%measured
LiveCodeBench v687.4%measured
SciCode47.7%estimated ± 3.1 pp, high confidence
Terminal-Bench 2.160.8%measured
BrowseComp77.5%measured
HLE w/ tools49.8%estimated ± 5.3 pp, medium confidence
IFEval93.0%estimated ± 3.6 pp, high confidence
LongBench v259.8%estimated ± 5.8 pp, low confidence
VITA-Bench44.0%estimated ± 6.7 pp, low confidence
τ²-bench results93.1%estimated ± 11.5 pp, low confidence
AA Coding Index42.0%estimated ± 5.3 pp, medium confidence
AA-MMMU-Pro71.6%estimated ± 2.1 pp, high confidence
APEX-Agents25.4%estimated ± 9.0 pp, low confidence
APEX-Agents-AA23.7%estimated ± 4.2 pp, high confidence
BioMysteryBench (human-difficult)44.3%estimated ± 6.8 pp, low confidence
DeepSearchQA83.8%estimated ± 7.3 pp, low confidence
SWE-bench Verified71.1%measured
AutomationBench27.2%estimated ± 10.5 pp, low confidence
BFCL v474.9%estimated ± 2.7 pp, medium confidence
CyberGym63.9%estimated ± 6.0 pp, medium confidence
JobBench32.3%estimated ± 8.7 pp, medium confidence
SWE-bench Pro51.3%measured
τ³-bench results17.8%measured
WideResearch76.6%estimated ± 3.5 pp, high confidence
AA Agentic Index26.6%estimated ± 2.9 pp, high confidence
MMLU-Pro85.3%estimated ± 2.5 pp, medium confidence
AA-IFBench56.9%estimated ± 7.4 pp, medium confidence
Artificial Analysis Intelligence Index13.6%measured
GPQA89.8%estimated ± 1.2 pp, high confidence
MMLU89.6%estimated ± 0.7 pp, high confidence
AA-Omniscience Accuracy25.9%measured
MMMLU89.6%estimated ± 0.7 pp, medium confidence
MMMU82.2%estimated ± 3.7 pp, high confidence
AA MMLU-Pro84.6%estimated ± 0.6 pp, high confidence
Gert Labs58.7%estimated ± 7.4 pp, medium confidence
AA EnterpriseOps-Gym41.5%estimated ± 3.3 pp, medium confidence
AA Harvey LAB v1.089.9%estimated ± 9.8 pp, low confidence
AA Tau3 Banking33.5%estimated ± 3.9 pp, high confidence
AA Terminal-Bench 2.167.8%estimated ± 6.8 pp, low confidence
ARC-AGI-188.9%estimated ± 2.7 pp, high confidence
ARC-AGI-255.3%estimated ± 10.1 pp, low confidence
CursorBench 3.138.6%estimated ± 3.4 pp, low confidence
CursorBench 3.243.1%estimated ± 3.6 pp, medium confidence
Terminal-Bench 3.05.5%estimated ± 9.1 pp, low confidence
FrontierCode 1.1 Main4.6%estimated ± 2.7 pp, low confidence
FrontierSWE v20.0%estimated ± 9.0 pp, low confidence
MazeBench0.4%estimated ± 5.4 pp, low confidence
OSWorld-Verified70.1%estimated ± 5.8 pp, medium confidence
ParseBench57.4%estimated ± 8.0 pp, low confidence
Vals GPQA Diamond89.1%estimated ± 2.0 pp, high confidence
Vals LiveCodeBench84.7%estimated ± 2.0 pp, low confidence
Vals MMLU-Pro86.6%estimated ± 1.6 pp, high confidence
Vals SWE-bench64.1%estimated ± 6.8 pp, medium confidence
Terminal-Bench 2.1 (Vals AI)52.9%estimated ± 7.4 pp, medium confidence
AA AutomationBench33.4%estimated ± 14.8 pp, low confidence
CWE-Bench-AA43.8%estimated ± 5.8 pp, medium confidence
AA Cyber Index37.4%estimated ± 13.3 pp, low confidence
DeepsecBench-AA4.9%estimated ± 8.6 pp, medium confidence
GDP.pdf10.8%estimated ± 4.9 pp, medium confidence
AA ITBench44.6%estimated ± 4.1 pp, high confidence
AA Terminal-Bench 4.03.9%estimated ± 11.6 pp, low confidence
CursorBench 4.023.8%estimated ± 3.5 pp, medium confidence
CWE-bench v142.4%estimated ± 6.4 pp, medium confidence
DeepSWE51.9%estimated ± 7.5 pp, low confidence
FrontierCode 2.018.3%estimated ± 7.1 pp, low confidence
HLE w/o tools31.4%measured
OSWorld 2.149.0%estimated ± 6.0 pp, low confidence
PostTrainBench v1.120.6%estimated ± 4.7 pp, medium confidence
SWE Multilingual67.0%measured
Toolathlon-Verified59.4%estimated ± 3.1 pp, high confidence
OSWorld 2.1 Offline32.0%estimated ± 7.9 pp, low confidence
Vibe Code Bench0.8%estimated ± 8.1 pp, medium confidence
ARC-AGI-30.0%estimated ± 3.6 pp, high confidence
ARC-AGI-3 Provider Adapter2.8%estimated ± 7.5 pp, low confidence
Hermes Bench62.0%estimated ± 2.9 pp, high confidence
Hermes Index29.2%estimated ± 8.7 pp, medium confidence
CharXiv79.9%measured
CharXiv w/o tools77.5%estimated ± 2.2 pp, medium confidence
ExploitGym0.0%estimated ± 9.2 pp, low confidence
AI2D_TEST93.4%estimated ± 0.9 pp, medium confidence
C-Eval92.9%estimated ± 0.9 pp, medium confidence
Claw-Eval62.7%estimated ± 7.6 pp, low confidence
CountBench91.7%estimated ± 1.3 pp, medium confidence
DynaMath85.6%estimated ± 0.8 pp, medium confidence
ERQA65.0%estimated ± 4.9 pp, high confidence
INCLUDE82.8%estimated ± 2.0 pp, low confidence
MathVision77.8%measured
MCP Atlas73.2%estimated ± 10.7 pp, low confidence
MLVU (M-Avg)82.3%estimated ± 1.5 pp, high confidence
MMLU-ProX82.7%estimated ± 1.3 pp, medium confidence
MMLU-Redux94.2%estimated ± 0.8 pp, medium confidence
MMMU-Pro78.0%estimated ± 2.9 pp, high confidence
NL2Repo33.5%estimated ± 2.8 pp, high confidence
OmniDocBench 1.587.1%estimated ± 2.2 pp, high confidence
QwenClawBench87.1%estimated ± 6.0 pp, low confidence
RealWorldQA83.4%estimated ± 1.5 pp, high confidence
ScreenSpot Pro71.6%estimated ± 7.1 pp, medium confidence
SimpleVQA62.2%estimated ± 7.3 pp, medium confidence
SuperGPQA69.9%estimated ± 6.9 pp, medium confidence
Toolathlon47.0%estimated ± 4.2 pp, high confidence
V*86.0%measured
Video-MME (w/o subtitle)81.2%estimated ± 4.9 pp, medium confidence
Video-MME (with subtitle)82.2%estimated ± 1.9 pp, high confidence
VideoMMMU85.3%estimated ± 1.5 pp, medium confidence
We-Math69.3%estimated ± 2.1 pp, medium confidence
HealthBench Hard29.3%estimated ± 8.6 pp, low confidence
LiveCodeBench Pro76.5%estimated ± 6.0 pp, low confidence
MedXpertQA (MM)75.0%estimated ± 6.4 pp, low confidence
MedXpertQA (Text)53.5%estimated ± 4.5 pp, medium confidence
MMLU-Pro (Arcee)86.8%estimated ± 3.4 pp, low confidence
React Native Evals72.0%estimated ± 2.3 pp, medium confidence
ResearchClawBench17.7%estimated ± 2.2 pp, medium confidence
SWE-Rebench57.0%estimated ± 3.6 pp, medium confidence
BioMysteryBench (human-solvable)83.8%estimated ± 0.6 pp, low confidence
DRACO75.1%estimated ± 3.1 pp, medium confidence
FrontierCode 1.1 Extended52.8%estimated ± 3.0 pp, low confidence
HealthBench (raw)39.6%estimated ± 6.0 pp, low confidence
HealthBench (length-adjusted)53.9%estimated ± 3.3 pp, medium confidence
HealthBench Professional58.1%estimated ± 4.5 pp, low confidence
HealthBench Professional (raw)50.8%estimated ± 4.5 pp, medium confidence
HLE-Verified0.0%estimated ± 6.8 pp, low confidence
LABBench275.8%estimated ± 2.4 pp, low confidence
STEMBench2.4%estimated ± 0.2 pp, high confidence
SimpleQA26.2%estimated ± 4.3 pp, medium confidence
LiveCodeBench73.7%estimated ± 14.6 pp, low confidence
Agents' Last Exam25.0%estimated ± 13.0 pp, low confidence
OpenHarmony Bench51.1%estimated ± 2.4 pp, high confidence
BabyVision29.5%measured
MMVU70.8%estimated ± 3.3 pp, medium confidence
MRCRv262.4%estimated ± 11.3 pp, low confidence
MMLongBench-Doc62.8%measured
PinchBench90.1%estimated ± 3.6 pp, medium confidence