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Hy4 benchmark scores

As of 2026-11-04, Hy4 (Other) has measured scores on 12 benchmarks and estimated scores on 72 more.

BenchmarkScoreSource
AA-GPQA Diamond90.8%estimated ± 3.0 pp, medium confidence
AA-HLE44.8%estimated ± 7.4 pp, medium confidence
AA-SciCode58.7%estimated ± 3.5 pp, medium confidence
CritPt19.6%estimated ± 6.0 pp, medium confidence
GDPval-AA64.7%estimated ± 4.2 pp, high confidence
GPQA Diamond92.9%estimated ± 2.3 pp, high confidence
HLE59.1%measured
SciCode61.8%estimated ± 7.6 pp, low confidence
BrowseComp92.0%estimated ± 5.5 pp, low confidence
HLE w/ tools59.1%measured
τ²-bench results98.3%estimated ± 3.1 pp, high confidence
AA Coding Index78.1%estimated ± 2.4 pp, low confidence
AA-MMMU-Pro77.6%estimated ± 1.6 pp, high confidence
APEX-Agents75.2%measured
SWE-bench Verified94.0%estimated ± 4.6 pp, high confidence
AutomationBench56.2%measured
CyberGym88.3%estimated ± 4.6 pp, medium confidence
SWE-bench Pro77.5%estimated ± 7.4 pp, low confidence
WideResearch83.1%estimated ± 4.8 pp, low confidence
AA Agentic Index46.2%estimated ± 9.2 pp, medium confidence
Artificial Analysis Intelligence Index39.4%estimated ± 9.3 pp, low confidence
GPQA92.2%estimated ± 3.3 pp, high confidence
AA-Omniscience Accuracy49.2%estimated ± 9.2 pp, medium confidence
MMMU85.3%estimated ± 1.7 pp, high confidence
AA Harvey LAB v1.090.7%estimated ± 1.7 pp, medium confidence
AA Tau3 Banking50.9%estimated ± 3.8 pp, low confidence
ARC-AGI-195.1%estimated ± 11.9 pp, low confidence
CursorBench 3.230.6%estimated ± 3.6 pp, low confidence
FrontierCode 1.1 Main54.3%estimated ± 3.7 pp, low confidence
FrontierSWE v248.5%estimated ± 9.4 pp, medium confidence
MazeBench2.2%estimated ± 5.6 pp, medium confidence
ParseBench62.2%estimated ± 6.2 pp, medium confidence
Vals LiveCodeBench77.4%estimated ± 6.1 pp, low confidence
Vals MMLU-Pro89.2%estimated ± 2.5 pp, medium confidence
Vals SWE-bench85.5%estimated ± 10.6 pp, low confidence
Terminal-Bench 2.1 (Vals AI)78.4%estimated ± 5.4 pp, low confidence
AA AutomationBench55.8%estimated ± 11.6 pp, low confidence
CWE-Bench-AA58.8%estimated ± 5.2 pp, medium confidence
AA Cyber Index46.3%estimated ± 9.4 pp, medium confidence
DeepsecBench-AA23.5%estimated ± 7.4 pp, medium confidence
GDP.pdf22.2%estimated ± 5.4 pp, medium confidence
AA Terminal-Bench 4.041.1%estimated ± 6.0 pp, medium confidence
Bug Hunt Bench22.2%estimated ± 3.2 pp, medium confidence
CursorBench 4.048.4%estimated ± 2.7 pp, medium confidence
DeepSWE74.9%measured
FrontierCode 2.031.0%measured
HLE w/o tools47.3%estimated ± 5.4 pp, medium confidence
OSWorld 2.178.9%measured
PostTrainBench v1.143.2%estimated ± 4.5 pp, high confidence
ProgramBench30.0%measured
Terminal-Bench 4.044.4%measured
Toolathlon-Verified73.5%estimated ± 5.7 pp, medium confidence
ARC-AGI-313.0%estimated ± 12.2 pp, low confidence
Hermes Bench72.8%estimated ± 4.7 pp, medium confidence
Hermes Index39.3%estimated ± 8.1 pp, low confidence
CharXiv81.0%estimated ± 5.2 pp, medium confidence
CharXiv w/o tools82.4%estimated ± 2.5 pp, medium confidence
ExploitGym23.5%estimated ± 10.5 pp, low confidence
AI2D_TEST92.6%estimated ± 2.0 pp, medium confidence
CountBench95.1%estimated ± 3.0 pp, high confidence
DynaMath85.0%estimated ± 5.3 pp, low confidence
ERQA63.6%estimated ± 6.4 pp, medium confidence
MathVision87.6%estimated ± 2.9 pp, high confidence
MCP Atlas79.0%estimated ± 12.1 pp, low confidence
MLVU (M-Avg)86.2%estimated ± 2.2 pp, high confidence
MMLU-Redux97.1%estimated ± 2.1 pp, medium confidence
MMMU-Pro78.6%measured
NL2Repo62.1%estimated ± 6.2 pp, medium confidence
RealWorldQA83.8%estimated ± 2.9 pp, high confidence
ScreenSpot Pro75.5%estimated ± 10.5 pp, low confidence
SimpleVQA67.0%estimated ± 7.5 pp, medium confidence
SuperGPQA97.4%estimated ± 6.9 pp, low confidence
Video-MME (w/o subtitle)84.8%estimated ± 1.4 pp, medium confidence
Video-MME (with subtitle)87.1%estimated ± 3.0 pp, high confidence
VideoMMMU86.5%estimated ± 5.1 pp, medium confidence
We-Math82.5%estimated ± 7.4 pp, low confidence
MedXpertQA (MM)71.5%estimated ± 2.4 pp, high confidence
ScarfBench69.9%estimated ± 3.8 pp, medium confidence
Agents' Last Exam41.0%measured
MMVU77.5%estimated ± 2.7 pp, medium confidence
SWE-Marathon43.8%measured
MMMU-Pro w/ Python81.0%estimated ± 2.6 pp, high confidence
OCRBench V272.7%estimated ± 4.4 pp, medium confidence
SWE-Atlas Codebase QnA64.0%estimated ± 5.4 pp, low confidence