AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

Model reports

MathArena Apex 2025

The hardest MathArena split; even near-ceiling models sit well below typical math-benchmark numbers.

Evaluation context and evidence

Source
Model reports
Publisher
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Benchmark release
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Collected
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Modality
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These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 1

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Hy4 preview74.2percentMathArena Apex 20252026-08-28 · document_publicationHy4 preview