SO-Arena: Benchmarking the Capability Spectrum and Reliability of System One Models

SO-Arena is a benchmark characterizing the capability spectrum and decision reliability of System One models across 11 domains and five capability families. SO-Arena offers evidence-grounded evaluation and fine-grained capability assessment through domain-specific difficulty criteria. Decision reliability is assessed through decision stability under controlled option-set changes and missing-answer recognition when no valid option is available.