Analysis

The benchmark's discrimination is intact and 7.2 points of headroom remain, yet a contamination subscore of 5.7/100 means scores above 90% mix genuine reasoning with exposure advantage.

One of the least saturated benchmarks in the index, with a perfect contamination score — but every number on its leaderboard comes from a single evaluator, and that is the limit of what it can prove.

Of 1,943 scores in the public record, 573 are independently reproduced; the pricing picture is worse — more published prices are disputed than corroborated, across a 489-fold cost range.