The Epoch Capabilities Index uses an Elo-based aggregation method that dynamically adjusts for benchmark difficulty and they put error bars on their scores, both of which put them miles ahead of Artificial Analysis: https://epoch.ai/eci?view=graph&tab=leaderboard