Scicode (HAL) — leaderboard

HAL's cost-aware agent leaderboard for Scicode scientific programming tasks.

Source: hal.cs.princeton.edu. Status: saturation imminent.

Interactive version: theaggregate.ai/benchmark?slug=scicode-hal · How the rankings work · Data refreshed daily, snapshot 2026-07-22.