Guides 7 min
Martian's Code Review Bench: the "#1" claim rots in months
Two vendors posted "#1 on Martian's Code Review Bench." Both still improved their scores. Both lost first place. How to read the live leaderboard without getting burned.
Topic · 2 articles
Benchmark
Guides 2 min
AI code review benchmarks: offline vs online evals
How Martian's Code Review Bench separates reproducible fixed-dataset evals from streaming real-world evals, and the tradeoffs hidden in each.