
Benchmarks vs. Reality: First-Pass Test Rate Wins
A practical breakdown of why FutureX's 80% first-pass test rate beats Claude Code's 60% on refactoring tasks — and why SWE-bench-style coding agent benchmark scores mislead daily dev workflows.
first-pass test rate8 min read