The state of code verification

Benchmarks for manual vs. AI testing

What does it actually cost to keep automated tests working? We analyzed more than one million production test runs across hundreds of web applications to find out.

Get the benchmarks you need to assess the state of your team’s code verification. Download the report to:

  • Know what breaks before it breaks. Root cause analysis covers selector changes, flow changes, environment instability, and timing issues.
  • See the price of maintaining tests by hand. A 500-test suite can cost $4M+ a year in manual maintenance, and the report gives you the cost model to calculate your own.
  • Benchmark your suite against the data. Teams using AI-assisted maintenance see 82% fewer failures (2.7 vs. 14.8 per 100 runs), with the vast majority of test failures resolved with little to no engineering time.