Get a personalized breakdown of your annual CI waste. Takes Under 2 minutes!
All values are editable. Defaults are industry benchmarks — adjust to match your environment.
Who's building and shipping?
All devs committing to repos with CI pipelines
Dedicated QA, SDET, and automation engineers
Blended salary + benefits + overhead. Industry median: $75–$95/hr
How does your pipeline behave?
End-to-end time for one complete suite run. Industry median: 45–90 min
Commits, PRs, and retries. Typical range: 3–6
Builds triggered by AI coding agents (e.g. Claude Code, Copilot Workspace, Cursor, Devin). Default: 0
What % of your builds run the complete suite rather than a subset?
Full-suite reruns triggered manually for confidence — not by a failure. Conservative: 2–5/week
What does your CI infrastructure cost?
Your monthly cloud runner spend that goes specifically to running tests (GitHub Actions, CircleCI, Jenkins agents, etc.). Typical: $2k–$15k/mo
What does debugging CI failures actually cost?
How many CI failures require a human to investigate each week?
Time from alert to root cause. Often longer than teams estimate.
Failures with no code change — infrastructure noise, timing, environment. Industry: 25–45%
Based on your inputs and CloudBees Smart Tests production benchmarks.
ANNUAL TEST COMPUTE COST
$0
Running full suites on every build
TRIAGE LABOR (REAL BUGS)
$0
Engineers debugging real failures instead of shipping
FLAKY TESTS (LABOR + RERUNS)
$0
Investigation and reruns from failures with no real bug
TOTAL ANNUAL CI WASTE
$0
This grows 15–20% annually as your test suite expands.
Teams typically see 10–25% faster PR/build feedback cycles within the first quarter. Testing only what matters, translates to 20–50% less wasted CI spend (fewer unnecessary test minutes + less compute churn).
30 min · Zero commitment · Walk away with a personalized cost breakdown.