What this site is
OpsPerDollar is an independent test bench for no-code automation tools. We don’t rewrite vendor spec sheets. We build the same real workflows in every tool, run them 100 times with the same data — including deliberately broken inputs — and publish what actually happened: how many billing units each run consumed, how long setup took, and where things failed.
Who runs it
The site is run by an IT systems engineer based in Tokyo. Automation is his day job; this bench is where he tests the tools he recommends to small businesses, in public, with the receipts attached.
How we make money
Some links on this site are affiliate links. If you subscribe through one, the vendor pays us a commission at no extra cost to you. That never changes a verdict: our test protocol is fixed before we run it, results are published with their raw data, and tools that pay us nothing (Zapier, n8n) are tested and sometimes recommended anyway. Full details on our Disclosure page.
Corrections
Prices and features change. Every report carries its test date and a “last re-verified” date. If you spot an error, tell us — we fix it and note the change in the report’s update log.