The audit data quality benchmark — Q4 2026

How this is built, and what it deliberately doesn't include

• Each free tool already runs entirely in your browser and never uploads your file. The only thing that leaves your browser, if anything, is one message: which tool you ran and how many rows it flagged — not the file, not a row of it, not your IP or any identifier.
• A tool's numbers only appear once it has at least 20 runs this quarter — below that, a handful of unusual files could swing the percentage into something that looks precise but isn't yet meaningful, so the row shows "collecting data" instead.
• This is a real, if informal, benchmark — not a scientific sample. It reflects whoever chose to run a free check this quarter, which skews toward people who already suspected something might be wrong. Read it as a directional signal, not a statistic about Indian audits generally.