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Parallel-Run Validator

Drop two CSVs. We diff them by date and flag rows above your threshold.

Date Source Destination Δ Δ%

Rows compared:

Mean deviation:

Rows flagged (above threshold):

Drop two CSV files. Each must have date and one numeric column. We compare them row-by-row, on the date key.

All processing stays in your browser. No upload.

Why a parallel run matters

Numbers never match across analytics platforms. Bot filtering differs (Plausible is stricter than GA4 — expect 15-30% fewer sessions), session definitions differ, and Google’s referrer stripping inflates direct traffic. The point of a parallel run is not equivalence — it’s understanding the deltas before you brief them to leadership.

What this tool does

Drop two CSV exports — one from your source platform, one from the destination. Each must have a date column and a numeric column (sessions, visits, pageviews — whatever you’re comparing). The validator parses both, joins on date, computes Δ and Δ%, and flags rows above your threshold (default 5%).

Privacy

All processing runs in your browser. No data is uploaded.

Recommended thresholds

  • 5% — production-ready cutover threshold
  • 15% — first week of dual-tagging
  • 30% — initial setup, expect to tune