Kramata vs Easy Data Transform
Easy Data Transform is a good product — a mature, node-based data wrangling app that, like Kramata, runs entirely on your computer and can batch-process a folder of files. If you're comparing the two, here's an honest breakdown of where they differ.
The short version
- Easy Data Transform is more flexible: you build a visual graph of nodes that can branch, join multiple sources, and output to many formats. That power comes with a steeper learning curve.
- Kramata is deliberately simpler: one linear list of plain-language steps with a live preview — closer to "what I'd do by hand, recorded" than a dataflow diagram. Free for single files; batch is a one-time $29.
Side by side
| Easy Data Transform | Kramata | |
|---|---|---|
| Runs fully local, nothing uploaded | Yes | Yes |
| Batch a folder → separate cleaned files | Yes | Yes |
| Batch a folder → one merged file | Yes | Yes |
| Interface | Node graph (visual dataflow) | Linear recipe (list of steps, live preview) |
| Steps described in | Transform names (Join, Pivot, Gather…) | Plain language (“like VLOOKUP”, “Trim spaces & fix case”) |
| Invalid values | Varies by transform | Flagged to a review list — never changed silently |
| Big CSVs | In-memory engine | In-process database (DuckDB) |
| File formats | Many (CSV, Excel, JSON, XML, …) | CSV & Excel |
| Price | Paid (see their site) | Free; Pro $29 one-time (batch) |
| Platforms | Windows & Mac | Windows |
Pick Easy Data Transform if…
- You need to join many sources in one flow, or branch one input into several outputs.
- You work with JSON, XML, or other formats beyond CSV and Excel.
- You're on a Mac.
Pick Kramata if…
- Your job is the recurring export ritual: the same messy CSV or Excel file arrives every week or month, and you want to clean it the same way in one click.
- You'd rather read “Remove duplicates, fix dates, flag bad rows” than learn a dataflow canvas.
- You want anything that fails your checks flagged for review, never silently kept or dropped.
- $29 once feels right for a focused tool.