PDF extraction
PDF to CSV converter roundup 2026 — pricing & benchmarks (7 tools)
Seven PDF-to-CSV tools with verified pricing (2026-05-04) and public ParseBench benchmarks where available. No editorial picks — vendor-cited only.
Disclosure. This list is published by okraPDF, which sells PDF tools including a generic PDF table extractor, a bank statement to CSV converter, and bank-specific pages for Chase, Bank of America, Wells Fargo, and nine others. To keep this honest we’ve left okraPDF out of the rankings. Every entry below links to the vendor’s own page so you can verify what’s quoted.
There’s no single benchmark that ranks every PDF-to-CSV tool. The closest public benchmark for general PDF parsing is the open ParseBench leaderboard, which scores parsers on tables, charts, content faithfulness, semantic formatting, and visual grounding. Where a vendor below is on ParseBench, we link directly to their score. Where they’re not, we don’t fabricate one.
What “PDF to CSV” actually entails
A CSV is a flat table. A PDF is a layout. The hard parts are:
- Multi-table per page — most converters return one table per file, not per region.
- Multi-page tables — rows that flow across page breaks need stitching.
- Merged cells & sub-totals — these aren’t real rows. Some tools include them.
- Scanned PDFs — these need OCR before any table logic runs.
Tools differ mostly in how they handle 2–4 and how much they cost.
Quick reference
| Tool | Cost | Public benchmark? |
|---|---|---|
| Microsoft Excel — Get Data from PDF | Bundled with Excel 365 | None |
| Tabula | Free, open source (MIT) | None |
| Reducto | Demo-only | Yes — ParseBench |
| LlamaParse | Free 1K pages/day, then per-page tier | Yes — ParseBench |
| ilovepdf / smallpdf | Free with daily limits | None |
| PDFTables.com | 25 free pages, then PAYG | None |
| Adobe Acrobat (Export PDF to Excel) | Bundled with Acrobat Pro | None |
Microsoft Excel — Get Data from PDF
Data → Get Data → From File → From PDF (Power Query, Excel 365)
- Cost: Included with Excel 365.
- Capabilities (per Microsoft docs): auto-detects native-PDF tables; preview before importing; multiple tables per file selectable individually.
- No OCR for scanned PDFs. Microsoft documents this explicitly.
- No published accuracy benchmark.
Tabula
tabula.technology · github.com/tabulapdf/tabula
- Cost: Free, MIT-licensed, runs locally.
- Workflow: GUI app where you draw a box around the table and export to CSV/TSV/JSON.
- No OCR — Tabula explicitly states it requires native (non-scanned) PDFs.
- No published accuracy benchmark.
- The most-cited free tool in academic and journalism workflows; pre-dates the AI parsers below.
Reducto
- Pricing: Demo-only on the public site — no published self-serve tier.
- Public benchmark: Reducto opts in to ParseBench and publishes results there. Verify the current scorecard on the leaderboard rather than vendor marketing.
- Positioned as a developer-first parser API.
LlamaParse
cloud.llamaindex.ai · llamaindex.ai/pricing (parser pricing in LlamaCloud docs)
- Free tier: 1,000 pages/day on the public Cloud tier (per LlamaIndex’s own docs at the time of writing — verify current limits).
- Paid: per-page pricing across Fast / Premium / Agentic modes.
- Public benchmark: LlamaParse appears on ParseBench and on the LlamaIndex team’s own published comparisons. ParseBench is the more independent of the two.
- Output is markdown-first; CSV is downstream — you’ll be parsing the parsed output if you want strict CSV.
ilovepdf · smallpdf
ilovepdf.com/pdf_to_excel · smallpdf.com/pdf-to-excel
- Free tier: Both impose daily limits and watermarks past the limit. ilovepdf documents 1 free task per session; smallpdf documents 2 free tasks per day. Verify current limits on each pricing page — they change.
- Pro: ~$7–$9/mo on each at the time of writing.
- No public accuracy benchmark.
- Both are general consumer PDF utility suites — PDF-to-CSV (Excel) is one feature among many.
PDFTables.com
- Free: 25 pages on signup.
- Paid: PAYG from £25 for 1,000 pages (per PDFTables’s pricing page; verify current rates).
- No public benchmark.
- Single-purpose PDF-to-spreadsheet engine; has been operating for over a decade.
Adobe Acrobat — Export PDF to Excel
helpx.adobe.com — Convert PDF to Excel
- Cost: Bundled with Acrobat Pro (~$20/mo at the time of writing — verify on Adobe’s site).
- Capabilities: OCR available if the document was OCR’d in Acrobat first; supports XLSX export which can be saved as CSV.
- No published bank-statement-specific benchmark.
On benchmarks vs. trials
Vendor-published accuracy claims usually come with caveats: the vendor chose the test set, scored their own output, and didn’t publish per-vendor competitor results. The independent path is:
- ParseBench leaderboard — open, vendor-opt-in. Currently the most cited public benchmark for PDF parsing including tables.
- Your own statements / invoices / reports as the test set. Most of the tools above offer enough of a free tier to evaluate on real data before paying.
If a vendor publishes accuracy numbers without a trial that can run on your documents, treat the numbers as marketing and skip ahead to one that lets you test.