parsebench

Head to head

LiteParse vs OpenDataLoader PDF

Same fixture, different extraction paths. These results describe this adapter configuration and this small test set.

Configured adapter capabilities
CapabilityLiteParseOpenDataLoader PDF
Outputmarkdownmarkdown
OCRbuiltinbuiltin
LicenceApache-2.0Apache-2.0
Parser chargeNo parser API feeNo parser API fee

When to test LiteParse

Compare a layout-aware extraction path with plain-text baselines on the same PDF.

OCR capability does not establish accuracy on scans. The published fixtures contain text layers.

When to test OpenDataLoader PDF

Inspect how reading order, tables and page boundaries survive conversion.

A declared table capability is not a guarantee that every fixture will retain its cell layout.

Measured fixture results

How these checks work

Captured 2026-09-12 · darwin/arm64 · Node v22.21.1. Median of up to three sequential local samples. Timings will vary on other machines.

Measured parser results on synthetic fixtures
Fixture / parserStatusMedianAligned cellsReading order
LiteParsetext-layer.pdfok112.0 msNot scoredNot scored
OpenDataLoader PDFtext-layer.pdfok182.0 msNot scoredNot scored
LiteParsetables.pdfok144.0 ms9/9 (100%)Not scored
OpenDataLoader PDFtables.pdfok180.0 ms0/9 (0%)Not scored
LiteParseragged-table.pdfok215.0 ms20/20 (100%)Not scored
OpenDataLoader PDFragged-table.pdfok185.0 ms0/20 (0%)Not scored
LiteParsemulti-column.pdfok745.0 msNot scoredPreserved · 40/40 lines
OpenDataLoader PDFmulti-column.pdfok196.0 msNot scoredChanged · 40/40 lines
LiteParse · text-layer.pdf · raw output

Samples: 349.0 ms, 109.0 ms, 112.0 ms

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Quarterly Report

Revenue grew 12% year over year.
OpenDataLoader PDF · text-layer.pdf · raw output

Samples: 332.0 ms, 182.0 ms, 178.0 ms

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# Quarterly Report

Revenue grew 12% year over year.
LiteParse · tables.pdf · raw output

Samples: 146.0 ms, 144.0 ms, 143.0 ms

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# Financial Summary

| Region | Q1 | Q2 | Q3 |
|---|---|---|---|
| North | 120 | 145 | 160 |
| South | 98 | 102 | 115 |
| East | 210 | 198 | 225 |
OpenDataLoader PDF · tables.pdf · raw output

Samples: 207.0 ms, 180.0 ms, 180.0 ms

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# Financial Summary

Region Q1 Q2 Q3 North 120 145 160 South 98 102 115 East 210 198 225
LiteParse · ragged-table.pdf · raw output

Samples: 216.0 ms, 214.0 ms, 215.0 ms

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# Q3 Results by Region

| Region | Manager | Q1 | Q2 | Q3 | Notes |
|---|---|---|---|---|---|
| North | Alice Chen | 120 | 145 | 160 | strong |
| South |  | 98 | 102 | 115 |  |
| East | Bob Lee | 210 | 198 | 225 | recovering |
| West | Dana | 88 |  | 99 | pending |
OpenDataLoader PDF · ragged-table.pdf · raw output

Samples: 186.0 ms, 185.0 ms, 183.0 ms

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# Q3 Results by Region

Region Manager Q1 Q2 Q3 Notes North Alice Chen 120 145 160 strong South 98 102 115 East Bob Lee 210 198 225 recovering West Dana 88 99 pending
LiteParse · multi-column.pdf · raw output

Samples: 745.0 ms, 744.0 ms, 745.0 ms

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# On Reading Order

Left column line 1. Left column line 2. Left column line 3. Left column line 4. Left column line 5. Left column line 6. Left column line 7. Left column line 8. Left column line 9. Left column line 10. Left column line 11. Left column line 12. Left column line 13. Left column line 14. Left column line 15. Left column line 16. Left column line 17. Left column line 18. Left column line 19. Left column line 20.

Right column line 1. Right column line 2. Right column line 3. Right column line 4. Right column line 5. Right column line 6. Right column line 7. Right column line 8. Right column line 9. Right column line 10. Right column line 11. Right column line 12. Right column line 13. Right column line 14. Right column line 15. Right column line 16. Right column line 17. Right column line 18. Right column line 19. Right column line 20.
OpenDataLoader PDF · multi-column.pdf · raw output

Samples: 197.0 ms, 196.0 ms, 192.0 ms

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# On Reading Order

- Left column line 1. Right column line 1.
- Left column line 2. Right column line 2.
- Left column line 3. Right column line 3.
- Left column line 4. Right column line 4.
- Left column line 5. Right column line 5.
- Left column line 6. Right column line 6.
- Left column line 7. Right column line 7.
- Left column line 8. Right column line 8.
- Left column line 9. Right column line 9.
- Left column line 10. Right column line 10.
- Left column line 11. Right column line 11.
- Left column line 12. Right column line 12.
- Left column line 13. Right column line 13.
- Left column line 14. Right column line 14.
- Left column line 15. Right column line 15.
- Left column line 16. Right column line 16.
- Left column line 17. Right column line 17.
- Left column line 18. Right column line 18.
- Left column line 19. Right column line 19.
- Left column line 20. Right column line 20.
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