parsebench

Head to head

OpenDataLoader PDF vs @opendocsg/pdf2md

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

Configured adapter capabilities
CapabilityOpenDataLoader PDF@opendocsg/pdf2md
Outputmarkdownmarkdown
OCRbuiltinnone
LicenceApache-2.0MIT
Parser chargeNo parser API feeNo parser API fee

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.

When to test @opendocsg/pdf2md

Compare a lightweight Markdown converter against native layout-aware parsers.

The current adapter does not declare reliable table reconstruction or OCR support.

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
OpenDataLoader PDFtext-layer.pdfok182.0 msNot scoredNot scored
@opendocsg/pdf2mdtext-layer.pdfok4.0 msNot scoredNot scored
OpenDataLoader PDFtables.pdfok180.0 ms0/9 (0%)Not scored
@opendocsg/pdf2mdtables.pdfok4.0 ms0/9 (0%)Not scored
OpenDataLoader PDFragged-table.pdfok185.0 ms0/20 (0%)Not scored
@opendocsg/pdf2mdragged-table.pdfok3.0 ms0/20 (0%)Not scored
OpenDataLoader PDFmulti-column.pdfok196.0 msNot scoredChanged · 40/40 lines
@opendocsg/pdf2mdmulti-column.pdfok4.0 msNot scoredChanged · 40/40 lines
OpenDataLoader PDF · text-layer.pdf · raw output

Samples: 332.0 ms, 182.0 ms, 178.0 ms

<!-- Page 1 -->

# Quarterly Report

Revenue grew 12% year over year.
@opendocsg/pdf2md · text-layer.pdf · raw output

Samples: 64.0 ms, 4.0 ms, 3.0 ms

# Quarterly Report 

Revenue grew 12% year over year. 


OpenDataLoader PDF · tables.pdf · raw output

Samples: 207.0 ms, 180.0 ms, 180.0 ms

<!-- Page 1 -->

# Financial Summary

Region Q1 Q2 Q3 North 120 145 160 South 98 102 115 East 210 198 225
@opendocsg/pdf2md · tables.pdf · raw output

Samples: 5.0 ms, 3.0 ms, 4.0 ms

# Financial Summary 

Region Q1 Q2 Q3 North 120 145 160 South 98 102 115 East 210 198 225 


OpenDataLoader PDF · ragged-table.pdf · raw output

Samples: 186.0 ms, 185.0 ms, 183.0 ms

<!-- Page 1 -->

# 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
@opendocsg/pdf2md · ragged-table.pdf · raw output

Samples: 3.0 ms, 3.0 ms, 4.0 ms

# 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 · multi-column.pdf · raw output

Samples: 197.0 ms, 196.0 ms, 192.0 ms

<!-- Page 1 -->

# 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.
@opendocsg/pdf2md · multi-column.pdf · raw output

Samples: 5.0 ms, 4.0 ms, 4.0 ms

# 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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