parsebench

Parser profile

LiteParse

LlamaIndex's parser, exposed here through its Markdown output and page metadata.

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

What this adapter measures

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

Output: markdown · OCR: builtin · Licence: Apache-2.0

Upstream project

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
LiteParsetables.pdfok144.0 ms9/9 (100%)Not scored
LiteParseragged-table.pdfok215.0 ms20/20 (100%)Not scored
LiteParsemulti-column.pdfok745.0 msNot scoredPreserved · 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.
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 |
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 |
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.

Compare with another parser