Head to head
LiteParse vs Hyperbots
Same fixture, different extraction paths. These results describe this adapter configuration and this small test set.
| Capability | LiteParse | Hyperbots |
|---|---|---|
| Output | markdown | text |
| OCR | builtin | builtin |
| Licence | Apache-2.0 | LicenseRef-Proprietary |
| Parser charge | No parser API fee | $0.04/page estimate |
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 Hyperbots
Evaluate a paid OCR path on financial documents, subject to the site's paid-run quota.
Not included in the free fixture benchmark. No scanned-document accuracy claim is published here.
Measured fixture results
How these checks workCaptured 2026-09-12 · darwin/arm64 · Node v22.21.1. Median of up to three sequential local samples. Timings will vary on other machines.
No published measurement for Hyperbots. No score or timing is inferred.
| Fixture / parser | Status | Median | Aligned cells | Reading order |
|---|---|---|---|---|
| LiteParsetext-layer.pdf | ok | 112.0 ms | Not scored | Not scored |
| LiteParsetables.pdf | ok | 144.0 ms | 9/9 (100%) | Not scored |
| LiteParseragged-table.pdf | ok | 215.0 ms | 20/20 (100%) | Not scored |
| LiteParsemulti-column.pdf | ok | 745.0 ms | Not scored | Preserved · 40/40 lines |
LiteParse · text-layer.pdf · raw output
Samples: 349.0 ms, 109.0 ms, 112.0 ms
<!-- Page 1 --> Quarterly Report Revenue grew 12% year over year.
LiteParse · tables.pdf · raw output
Samples: 146.0 ms, 144.0 ms, 143.0 ms
<!-- Page 1 --> # 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
<!-- 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 |
LiteParse · multi-column.pdf · raw output
Samples: 745.0 ms, 744.0 ms, 745.0 ms
<!-- Page 1 --> # 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.