LiteParse
LlamaIndex's parser, exposed here through its Markdown output and page metadata.
Scores against the six-parser field
| Parser | Table |
|---|---|
| pdf-inspector | 100% |
| LiteParse | 100% |
| OpenDataLoader PDF | 0% |
| @opendocsg/pdf2md | 0% |
| unpdf | 0% |
| pdf-parse | 0% |
| Parser | Reading order |
|---|---|
| pdf-inspector | 100% |
| LiteParse | 100% |
| OpenDataLoader PDF | 76% |
| @opendocsg/pdf2md | 76% |
| unpdf | 76% |
| pdf-parse | 76% |
| Parser | Heading |
|---|---|
| pdf-inspector | 100% |
| LiteParse | 80% |
| OpenDataLoader PDF | 100% |
| @opendocsg/pdf2md | 100% |
| unpdf | 0% |
| pdf-parse | 0% |
Speed at scale against the field
| Parser | Median time |
|---|---|
| LiteParse | 54.0s |
| pdf-inspector | 2.9s |
| OpenDataLoader PDF | 2.7s |
| @opendocsg/pdf2md | 1.5s |
| pdf-parse | 0.6s |
| unpdf | 0.5s |
OCR routing signal
No parser in this roster currently reads the scanned fixture (0 of 6) — recovering it would require optical character recognition applied to a full-page image, which none of these adapters do.
What this adapter measures
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.
Measured fixture results
How these checks workCaptured 2026-09-16 · darwin/arm64 · Node v22.21.1. Median of up to three sequential local samples. Timings will vary on other machines.
| Fixture / parser | Status | Median | Aligned cells | Reading order | Heading |
|---|---|---|---|---|---|
| LiteParse | ok | 117.0 ms | Not scored | Not scored | Plain text |
| LiteParse | ok | 151.0 ms | 9/9 (100%) | Not scored | H1 |
| LiteParse | ok | 229.0 ms | 20/20 (100%) | Not scored | H1 |
| LiteParse | ok | 834.0 ms | Not scored | 100% · preserved | H1 |
| LiteParse | ok | 201.0 ms | 0/9 (0%) | Not scored | Absent |
| LiteParse | ok | 250.0 ms | 9/9 (100%) | Not scored | H1 |
| LiteParse | ok | 53950.0 ms | Not scored | Not scored | Not scored |
LiteParse · text-layer.pdf · raw output
Samples: 145.0 ms, 117.0 ms, 116.0 ms
<!-- Page 1 --> Quarterly Report Revenue grew 12% year over year.
LiteParse · tables.pdf · raw output
Samples: 154.0 ms, 151.0 ms, 151.0 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: 229.0 ms, 226.0 ms, 233.0 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: 823.0 ms, 843.0 ms, 834.0 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.
LiteParse · scanned.pdf · raw output
Samples: 211.0 ms, 201.0 ms, 200.0 ms
<!-- Page 1 --> # FIMAMCTIAL REGION 2 03 MORTH 128 1435 ied | SOUTH | 23 | 162 | 113 | |---|---|---|---| | EAST | 218 | 192 | 225 |
LiteParse · interleaved-columns.pdf · raw output
Samples: 250.0 ms, 315.0 ms, 244.0 ms
<!-- Page 1 --> # Divisional Results ## Coastal Division | Region | Q1 | Q2 | Q3 | |---|---|---|---| | North | 44 | 17 | 63 | | South | 17 | 63 | 44 | | East | 63 | 44 | 17 | ## Inland Division | Region | Q1 | Q2 | Q3 | |---|---|---|---| | North | 17 | 44 | 44 | | South | 63 | 17 | 17 | | East | 44 | 63 | 63 |
LiteParse · nse-market-pulse.pdf · raw output
Samples: 53950.0 ms
<!-- Page 1 --> MARKET PULSE ##### A monthly review of the #### Indian economy and markets Se \\ ###### Corporate strength India’s growth momentum \\ September 2026 | Volume 8 | Issue 9 <!-- Page 2 -->  ## QO NSE Market Pulse September 2026 | Vol. 8, Issue 9 ###### Market Pulse ###### Volume 8, Issue 9 This publication is issued monthly by the Economic Policy and Research (EPR) department of the National Stock Exchange of India Limited. It is a review of major developments in the economy and financial markets and market statistics for the month gone by, insights from cited academic research papers and topical research articles. ###### Authors *Tirthankar Patnaik, PhD Prerna Singhvi, CFA Prosenjit Pal Ashiana Salian Sushant Hede Stuti Bakshi Puja Parmar, PhD Aratrik Chakraborty Sahil Bagdi Anuska Mukherjee Anoushka Singh* Past editions of Market Pulse can be accessed at [**https://www.nseindia.com/research/publications-reports-nse-**](https://www.nseindia.com/research/publications-reports-nse-market-pulse) **market-pulse**  ###### NATIONAL STOCK EXCHANGE OF INDIA LIMITED 1/327 <!-- Page 3 -->  ## QO NSE Market Pulse September 2026 | Vol. 8, Issue 9 ## Market Pulse --- *Published by Economic Policy and Research, National Stock Exchange of India Ltd. Copyright © 2026 by National Stock Exchange of India Ltd. (NSE) Exchange Plaza, Bandra Kurla Complex Bandra (East), Mumbai 400 051 INDIA Any/all Intellectual Property rights in this report including without limitation any/all contents/information/data forming a part of this report shall at all times vest with NSE. No part of this report may be sold/distributed/licensed/produced/transmitted in any form or manner by any means (including without limitation - electronic, mechanical, photocopying, recording or otherwise) to any person/entity whatsoever without the prior written permission of NSE. Extracts from this report may be used or cited provided that NSE is duly notified and acknowledged as the source of such extract. This report is intended solely for information purposes. This report is under no circumstances intended to be used or considered as financial or investment advice, a recommendation or an offer to sell, or a solicitation of any offer to buy any securities or other form of financial asset. The Report has been prepared on best effort basis, relying upon information obtained from various sources. NSE does not guarantee the completeness, accuracy and/or timeliness of this report neither does NSE guarantee the accuracy or projections of future conditions from the use of this report or any information therein. In no event, NSE, or any of its officers, directors, employees, affiliates, or other agents are responsible for any loss or damage arising out of this report. All investments are subject to risks, which should be considered prior to making any investments.* 2/327 <!-- Page 4 -->  **Market Pulse** September 2026 | Vol. 8, Issue 9 **NSE at a glance** **NSE's positioning and reach** | NSE's global positioning | Domestic market share | Reach | |---|---|---| | Largest multi-asset class | 1,330 | Trading members | **1 Three-month rolling share (%)** exchange 99+% Pin codes covered EQ Cash 92.2 Third largest equity exchange 13.5 Crore Unique registered PANs **3** by no. of trades (10.6% share Total passive AUM (domestic EQ Futures 99.8 in FY27TD\* as per WFE) US$99.2bn\* + global) tracking Nifty EQ Options\* 68.6 indices Largest derivatives exchange by **1** contracts traded (FY27TD\* US$5.14trn Market cap of listed entitles FX Futures 100.0 share: 50.2% in eq. F&O (WFE) As of August 31st, 2026, unless specified otherwise; \*As of July 31st, 2026. **9 Market capitalization\*** FX Options\* 100.0 ^Represents the aggregate market value of all equity shares traded on NSE and units of Listed REITs and \* Based on premium turnover InvITs traded on NSE as on the las