LiteParse

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

Outputmarkdown
OCRbuiltin
LicenceApache-2.0
Lanenode

Scores against the six-parser field

Table: this parser scores 100%, against a field of 0% to 100%.
Table score, all six parsers
ParserTable
pdf-inspector100%
LiteParse100%
OpenDataLoader PDF0%
@opendocsg/pdf2md0%
unpdf0%
pdf-parse0%
Reading order: this parser scores 100%, against a field of 76% to 100%.
Reading order score, all six parsers
ParserReading order
pdf-inspector100%
LiteParse100%
OpenDataLoader PDF76%
@opendocsg/pdf2md76%
unpdf76%
pdf-parse76%
Heading: this parser scores 80%, against a field of 0% to 100%.
Heading score, all six parsers
ParserHeading
pdf-inspector100%
LiteParse80%
OpenDataLoader PDF100%
@opendocsg/pdf2md100%
unpdf0%
pdf-parse0%

Speed at scale against the field

LiteParse takes 54.0s on the 100-page report — 100× slower than the fastest parser here, unpdf at 0.5s. Log scale: the field spans 0.5s to 54.0s. Measured on darwin/arm64, Node v22.21.1; timings vary by machine.
Median wall time on the 100-page report
ParserMedian time
LiteParse54.0s
pdf-inspector2.9s
OpenDataLoader PDF2.7s
@opendocsg/pdf2md1.5s
pdf-parse0.6s
unpdf0.5s

OCR routing signal

Precision2%
Recall100%
Flagged pages100 / 100
Ground truth2 / 100
Reasons flagged
embedded-images99 pages
sparse-text48 pages
no text layer1 pages

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.

Upstream project

Measured fixture results

How these checks work

Captured 2026-09-16 · 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 orderHeading
LiteParseok117.0 msNot scoredNot scoredPlain text
LiteParseok151.0 ms9/9 (100%)Not scoredH1
LiteParseok229.0 ms20/20 (100%)Not scoredH1
LiteParseok834.0 msNot scored100% · preservedH1
LiteParseok201.0 ms0/9 (0%)Not scoredAbsent
LiteParseok250.0 ms9/9 (100%)Not scoredH1
LiteParseok53950.0 msNot scoredNot scoredNot 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

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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: 229.0 ms, 226.0 ms, 233.0 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: 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

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# 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

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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 -->

![](img_p2_1.png)

## 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**

![](img_p2_2.png)

###### NATIONAL STOCK EXCHANGE OF INDIA LIMITED

1/327

<!-- Page 3 -->

![](img_p3_1.png)

## 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

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![](img_p4_1.png)

**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

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