LiteParse vs pdf-parse

Same fixture, different extraction paths. Cell alignment, reading order and heading structure are scored separately, and one fixture is a scan with no text layer. These results describe this adapter configuration and this small test set.

Configured adapter capabilities
CapabilityLiteParsepdf-parse
Outputmarkdowntext
OCRbuiltinnone
LicenceApache-2.0MIT
Parser chargeNo parser API feeNo parser API fee

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 pdf-parse

Compare extracted text with Markdown before choosing a parser for retrieval workflows.

This comparison measures the configured text adapter, not every feature offered by the upstream library.

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
pdf-parseok2.0 msNot scoredNot scoredPlain text
LiteParseok151.0 ms9/9 (100%)Not scoredH1
pdf-parseok2.0 ms0/9 (0%)Not scoredPlain text
LiteParseok229.0 ms20/20 (100%)Not scoredH1
pdf-parseok2.0 ms0/20 (0%)Not scoredPlain text
LiteParseok834.0 msNot scored100% · preservedH1
pdf-parseok3.0 msNot scored75.6% · interleavedPlain text
LiteParseok201.0 ms0/9 (0%)Not scoredAbsent
pdf-parseok0.0 ms0/9 (0%)Not scoredAbsent
LiteParseok250.0 ms9/9 (100%)Not scoredH1
pdf-parseok2.0 ms0/9 (0%)Not scoredPlain text
LiteParseok53950.0 msNot scoredNot scoredNot scored
pdf-parseok563.0 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.
pdf-parse · text-layer.pdf · raw output

Samples: 69.0 ms, 2.0 ms, 2.0 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 |
pdf-parse · tables.pdf · raw output

Samples: 3.0 ms, 2.0 ms, 1.0 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 |
pdf-parse · ragged-table.pdf · raw output

Samples: 2.0 ms, 2.0 ms, 4.0 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.
pdf-parse · multi-column.pdf · raw output

Samples: 3.0 ms, 3.0 ms, 3.0 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.
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 |
pdf-parse · scanned.pdf · raw output

Samples: 0.0 ms, 0.0 ms, 1.0 ms

<!-- Page 1 -->

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 |
pdf-parse · interleaved-columns.pdf · raw output

Samples: 3.0 ms, 2.0 ms, 2.0 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 -->

![](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

<!-- Page 4 -->

![](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
pdf-parse · nse-market-pulse.pdf · raw output

Samples: 563.0 ms

<!-- Page 1 -->



<!-- Page 2 -->

Market Pulse
September 2026 | Vol. 8, Issue 9
1/327
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-
market-pulse
NATIONAL STOCK EXCHANGE OF INDIA
LIMITED

<!-- Page 3 -->

Market Pulse
September 2026 | Vol. 8, Issue 9
2/327
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.

<!-- Page 4 -->

Market Pulse
September 2026 | Vol. 8, Issue 9
3/327
NSE at a glance
NSE’s positioning and reach
NSE’s global positioning Domestic market share Reach
1 Largest multi-asset class
exchange
3
Third largest equity exchange
by no. of trades (10.6% share
in FY27TD* as per WFE)
1
Largest derivatives exchange by
contracts traded (FY27TD*
share: 50.2% in eq. F&O (WFE)
9 Market capitalization*
*Source: WFE (Data is as of July 2026) * Based on premium turnover
** As of August 31st, 2026
1,330 Trading members
99+% Pin codes covered
13.5 Crore Unique registered PANs
US$99.2bn*
Total passive AUM (domestic
+ global) tracking Nifty
indices
US$5.14trn Market cap of listed entitles
As of August 31st, 2026, unless specified otherwise; *As
of July 31st, 2026.
^Represents the aggregate market value of all equity
shares traded on NSE and units of Listed REITs and
InvITs traded on NSE as on the last trading day of the
relevant period/year
NSE’s contribution to the economy
Catalyst for capital formation SME Listing snapshot Market capitalisation
#Companies including AMCs and ITP listing as of
August 2026
^Represents the aggregate market value of all equity
shares traded on NSE and units of Listed REITs and
InvITs traded on NSE as on the last trading day of the
relevant period/year.
* Market cap to GDP is based on 3M avg. market cap
and nominal GDP for the last four quarters.
#Data for FY27TD is as o August 31st, 2026
Inv
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