Independent research on the U.S. markets, Baptista Research

Baptista Research

Independent research on the U.S. markets

Baptista Research is an independent financial research house focused on the U.S. markets. We provide equity research as well as credit research reports on the top-listed U.S. companies with most of our focus on technology, consumer goods and services, automobiles, industrials, oil and gas, pharma, and healthcare. Our research has served more than 3000 institutional investors including mutual funds, hedge funds, banks, family offices, and various buy-side firms. We operate a research subscription service where institutions, as well as retail investors, can have priority access to all our research. We also have a wide distribution of our research reports across some of the top global financial platforms. Apart from equity research and credit research, we also provide advisory services with respect to mergers & acquisitions (M&A), private equity/ venture capital fundraising, valuation reports, and investment management services for corporates.
Baptista Research is owned and managed by Ishan Majumdar, an ex-Venture Capitalist/ Investment Banker, a Chartered Accountant, and a Masters’ degree holder in Management from HEC Paris. Ishan has nearly a decade of experience in Mergers and Acquisitions, Leveraged Buyouts (LBOs), Venture Capital Investing, Corporate Strategy, and Valuation in front-office roles at the likes of BNP Paribas CIB, Credit Agricole CIB, Groupe Danone, and TIW Private Equity. He has worked on and closed multiple acquisition deals, leveraged buyouts, and start-up investment transactions.

Equity Bottom-Up

<ul><li>Pure Storage, a company specializing in data storage solutions, exhibited commendable performance in the second quarter of fiscal year 2026, surpassing revenue and operating profit projections.</li><li>The revenue for the quarter was $861 million, marking a 13% year-over-year rise, and the operating profit stood at $130 million, translating to an operating margin of 15.1%.</li><li>Significant revenue contributions came from large enterprises, alongside continued momentum in FlashBlade, Cloud Block Store, and Evergreen//One services.</li></ul>

Pure Storage, a company specializing in data storage solutions, exhibited commendable performance in the second quarter of fiscal year 2026, surpassing revenue and operating profit projections.The revenue for the quarter was $861 million, marking a 13% year-over-year rise, and the operating profit stood at $130 million, translating to an operating margin of 15.1%.Significant revenue contributions came from large enterprises, alongside continued momentum in FlashBlade, Cloud Block Store, and Evergreen//One services.

Pure Storage’s All-Flash Advantage: Why Hyperscalers Like Meta Are Betting Big!

Smartkarma AI, Smartkarma

αSK

Smartkarma AI

Smartkarma

Smartkarma unites the fragmented investment industry, connecting institutional investors, independent research providers, and corporates within a single network.

Research Reinvented

<ul>
  <li>Pure Storage is a leading provider of all-flash data storage solutions, well-positioned to capitalize on favorable secular trends such as the exponential growth of data, the increasing adoption of AI and big data analytics, and the shift towards cloud and hybrid-cloud environments.</li>
  <li>The company's subscription-based revenue model, particularly its Evergreen Storage program, provides a recurring and predictable revenue stream, enhances customer retention, and reduces the volatility associated with hardware sales cycles.</li>
  <li>While facing intense competition from established players and the risks of rapid technological change, Pure Storage's focus on innovation, simplicity, and energy-efficient solutions provides a strong competitive advantage.</li>
</ul><p><em>This content is AI-generated and displayed for general informational purposes only. Please verify independently before use.</em></p>


  Pure Storage is a leading provider of all-flash data storage solutions, well-positioned to capitalize on favorable secular trends such as the exponential growth of data, the increasing adoption of AI and big data analytics, and the shift towards cloud and hybrid-cloud environments.
  The company's subscription-based revenue model, particularly its Evergreen Storage program, provides a recurring and predictable revenue stream, enhances customer retention, and reduces the volatility associated with hardware sales cycles.
  While facing intense competition from established players and the risks of rapid technological change, Pure Storage's focus on innovation, simplicity, and energy-efficient solutions provides a strong competitive advantage.
This content is AI-generated and displayed for general informational purposes only. Please verify independently before use.

Primer: Pure Storage Inc (PSTG US) - Sep 2025

US-EU Index Rebalances / Quantitative Researcher, ORTEX

Dimitris Ioannidis

US-EU Index Rebalances / Quantitative Researcher

Global Financial Data and Analytics Platform

ORTEX

ORTEX is a global financial data and analytics platform providing real-time securities lending and short interest data, index rebalance data, holdings and insider transactions, trading signals, corporate actions and news,  stock machine learning and factor scores and other analytics. The majority of the data are downloadable and accessible through APIs.

Index Rebalance

<ul>
<li>Index Committee's discretion decreases the predictability of index changes. Even when a company passes all eligibility criteria and thresholds, it might still not be selected.</li>
<li>Understanding triggers for index changes, types of additions/deletions and selection patterns, narrows down the pool of candidates and increases conviction of forecasts.</li>
<li>
<a href="https://www.smartkarma.com/entities/dell-technologies-inc" target="_blank" data-smartkarma-citation="entities:32189:1" rel="noopener">Dell Technologies (DELL US)</a> is currently the main candidate to be added by transition to the S&amp;P 500 in September 2024 Quarterly Rebalance.</li>
</ul>


Index Committee's discretion decreases the predictability of index changes. Even when a company passes all eligibility criteria and thresholds, it might still not be selected.
Understanding triggers for index changes, types of additions/deletions and selection patterns, narrows down the pool of candidates and increases conviction of forecasts.

Dell Technologies (DELL US) is currently the main candidate to be added by transition to the S&amp;P 500 in September 2024 Quarterly Rebalance.


S&P 500 / S&P 1500: Deriving Forecasts & First Prediction for September

<ul>
<li>
<a href="https://www.smartkarma.com/entities/marvell-technology-inc" target="_blank" data-smartkarma-citation="entities:15837:1" rel="noopener">Marvell Technology (MRVL US)</a> became eligible at the last minute for S&amp;P500 inclusion in the December 2025 review, following positive Q3 earnings.</li>
<li>
<a href="https://www.smartkarma.com/entities/marvell-technology-inc" target="_blank" data-smartkarma-citation="entities:15837:1" rel="noopener">Marvell Technology (MRVL US)</a> experienced a significant turnaround in profitability in the last year, but its latest earnings are driven by non-operational activity.</li>
<li>The company's market cap and other eligibility metrics are estimated to place it among the top addition candidates for S&amp;P500 with a higher chance of inclusion in 2026.</li>
</ul>



Marvell Technology (MRVL US) became eligible at the last minute for S&amp;P500 inclusion in the December 2025 review, following positive Q3 earnings.

Marvell Technology (MRVL US) experienced a significant turnaround in profitability in the last year, but its latest earnings are driven by non-operational activity.
The company's market cap and other eligibility metrics are estimated to place it among the top addition candidates for S&amp;P500 with a higher chance of inclusion in 2026.


Marvell Technology (MRVL US): Heroic Earnings Unlock S&P500 Eligibility

Index Rebalance and Special Situations Coverage, Quiddity Advisors

Anjana Amarasuriya

Index Rebalance and Special Situations Coverage

Quiddity Advisors

Pan-Asia Catalysts/Events

<ul><li>The SP 500 index tracks the 500 largest names listed in the US and it is one of the most highly-tracked indices in the world.</li><li>In this insight, we take a look at the upcoming constituent changes in the run up to the December 2025 index rebal event.</li><li>The index changes for the December 2025 rebal will be based on the open of 3rd December 2025 and announced after the close of 5th December 2025.</li></ul>

The SP 500 index tracks the 500 largest names listed in the US and it is one of the most highly-tracked indices in the world.In this insight, we take a look at the upcoming constituent changes in the run up to the December 2025 index rebal event.The index changes for the December 2025 rebal will be based on the open of 3rd December 2025 and announced after the close of 5th December 2025.

Quiddity Leaderboard SP500/600 Dec25 Rebal: Last Minute Surprise in The Leading Names

United States

Pure Storage, Inc. provides enterprise storage solutions. The Company offers flash enterprise arrays for high performance workloads, including server consolidation, virtualization desktop, database, and cloud computing. Pure Storage serves customers throughout the United States.

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Pure Storage Inc (PSTG US)

Pure Storage’s All-Flash Advantage: Why Hyperscalers Like Meta Are Betting Big!

Pure Storage, a company specializing in data storage solutions, exhibited commendable performance in the second quarter of fiscal year 2026,...

Baptista Research

Primer: Pure Storage Inc (PSTG US) - Sep 2025

Pure Storage is a leading provider of all-flash data storage solutions, well-positioned to capitalize on favorable secular trends such as the...

αSK

S&P 500 / S&P 1500: Deriving Forecasts & First Prediction for September

S&P Index Committee's discretion reduces predictability of index changes. Identifying patterns and types of changes, narrows down the addition...

Dimitris Ioannidis

Marvell Technology (MRVL US): Heroic Earnings Unlock S&P500 Eligibility

MRVL is labelled bullish for index rebalance but bearish in fundamentals following the fourth consecutive positive earnings and high price-to...

Dimitris Ioannidis

Quiddity Leaderboard SP500/600 Dec25 Rebal: Last Minute Surprise in The Leading Names

SP500 rankings will be decided at today's open and announced on 5 December after the close. We see $100bn to trade across the SP500 complex. Kalshi...

Anjana Amarasuriya

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Pure Storage’s All-Flash Advantage: Why Hyperscalers Like Meta Are Betting Big!

Pure Storage, a company specializing in data storage solutions, exhibited commendable performance in the second quarter of fiscal year 2026,...

Baptista Research

Primer: Pure Storage Inc (PSTG US) - Sep 2025

Pure Storage is a leading provider of all-flash data storage solutions, well-positioned to capitalize on favorable secular trends such as the...

αSK

S&P 500 / S&P 1500: Deriving Forecasts & First Prediction for September

S&P ​Index Committee's discretion reduces predictability of index changes. Identifying patterns and types of changes, narrows down the addition...

Dimitris Ioannidis

Marvell Technology (MRVL US): Heroic Earnings Unlock S&P500 Eligibility

MRVL is labelled bullish for index rebalance but bearish in fundamentals following the fourth consecutive positive earnings and high price-to...

Dimitris Ioannidis

Quiddity Leaderboard SP500/600 Dec25 Rebal: Last Minute Surprise in The Leading Names

SP500 rankings will be decided at today's open and announced on 5 December after the close. We see $100bn to trade across the SP500 complex. Kalshi...

Anjana Amarasuriya

S&P Index Committee's discretion reduces predictability of index changes. Identifying patterns and types of changes, narrows down the addition...