MSCI Inc. (MSCI) Earnings Call Transcript & Summary
March 3, 2026
Earnings Call Speaker Segments
Patrick O'Shaughnessy
AnalystsWe will go ahead and get going. Thanks, everybody, for joining us this morning. I'm Patrick O'Shaughnessy, Capital Markets technology analyst here at Raymond James. And up next, we have MSCI. And on their behalf, we have CFO, Andy Wiechmann. Andy, thanks for joining us.
Andrew Wiechmann
ExecutivesOf course. Thank you for having me. Always wonderful to be here, great event, great turnout. So thank you for hosting.
Patrick O'Shaughnessy
AnalystsGreat weather. So format is just going to be Q&A fireside chat. So with that, let's get going. I'll kick things off by diving into the thematic debate around AI disruption risk, shockingly, I'm sure. I think most people would agree that your index franchise has a tremendous moat, but let's touch on your other segments, starting with analytics. How would you frame the moat around your Risk Analytics and Performance Analytics businesses? And as part of that question, how much of those software solutions embed your proprietary data?
Andrew Wiechmann
ExecutivesYes. So -- the -- I'd broaden it actually to proprietary content. So for sure, there's proprietary data, but there are proprietary content elements to many different layers of the analytics services that we deliver that are, for sure, a key part of the differentiation, a key part of that value proposition, a key part of the reason why we are the premium provider of solutions out there among many other reasons. And so maybe I can touch on the proprietary data or content point and then touch on some of the other big differentiators for the services that we have to offer. But on the factor analytics side of the business, the proprietary content is the key there. That is ultimately what clients are licensing, signing up for. There are proprietary risk models in the case of things like our equity analytics, they are deeply embedded in the investment and risk processes of many large financial institutions from asset owners to asset managers, but importantly, the trading community and hedge funds. And so our factors are intimately linked to market movements, intimately linked to capital flows. And so they are something that clients need to have and that is truly proprietary. On the multi-asset class side, we also have private asset risk models or factor models, which are truly unique. Our ability to do that is because we sit on a tremendous amount of -- and a long history of private asset fund performance across private equity, private real estate, private credit, infrastructure. And so we have risk models that cut across all those dimensions that are truly unique in nature and a big differentiator for us on the multi-asset class side. Beyond our factor content that I alluded to on the multi-asset class risk and performance service that we deliver, there are proprietary data and content aspects of many different layers, starting at the client portfolio level. And so part of the service we deliver is we aggregate every position that a financial organization sits on. And so we go through fund admins, custodians, brokers, accounting systems to collect every single position. We house that into a security master, which has unique value, -- it's proprietary security master. And then we tag to each of those security information and asset information, and we're getting that information from a wide range of third-party sources and proprietary sources in certain cases. And we are using many different providers to allow us to validate, standardize assure quality and provide transparency and traceability to underlying asset information. We then have the truly proprietary security level analytics, so security level analytics that sit on top of that, which are things like pricing and yield curves, valuations, cash flow models, prepayment models, Greeks, these are all proprietary security level analytics that underlie our broader analytics services. And then arguably most importantly, are those analytic engines and analytic content that fuel our analytics business. And so I already touched on the factor models and factor analytics, but things like our value at risk, our scenario analysis and covariance matrices, simulations. These are all things that are truly proprietary to us, and they are best-in-class out there. And part of the reason clients rely on them is not only the history, the quality, the stamp of approval you get by working with us, and we've been historically the leader across factor end market risk, but it's also the traceability. And so it's something that is a key input into regulatory processes for many of our clients. They're using it to fulfill their Basel III requirements, UCITS regulation, various other securities regulations out there. And you not only have to be totally confident in the underlying metrics. Otherwise, you are exposed as a client, but you need to be able to defend it oftentimes. And so our ability to trace from the analytic engine and model all the way through to that underlying security in a reliable fashion is a big differentiator. So yes, proprietary content is a big part of what differentiates us on the analytics side. I would also add on top of that, the interoperability of our tools. And so the fact that our analytic tools are built on the same frameworks that our indexes are built on. And so if you're trying to understand a sector exposure, a factor exposure, a climate exposure, a geographic exposure, you're using the same frameworks and language across our risk tools, our factor tools, our indexes, even our ESG and climate tools as well as your private asset portfolios. We also benefit from scale benefits, the fact that clients with $50 trillion -- over $50 trillion of assets are using our enterprise risk and performance tools, which creates a huge opportunity to get unique insights into the market. And so for us, AI is much more of an opportunity set for us. We're extremely excited about the ability to broaden the range of services that we deliver to clients, make their lives more efficient and bring together the wealth of content and capabilities we have across MSCI.
Patrick O'Shaughnessy
AnalystsThat's super helpful. So maybe just to build off of that last point, flipping the AI conversation, what are some of the areas where you see AI is expanding your opportunity set and accelerating your revenue growth?
Andrew Wiechmann
ExecutivesYes. So there's several layers to that. So the foundational layer, I think probably every organization sees this, but there are tremendous productivity benefits to us. And that's not just in our standard functions, every function that every organization is probably benefiting from. But if you think about what we do, it is aggregating, standardizing all the things I talked about in analytics data, running that data through models and then delivering it to clients through various channels. We get enormous productivity benefits, especially in those areas of unstructured, less standardized proprietary data that we sit on. We're seeing dramatic improvements. That frees up additional investment dollars for us. And so we're able to deliver the same attractive margins, profitability growth, but be able to invest a whole lot more in innovation. And so those innovations, we are seeing very exciting breakthroughs in areas like our -- I mean, you've seen it recently, our Index AI insights. We've had our analytics AI insights, things like our asset location or geospatial data sets are purely -- or could not be delivered without native AI functionality and insights. Several of our private asset -- new private asset capabilities are enabled by and driven by AI functionality. And so we are rapidly releasing capabilities that are truly enabled by AI. But the really exciting stuff for me is being able to bring together, and I alluded to this in your first question, bring together the capabilities across the firm to deliver new experiences, new value-add services to clients. And so we'll be coming out with in the near future, a basket builder capability, which you can think of as a natural language interface that allows clients to very quickly and easily develop a basket to achieve their specific objectives. That will then translate through over time into custom indexes. And then we are also being -- underlying that, we are bringing together analytic capabilities together with index capabilities together with sustainability and climate and over time, even private asset insights. And so this vision that we have had as an organization to be able to provide risk and performance within each asset class and across the total portfolio is really coming to life and then the network and ecosystem benefits that can derive from that, that allow you to connect the clients' portfolio to what's going on in the market and allow them to very efficiently achieve their objectives are things that are starting to become tangible and so super exciting for us.
Patrick O'Shaughnessy
AnalystsFocusing now on the index business for a second. You recently extended your ETF licensing agreement with BlackRock. BlackRock represented, I think, around 65% of your total ETF revenue in 2025. How would you characterize MSCI's relationship with BlackRock?
Andrew Wiechmann
ExecutivesI would say it's very strong. It's definitely been super productive. Obviously, the signing of a 10-year agreement with BlackRock, I think, is an indication that we collectively see tremendous value in the franchise that we've built together, but also the opportunity set ahead. And that growth has been really extraordinary in recent years. And we've seen success in not only launching new products, new content areas where we are a source of innovation for them, and they are also a source of intelligence for us around what the market is looking for and where there are opportunities. But we are also having tremendous success creating these very liquid large ecosystems, particularly places like Europe, where we've been seeing tremendous growth in the assets in what is today a smaller ETF market than the U.S., but a market where we have a strong leadership position and a lot of that's together with iShares. And so that success has been very fruitful for both of us. We're very excited about the future here. I mean, just looking at what we've seen over the last 1.5 years, but importantly, the last 2 months. So over the last 2 months within equity ETFs linked to our indexes, we've seen $97 billion of inflows in January and February. That compares to a record level of $67 billion in the fourth quarter. So our prior record was the fourth quarter where we saw $67 billion of inflows into equity ETFs linked to our indexes. We've already seen through January and February of this year, $97 billion. And a lot of that is BlackRock. For sure, it's broader partners that we work with, but there is tremendous, tremendous opportunity to continue to build these franchises in markets, and we see a long trajectory of upside.
Patrick O'Shaughnessy
AnalystsThat's a very helpful data point. And I think kind of building off of that, I think last year, inflows were a 12% tailwind to linked ETF assets. And it sounds like this year, 2026 is off to a great start as well. How do you think about MSCI's role in driving those inflows versus BlackRock versus the macro?
Andrew Wiechmann
ExecutivesYes. So -- we play an integral role in driving those inflows. It's why ETF partners view us as a revenue center for them. Ultimately, the value we bring is we're helping them to attract assets, and we're helping them to attract assets that are willing to pay an outsized fee. And so the way we do that is a few fold. One is being that common language that is used within the investment industry, namely among the world's biggest institutions, they are using our indexes as their policy benchmarks. So they're using those indexes to do their asset allocation, measure the performance of those allocations. And so naturally, the investment community and assets are going to be tracked along those same dimensions, which naturally fuels demand for tradable products and ETFs linked to those same frameworks. Similarly, you have the managers that are then benchmarked against those indexes. And so for active management use cases, having the products linked to those underlying benchmarks is a critical differentiator. It's also, as I alluded to, driving innovation in new growth areas. So it's been, over time, fueling the growth of sustainability and climate strategies, where you've seen tremendous growth over the last 5 years. Factor, as I was talking about earlier. So our Factor Franchise is tremendous, and that's one that ETF providers are very eager to work with us to license factor products, increasingly custom indexes and the reason why ETF providers want to work with us on the custom index side, is not only because we have the highest quality flexibility, institutional-grade frameworks and reliability that fulfill very strongly all regulatory requirements, but it's because they are built on those same dimensions and frameworks that I was alluding to earlier. And then we've been also very rapidly developing 2 additional ecosystems that feed the ETF market. One is the wealth industry. So as we continue to license wealth managers to use our indexes and model portfolio construction, that feeds downstream ETF usage, but then also the trading ecosystem. So as we are increasingly licensing index content and indexes to market makers, hedge funds, broker-dealers, they are increasingly developing over-the-counter products, which naturally feed the listed products, both ETFs and futures. And so we are continuing to fuel for our ETF partners this rich ecosystem around the indexes. And so for sure, we rely heavily on our ETF partners for distribution, their knowledge, their insights, but we are continually bringing value to them and view that as a key part of the growth opportunity ahead of us.
Patrick O'Shaughnessy
AnalystsDoes MSCI have the ability to diversify its ETF partners? And if you do, is that really a desired outcome? Or are you pretty comfortable with your existing relationships?
Andrew Wiechmann
ExecutivesSo we're always looking to maximize the ETF franchise that is out there. And that means not only fueling the very strong mutualistic relationships with players like BlackRock, but a long tail of most of the major ETF providers out there we are actively working with. And they -- for the reasons I just highlighted, are eager to do more with us. And we're continuing to find new partners from time to time. One of the things that's been so exciting about evolutions in the investment industry as well as tradable products as well as the ETF industry is this move towards systematic investing towards custom products, custom indexes. And so that creates opportunities for many different ETF providers to differentiate, launch new products, create new franchises -- and so we are actively in dialogue with a wide range of ETF providers. And our goal ultimately is to maximize that ecosystem around our indexes, and that means at times working with a wide range of providers. We are very intentional and thoughtful about who we work with, where to make sure that we are creating those liquid ecosystems, differentiated products in the market that benefit not only us, but our ETF partners. And so it is something we continually focus on, but believe there's a big opportunity to work across a wide range of participants.
Patrick O'Shaughnessy
AnalystsOne area where your indexing franchise has seen a bit slower growth has been futures and options and licensing to futures and options exchanges. And that would stand in contrast to like S&P, for example, which is seeing great volumes in the SPX. Are there levers that MSCI can pull to reignite futures and options volume growth?
Andrew Wiechmann
ExecutivesYes. So you're right. The growth has been relatively flat for the last couple of years. If you look at where we are relative to 10 years ago, we're quite a bit, quite a bit bigger. And you've definitely seen not only more run rate, but more notional -- outstanding notional interest of listed derivatives contracts, but higher volumes. It has been, as I alluded to, relatively flat for the last couple of years. And if you look at where we are relative to some of the other players out there, you mentioned one of them, but even some of the smaller players have very liquid, robust, healthy contracts -- or sorry, franchises around their leading indexes. I think there's additional upside or there is definitely significant upside to what we can do within futures and options. A couple of things to highlight. While volumes have been relatively constant, you have continued to see the OI continue to grow. So that notional I alluded to, continues to hit record levels. And so there is more and more contract usage out there. You see the liquidity removers, so asset owners, asset managers increasingly focused on using these derivatives as parts of their investment processes. We are actively, as I alluded to earlier, trying to fuel the trading ecosystem. And so as we continue to see the development of the over-the-counter markets in derivatives, that should feed the listed markets. So that is something we're actively working on. We are continuing to work with our exchange partners to get them to proactively work with their trading partners to figure out how they can optimize and make money around our index franchises. And related to that, you saw us launch options contracts with New York Stock Exchange/ICE, where we've been tremendously successful on the futures front. There are cross-margining benefits between futures and options as well as the established trading community around the ICE futures that should create opportunities on the options side. And so there are a number of areas where we do see upside. It takes time. It takes work. It takes concerted partnership with exchanges in the trading community, but it's one that should have enormous potential over time.
Patrick O'Shaughnessy
AnalystsAnd then shifting a little bit to the Index Subscription side of things. You've been seeing mid-teens run rate growth in custom indexes. What are some of the underlying factors driving that growth?
Andrew Wiechmann
ExecutivesYes. So it's been a particularly exciting area for us. We do believe it's a key growth area for our index franchise, but also the broader MSCI franchise over time. I alluded to the basket builder functionality that we're coming out with, which is closely linked to custom indexes. But the thing that -- there have been a number of dimensions that have been fueling the growth recently. In recent quarters, particularly the fourth quarter, we saw tremendous traction licensing custom index content sets, in particular to hedge funds and the trading communities. Related to that, we've had tremendous success licensing custom indexes for things like over-the-counter derivatives, index-linked total return swaps structured products. But even within the more traditional active management process, we are seeing clients that are interested in creating custom index custom benchmarks, especially as they move increasingly into systematic strategies. A custom index cannot only be a benchmark for them with that unique custom strategy, but it can also be a key ingredient into those strategies. And so I'd say the overarching theme that is driving the demand for custom indexes is this move towards personalized rules-based systematic investment portfolios, where an index is a very efficient and effective tool that can be used to underlie that. You obviously see it very directly in areas like direct indexing and model portfolios on the wealth side, you see it in insurance companies, who are creating things like fixed index annuities. And so there's a wealth of opportunities for us across the Custom Index opportunity. It's the reason why it's been the #1 investment area for us, and we have a long trajectory of innovations and new capabilities that we're going to be releasing that should further unlock that opportunity set for us.
Patrick O'Shaughnessy
AnalystsTraditional asset managers are still the largest client end segment or end market within your index segment and growth with those clients seems to have stabilized, if not modestly accelerated in recent quarters. How would you characterize or frame the health of that end market right now?
Andrew Wiechmann
ExecutivesYes. So -- I'd say we've -- as you alluded to, we've seen modest acceleration in growth with those traditional active managers. I would say there is, for sure, an element of innovation enhancements that we've been making. You've heard us talk a lot about the pace of new product introductions, the innovation, the enhancements and services we're delivering to clients. That definitely helps with some of the momentum that we've been seeing with active managers. There's likely -- it's tough to be scientific about this, but there are likely elements of the overall market momentum, the market levels that feed into client confidence, more favorable outlooks by these organizations. Ultimately, confidence is what feeds into buying decisions. And so there's definitely been some environmental benefits that are feeding through. And there were also some cyclical dynamics. You've seen rotations into international investing. We talked about this on the earnings call. Henry highlighted this really over the last 1.5 years. And as I was commenting earlier, over the last -- even last couple of months and the fourth quarter, we've seen extraordinary flows into international exposure strategies, funds. That is an area where we are a leader and have a natural leadership footprint. And so around the margins, that is something where at the very least, our content is adding more value to organizations that are already licensing it, but it does create opportunities for us to potentially license more to those organizations as well. And so there are environmental factors that are helpful, but there's definitely elements of -- and this is probably the primary factor, the innovation and new product introductions that we've been making and we see ourselves as playing a critical role in helping many of these active organizations transform their businesses to those models of the future, which relate to those more personalized systematic strategies. And so many of the innovations we're coming out with around things like active ETFs, more broadly Custom Indexes, additional content modules that give our clients insights into markets and where markets are moving are things that should be helpful on that journey. And so it's a very important client segment, as you know, across a number of dimensions, but we do see opportunity to do more with them over time.
Patrick O'Shaughnessy
AnalystsAnd then I think another interesting opportunity for MSCI right now is private assets indexing. I guess, the private asset space more broadly, but in particular, I think there are a lot of serious competitors kind of going after that space. What is MSCI's right to win to build out private Asset Indexes?
Andrew Wiechmann
ExecutivesYes. So it is hugely a greenfield opportunity for us, and it's a massive one. We have a very strong, well-established position with providing private asset tools and insights today. But things like indexes, more advanced analytics, insights into evaluated pricing, liquidity, market dynamics, those are at the cusp of being unlocked. And so just to provide some foundational overview as to what we do in the private markets today, we are -- on the private capital solutions side, we are generally acting on behalf of the world's largest LPs. So we're a service that LPs sign up for. And when they sign up for our service, they basically tell the GPs so the manager send every communication that you would send to me to MSCI. And so we get every fund document, every communication, every performance report that they would send to the LPs to us. Using that information, we can calculate for the LP. Here's the performance across the 100 funds that you've invested in. Here's what is in those funds and then start to do the analysis, and this is where the upside is on what is in those funds, what's in their portfolio. So what is your exposure to certain sectors? What's your exposure to VC? What's your exposure to technology to certain geographies in a consistent fashion. Then you can start to do analytics on top of that. So what is driving the performance of my portfolio? What are the risks that I'm taking? What is the value that a manager is providing to me? And that all serves as a foundation to your point, to start to provide real performance benchmarks. So here's how the market is performing, here's how I'm performing relative to the market and then create things like tradable indexes around that. And so our -- I wouldn't call it necessarily a right to win because we need to do a lot. We need to move quickly. As you said, there are a lot of participants moving into the market, but we are very uniquely positioned because we have the best data, historical data and current data that we are getting at a fund level, cash flow level, but also asset level information. We're getting it as fast as anyone, if not faster than almost everyone out there, and it's the highest quality data. We are also, as you all know, deeply embedded within the largest LPs. They are using us already for their -- as I was talking about on analytics, where they're using us for their total portfolio risk. And so they're already thinking in terms of MSCI frameworks, but they're also using us for their public equity benchmarks, where we are their policy benchmarks. And so we are a natural partner for them as they start to think about more robust benchmarking of the private asset space. You then have to -- related to that, think about the interoperability of our tools. So the fact that these insights, these frameworks, these indexes are built on the same risk models, the same sustainability and climate insights as the broader range of tools that we are providing. And so we are very confident we've got the ingredients, we've got the footprint, and we are in the process of evangelizing the industry, and we're getting nice traction. We have to move quickly. But we think there's a tremendous, tremendous opportunity on the private asset side for us to be a leader in providing not only those insights, those analytics, but also things like benchmarks and market tools for the investment community.
Patrick O'Shaughnessy
AnalystsThat all makes sense. And then maybe as we wrap-up here, just what are some of the key messages that you want to make sure people walk away with?
Andrew Wiechmann
ExecutivesYes. I mean we are -- a couple of things that I would highlight. We are at an extremely exciting point in MSCI's evolution, where we have, we believe, most of the content, the capabilities that we need to revolutionize how investors invest, how they achieve their objectives efficiently, especially as the world moves towards systematic investing. And AI is something that is allowing us to unlock that opportunity. It's unlocking additional data and insights into what we do. But as I said earlier, it's bringing together the capabilities that we have across the firm into these very unique workflows and services that can revolutionize the investment process. So it's an extremely, extremely exciting time for us. We see tremendous upside and opportunity across a number of dimensions. Patrick, if you don't mind, I just want to sneak in a quick modeling point here as well as time winds down. So I think you're aware, we do have seasonality in our expenses. The first quarter tends to be a period of elevated adjusted EBITDA expenses related to bonus payments, benefit-related expenses, payroll-related expenses, which tend to be elevated in the first quarter. We also had this first quarter elevated stock-based compensation expenses. And so if you're looking at the comparison to the fourth quarter adjusted EBITDA expenses, the first quarter adjusted EBITDA expenses are likely to be in the range of $30 million to $35 million higher than those adjusted EBITDA expenses in the fourth quarter. No change to full year expense guidance, continue to be confident in the overall expense trajectory and tremendous operating leverage in the business, but just wanted to point out that one modeling point.
Patrick O'Shaughnessy
AnalystsAll right. Well, we'll all update our Excel models accordingly. Thank you very much.
Andrew Wiechmann
ExecutivesThanks for having us. Appreciate that.
Patrick O'Shaughnessy
AnalystsThanks, everybody.
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