The following discussion and analysis of the financial condition and results
of operations should be read in conjunction with the condensed consolidated
financial statements and related notes included elsewhere in this Form 10-Q and
in our Annual Report on Form 10-K for the fiscal year ended December 31, 2019
(the "Form 10-K"). This discussion contains forward-looking statements that
involve risks and uncertainties. Our actual results could differ materially from
those discussed below. Factors that could cause or contribute to such
differences include, but are not limited to, those identified below and those
discussed in "Item 1A.-Risk Factors," in our Form 10-K.

Except as the context otherwise indicates, the terms "MSCI," the "Company," "we," "our" and "us" refer to MSCI Inc., together with its subsidiaries.

Overview





We are a leading provider of critical decision support tools and services for
the global investment community. Leveraging our knowledge of the global
investment process and our expertise in research, data and technology, our
actionable solutions1 power better investment decisions by enabling our clients
to understand and analyze key drivers of risk and return and confidently and
efficiently build more effective portfolios.



Investors all over the world use our tools and services to gain insight and
improve transparency throughout their investment processes, including to help
define their investment universe, inform and analyze their asset allocation and
portfolio construction decisions, measure and manage portfolio performance and
risk, conduct performance attribution, implement sustainable and other
investment strategies, design and issue ETFs and other index-enabled financial
products, and facilitate reporting to stakeholders.



Our industry-leading, research-enhanced products and services include indexes;
portfolio construction and risk management analytics; ESG research and ratings;
and real estate benchmarks, return-analytics and market insights. Through our
integrated franchise we provide solutions across our products and services to
support our clients' dynamic and complex needs. We are flexible in the delivery
of our content and capabilities, much of which can be accessed by our clients
through multiple channels and platforms.



We are focused on staying at the forefront of investment trends to address the evolving needs of our clients in a changing industry. In order to most effectively serve our clients, we are committed to driving an integrated solutions-based approach, achieving service excellence, enhancing our differentiated research and content, and delivering flexible, cutting-edge technology and platforms.

Our clients comprise a wide spectrum of the global investment industry and include the following key client types:

• Asset owners (pension funds, endowments, foundations, central banks,

sovereign wealth funds, family offices and insurance companies)

• Asset managers (institutional funds and accounts, mutual funds, hedge

funds, ETFs, insurance products, private banks and real estate investment

trusts)

• Financial intermediaries (banks, broker-dealers, exchanges, custodians,


        trust companies and investment consultants)


  • Wealth managers (including an increasing number of "robo-advisors")


As of September 30, 2020, we served over 7,900 clients in more than 90
countries. To calculate the number of clients, we use the shipping address of
the ultimate customer utilizing the product, which counts affiliates, user
locations or business units within a single organization as separate clients. If
we aggregate all related clients under their respective parent entity, the
number of clients would be over 4,300, as of September 30, 2020. As of
September 30, 2020, we had offices in more than 30 cities across more than 20
countries to help serve our diverse client base, with 47.1% of our revenues
coming from clients in the Americas, 36.9% in EMEA and 16.0% in Asia and
Australia.

Our principal business model is generally to license annual, recurring
subscriptions for the majority of our Index, Analytics and ESG products and
services for a fee due in advance of the service period. We also license annual
recurring subscriptions for the majority of our Real Estate products for a fee
which is primarily paid in arrears after the product is delivered, with the
exception of the Market Information product for which the fees are generally
paid in advance. A portion of our fees comes from clients who use our indexes as
the basis for index-linked investment products. Such fees are primarily based on
a client's assets under management ("AUM"), trading volumes and fee levels.




1 The term "solutions" as used throughout this Quarterly Report on Form 10-Q


   refers to the use of our products or services by our clients to help them
   achieve their objectives.


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In evaluating our financial performance, we focus on revenue and profit growth,
including results accounted for under accounting principles generally accepted
in the United States ("GAAP") as well as non-GAAP measures, for the Company as a
whole and by operating segment. In addition, we focus on operating metrics,
including Run Rate, subscription sales and Retention Rate, to manage the
business. Our business is not highly capital intensive and, as such, we expect
to continue to convert a high percentage of our profits into excess cash in the
future. Our growth strategy includes: (a) expanding leadership in
research-enhanced content, (b) strengthening existing and new client
relationships by providing solutions, (c) improving access to our solutions
through cutting-edge technology and platforms, (d) expanding value-added service
offerings and (e) executing strategic relationships and acquisitions with
complementary content and technology companies.

In the discussion that follows, we provide certain variances excluding the
impact of foreign currency exchange rate fluctuations. Foreign currency exchange
rate fluctuations reflect the difference between the current period results as
reported compared to the current period results recalculated using the foreign
currency exchange rates in effect for the comparable prior period. While
operating revenues adjusted for the impact of foreign currency fluctuations
includes asset-based fees that have been adjusted for the impact of foreign
currency fluctuations, the underlying AUM, which is the primary component of
asset-based fees, is not adjusted for foreign currency fluctuations.
Approximately two-thirds of the AUM are invested in securities denominated in
currencies other than the U.S. dollar, and accordingly, any such impact is
excluded from the disclosed foreign currency-adjusted variances.



The discussion of our results of operations for the three and nine months ended
September 30, 2020 and 2019 are presented below. The results of operations for
interim periods may not be indicative of future results.





Results of Operations

The following table presents the results of operations for the periods
indicated:



                                      Three Months Ended                          Nine Months Ended
                                         September 30,                              September 30,
                                      2020          2019                        2020            2019          % Change
                                                           (in thousands, except per share data)
Operating revenues                  $ 425,333     $ 394,251         7.9 %    $ 1,251,729     $ 1,151,190            8.7 %
Operating expenses:
Cost of revenues                       70,704        70,486         0.3 %        215,769         224,807           (4.0 %)
Selling and marketing                  52,668        52,107         1.1 %        159,834         159,812            0.0 %
Research and development               24,901        24,310         2.4 %         73,997          71,234            3.9 %
General and administrative             27,613        26,559         4.0 %         86,755          80,434            7.9 %

Amortization of intangible assets 14,333 12,361 16.0 %

       42,171          36,167           16.6 %
Depreciation and amortization of
property,
  equipment and leasehold
improvements                            7,494         7,209         4.0 %         22,524          22,464            0.3 %
Total operating expenses              197,713       193,032         2.4 %        601,050         594,918            1.0 %
Operating income                      227,620       201,219        13.1 %        650,679         556,272           17.0 %
Other expense (income), net            38,577        32,471        18.8 %        159,620          99,487           60.4 %
Income before provision for income
taxes                                 189,043       168,748        12.0 %        491,059         456,785            7.5 %
Provision for income taxes              6,685        31,765       (79.0 %)        45,453          15,920          185.5 %
Net income                          $ 182,358     $ 136,983        33.1 %    $   445,606     $   440,865            1.1 %

Earnings per basic common share $ 2.18 $ 1.62 34.6 %

$      5.30     $      5.21            1.7 %

Earnings per diluted common share $ 2.16 $ 1.60 35.0 %

$      5.26     $      5.15            2.1 %

Operating margin                         53.5 %        51.0 %                       52.0 %          48.3 %




Operating Revenues

Our revenues are grouped by the following types: recurring subscriptions,
asset-based fees and non-recurring. We also group revenues by major product or
reportable segment as follows: Index, Analytics and All Other, which includes
the ESG and Real Estate product lines.

                                       26

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The following table presents operating revenues by type for the periods
indicated:



                                     Three Months Ended                            Nine Months Ended
                                        September 30,                                September 30,
                                     2020          2019         % Change         2020            2019          % Change
                                                                      (in thousands)
Recurring subscriptions            $ 313,190     $ 288,108            8.7 %   $   927,499     $   859,621            7.9 %
Asset-based fees                     100,371        96,013            4.5 %       288,642         265,554            8.7 %
Non-recurring                         11,772        10,130           16.2 %        35,588          26,015           36.8 %

Total operating revenues           $ 425,333     $ 394,251            7.9 %   $ 1,251,729     $ 1,151,190            8.7 %




Total operating revenues for the three months ended September 30, 2020 increased
7.9% to $425.3 million compared to $394.3 million for the three months ended
September 30, 2019. Adjusting for the impact of foreign currency exchange rate
fluctuations, the increase would have been 7.5% for the three months ended
September 30, 2020 compared to the three months ended September 30, 2019.

For the nine months ended September 30, 2020, the increase was 8.7%, growing to
$1,251.7 million compared to $1,151.2 million for the nine months ended
September 30, 2019. The impact of foreign currency exchange rate fluctuations on
total operating revenues was negligible.

As a result of the impact of the COVID-19 pandemic, growth in operating revenues
from recurring subscriptions may moderate in the near term. In addition, the
volatility in the global equity markets may adversely impact AUM levels which in
turn may impact future operating revenues from asset-based fees.

Operating revenues from recurring subscriptions for the three months ended
September 30, 2020 increased 8.7% to $313.2 million compared to $288.1 million
for the three months ended September 30, 2019, primarily driven by growth in
Index products, which increased $13.0 million, or 9.7%, growth in ESG products,
which increased $5.6 million, or 24.8%, and growth in Analytics products, which
increased $4.1 million, or 3.4%. Adjusting for the impact of foreign currency
exchange rate fluctuations, the increase would have been 8.2% for the three
months ended September 30, 2020 compared to the three months ended September 30,
2019.

For the nine months ended September 30, 2020, the increase was 7.9%, growing to
$927.5 million compared to $859.6 million for the nine months ended
September 30, 2019, primarily driven by growth in Index products, which
increased $38.4 million, or 9.8%, growth in ESG products, which increased $13.9
million, or 21.4%, and growth in Analytics products, which increased $12.6
million, or 3.5%. The impact of foreign currency exchange rate fluctuations on
revenues from recurring subscriptions was negligible.

Operating revenues from asset-based fees for the three months ended
September 30, 2020 increased 4.5% to $100.4 million compared to $96.0 million
for the three months ended September 30, 2019. The increase in asset-based fees
was primarily driven by an increase in revenues from ETFs linked to MSCI indexes
and non-ETF indexed funds linked to MSCI indexes. The increase in revenues from
ETFs linked to MSCI indexes was driven by a 10.2% increase in average AUM in
equity ETFs, partially offset by the impact of a change in product mix. Revenue
growth from non-ETF indexed funds linked to MSCI indexes was primarily driven by
an increase in average AUM. The impact of foreign currency exchange rate
fluctuations on revenues from asset-based fees was negligible.

For the nine months ended September 30, 2020, revenues from asset-based fees
increased 8.7% to $288.6 million compared to $265.6 million for the nine months
ended September 30, 2019. The increase in asset-based fees was primarily driven
by a strong increase in revenues from exchange traded futures and options
contracts linked to MSCI indexes, primarily driven by price and volume
increases. The increase was also driven by higher revenues from non-ETF indexed
funds linked to MSCI indexes, primarily driven by an increase in average AUM.
The impact of foreign currency exchange rate fluctuations on revenues from
asset-based fees was negligible.

                                       27

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The following table presents the value of AUM in equity ETFs linked to MSCI
indexes and the sequential change of such assets as of the end of each of the
periods indicated:



                                                                             Period Ended
                                                             2019                                            2020
                                       March       June        September       December       March        June        September
(in billions)                           31,         30,           30,            31,           31,          30,           30,
AUM in equity ETFs linked to MSCI
indexes(1), (2), (3)                  $ 802.2     $ 819.3     $     815.0

$ 934.4 $ 709.5 $ 825.4 $ 908.9



Sequential Change in Value
Market Appreciation/(Depreciation)    $  78.3     $  14.9     $      (9.2 )   $     63.5     $ (216.5 )   $ 117.4     $      57.0
Cash Inflows                             28.3         2.2             4.9           55.9         (8.4 )      (1.5 )          26.5
Total Change                          $ 106.6     $  17.1     $      (4.3 )   $    119.4     $ (224.9 )   $ 115.9     $      83.5

The following table presents the average value of AUM in equity ETFs linked to MSCI indexes for the periods indicated:





                                                       2019                                           2020
(in billions)                    March       June        September       December       March       June        September
AUM in equity ETFs linked to
MSCI indexes(1), (2), (3)
Quarterly average               $ 766.0     $ 811.4     $     810.9     $    869.1     $ 877.1     $ 776.9     $     893.4
Year-to-date average            $ 766.0     $ 788.7     $     796.1     $    814.4     $ 877.1     $ 827.0     $     849.1

(1) The historical values of the AUM in equity ETFs linked to our indexes as of

the last day of the month and the monthly average balance can be found under

the link "AUM in equity ETFs Linked to MSCI Indexes" on our Investor

Relations homepage at http://ir.msci.com. This information is updated

mid-month each month. Information contained on our website is not

incorporated by reference into this Quarterly Report on Form 10-Q or any

other report filed with the SEC. The AUM in equity ETFs also includes AUM in

Exchange Traded Notes, the value of which is less than 1.0% of the AUM

amounts presented.

(2) The values for periods prior to April 26, 2019 were based on data from

Bloomberg and MSCI, while the values for periods on or after April 26, 2019

were based on data from Refinitiv and MSCI. De minimis amounts of data are

reported on a delayed basis.

(3) The value of AUM in equity ETFs linked to MSCI indexes is calculated by


    multiplying the equity ETF net asset value by the number of shares
    outstanding.




The average value of AUM in equity ETFs linked to MSCI equity indexes for the
three months ended September 30, 2020 was $893.4 billion, up $82.5 billion, or
10.2%, from $810.9 billion for the three months ended September 30, 2019. For
the nine months ended September 30, 2020, it was $849.1 billion, up $53.0
billion, or 6.7%, from $796.1 billion for the nine months ended September 30,
2019.


Non-recurring revenues for the three months ended September 30, 2020 increased 16.2% to $11.8 million compared to $10.1 million for the three months ended September 30, 2019, primarily driven by growth in Index products, which increased $0.9 million, or 11.5%.





For the nine months ended September 30, 2020, the increase was 36.8%, growing to
$35.6 million compared to $26.0 million for the nine months ended September 30,
2019, primarily driven by growth in Index products, which increased $8.6
million, or 45.4%.

                                       28

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The following table presents operating revenues by reportable segment and revenue type for the periods indicated:





                                     Three Months Ended                            Nine Months Ended
                                        September 30,                                September 30,
                                     2020          2019         % Change         2020            2019          % Change
                                                                      (in thousands)
Operating revenues:
Index
Recurring subscriptions            $ 146,387     $ 133,403            9.7 %   $   431,631     $   393,222            9.8 %
Asset-based fees                     100,371        96,013            4.5 %       288,642         265,554            8.7 %
Non-recurring                          8,933         8,011           11.5 %        27,582          18,974           45.4 %
Index total                          255,691       237,427            7.7 %       747,855         677,750           10.3 %

Analytics
Recurring subscriptions              126,251       122,120            3.4 %       376,505         363,929            3.5 %
Non-recurring                          2,086         1,483           40.7 %         4,903           4,790            2.4 %
Analytics total                      128,337       123,603            3.8 %       381,408         368,719            3.4 %

All Other
Recurring subscriptions               40,552        32,585           24.4 %       119,363         102,470           16.5 %
Non-recurring                            753           636           18.4 %         3,103           2,251           37.8 %
All Other total                       41,305        33,221           24.3 %       122,466         104,721           16.9 %
Total operating revenues           $ 425,333     $ 394,251            7.9 %   $ 1,251,729     $ 1,151,190            8.7 %



Refer to the section titled "Segment Results" that follows for further discussion of segment revenues.







Operating Expenses

We group our operating expenses into the following activity categories:



  • Cost of revenues;


  • Selling and marketing;


  • Research and development ("R&D");


  • General and administrative ("G&A");


  • Amortization of intangible assets; and

• Depreciation and amortization of property, equipment and leasehold

improvements.

Costs are assigned to these activity categories based on the nature of the expense or, when not directly attributable, an estimated allocation based on the type of effort involved.



The following table presents operating expenses by activity category for the
periods indicated:



                                       Three Months Ended                          Nine Months Ended
                                          September 30,                              September 30,
                                       2020          2019         % Change        2020          2019         % Change
                                                                      (in thousands)
Operating expenses:
Cost of revenues                     $  70,704     $  70,486            0.3 %   $ 215,769     $ 224,807           (4.0 %)
Selling and marketing                   52,668        52,107            1.1 %     159,834       159,812            0.0 %
Research and development                24,901        24,310            2.4 %      73,997        71,234            3.9 %
General and administrative              27,613        26,559            4.0 %      86,755        80,434            7.9 %
Amortization of intangible assets       14,333        12,361           16.0 %      42,171        36,167           16.6 %
Depreciation and amortization of
property,
  equipment and leasehold
improvements                             7,494         7,209            4.0 %      22,524        22,464            0.3 %
Total operating expenses             $ 197,713     $ 193,032            2.4 %   $ 601,050     $ 594,918            1.0 %




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Total operating expenses for the three months ended September 30, 2020 increased
2.4% to $197.7 million compared to $193.0 million for the three months ended
September 30, 2019. Adjusting for the impact of foreign currency exchange rate
fluctuations, the increase would have been 2.2% for the three months ended
September 30, 2020 compared to the three months ended September 30, 2019.

For the nine months ended September 30, 2020, the increase was 1.0%, growing to
$601.1 million compared to $594.9 million for the nine months ended
September 30, 2019. Adjusting for the impact of foreign currency exchange rate
fluctuations, the increase would have been 2.0% for the nine months ended
September 30, 2020 compared to the nine months ended September 30, 2019.

Cost of Revenues



Cost of revenues expenses consist of costs related to the production and
servicing of our products and services and primarily includes related
information technology costs, including data center, platform and infrastructure
costs; costs to acquire, produce and maintain market data information; costs of
research to support and maintain existing products; costs of product management
teams; costs of client service and consultant teams to support customer needs;
as well as other support costs directly attributable to the cost of revenues
including certain human resources, finance and legal costs.

Cost of revenues for the three months ended September 30, 2020 was relatively flat at $70.7 million compared to $70.5 million for the three months ended September 30, 2019.



For the nine months ended September 30, 2020, the decrease was 4.0% to $215.8
million compared to $224.8 million for the nine months ended September 30, 2019,
reflecting decreases across the Analytics and Index reportable segments,
partially offset by an increase in the All Other reportable segment. The change
was driven by the absence of $7.0 million of payroll tax expense associated with
the vesting of the 2016 Multi-Year PSUs recognized in 2019, and decreases in
other compensation and benefits costs, primarily relating to lower incentive
compensation, as well as lower non-compensation costs, reflecting lower travel
and entertainment costs, partially offset by higher information technology
costs.

Selling and Marketing



Selling and marketing expenses consist of costs associated with acquiring new
clients or selling new products or product renewals to existing clients and
primarily includes the costs of our sales and marketing teams, as well as costs
incurred in other groups associated with acquiring new business, including
product management, research, technology and sales operations.

Selling and marketing expenses for the three months ended September 30, 2020
increased 1.1% to $52.7 million compared to $52.1 million for the three months
ended September 30, 2019, driven by higher costs in the All Other reportable
segment, partially offset by lower costs in the Index and Analytics reportable
segments. The change was driven by increases in compensation and benefits costs,
including wages and salaries and severance costs, partially offset by decreases
in non-compensation costs, primarily relating to lower travel and entertainment
costs.

For the nine months ended September 30, 2020, it was flat at $159.8 million
compared to the nine months ended September 30, 2019, with higher costs in the
All Other and Analytics reportable segments, offset by lower costs in the Index
reportable segment. The higher costs reflect increases in compensation and
benefits costs, primarily relating to higher wages and salaries and benefits
costs, offset by the absence of $4.5 million of payroll tax expense associated
with the vesting of the 2016 Multi-Year PSUs recognized in 2019 and lower
non-compensation costs, including travel and entertainment costs and marketing
costs.

Research and Development

R&D expenses consist of the costs to develop new or enhance existing products
and the costs to develop new or improved technology and service platforms for
the delivery of our products and services and primarily include the costs of
development, research, product management, project management and the technology
support associated with these efforts.

R&D expenses for the three months ended September 30, 2020 increased 2.4% to
$24.9 million compared to $24.3 million for the three months ended September 30,
2019, reflecting higher investments in the Index and All Other reportable
segments, partially offset by lower investment in the Analytics reportable
segment. The change was driven by increases in compensation and benefits costs,
including wages and salaries and severance costs, partially offset by decreases
in non-compensation costs, primarily relating to lower travel and entertainment
costs.

For the nine months ended September 30, 2020, the increase was 3.9%, growing to
$74.0 million compared to $71.2 million for the nine months ended September 30,
2019, reflecting higher investments in the All Other and Index reportable
segments, partially offset by lower investment in the Analytics reportable
segment. The change was driven by increases in compensation and benefits costs,
including wages and salaries and severance costs.

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General and Administrative



G&A expenses consist of costs primarily related to finance operations, human
resources, office of the CEO, legal, corporate technology, corporate development
and certain other administrative costs that are not directly attributed, but are
instead allocated, to a product or service.

G&A expenses for the three months ended September 30, 2020 increased 4.0% to
$27.6 million compared to $26.6 million for the three months ended September 30,
2019, reflecting increases across all three reportable segments. The change was
driven by increases in compensation and benefits costs, primarily relating to
higher severance costs, partially offset by decreases in non-compensation costs.

For the nine months ended September 30, 2020, the increase was 7.9%, growing to
$86.8 million compared to $80.4 million for the nine months ended September 30,
2019, reflecting increases across all three reportable segments. The change was
driven by increases in compensation and benefits costs, primarily relating to
higher incentive compensation, wages and salaries and severance costs, partially
offset by the absence of $3.5 million of payroll tax expense associated with the
vesting of the 2016 Multi-Year PSUs recognized in 2019 and lower
non-compensation costs.

The following table presents operating expenses using compensation and
non-compensation categories, rather than using activity categories, for the
periods indicated:



                                       Three Months Ended                           Nine Months Ended
                                          September 30,                               September 30,
                                       2020          2019         % Change         2020          2019         % Change
                                                                       (in thousands)
Compensation and benefits            $ 129,920     $ 122,009            6.5 %    $ 395,985     $ 388,496            1.9 %
Non-compensation expenses               45,966        51,453          (10.7 %)     140,370       147,791           (5.0 %)
Amortization of intangible assets       14,333        12,361           16.0 %       42,171        36,167           16.6 %
Depreciation and amortization of
property,
  equipment and leasehold
improvements                             7,494         7,209            4.0 %       22,524        22,464            0.3 %
Total operating expenses             $ 197,713     $ 193,032            2.4 %    $ 601,050     $ 594,918            1.0 %




Compensation and Benefits

Compensation and benefits costs are our most significant expense and typically
represent approximately 65% of operating expenses or more than 70% of Adjusted
EBITDA expenses. We had 3,545 and 3,358 employees as of September 30, 2020 and
2019, respectively, reflecting a 5.6% growth in the number of employees.
Continued growth of our emerging market centers around the world is an important
factor in our ability to manage and control the growth of our compensation and
benefit expenses. As of September 30, 2020, 64.2% of our employees were located
in emerging market centers compared to 63.3% as of September 30, 2019.

Compensation and benefits costs for the three months ended September 30, 2020
increased 6.5% to $129.9 million compared to $122.0 million for the three months
ended September 30, 2019, driven by higher severance costs, wages and salaries
and benefits costs, partially offset by lower incentive compensation costs.

For the nine months ended September 30, 2020, the increase was 1.9%, growing to
$396.0 million compared to $388.5 million for the nine months ended
September 30, 2019, primarily driven by higher wages and salaries, benefits
costs and severance costs, partially offset by the absence of $15.4 million of
payroll tax expense associated with the vesting of the 2016 Multi-Year PSUs
recognized in 2019.

A significant portion of the incentive compensation component of operating
expenses is based on the achievement of a number of financial and operating
metrics. In a scenario where operating revenue growth and profitability moderate
as a result of the impact of the COVID-19 pandemic, incentive compensation is
expected to decrease accordingly.

Non-Compensation Expenses



Non-compensation expenses for the three months ended September 30, 2020
decreased 10.7% to $46.0 million compared to $51.5 million for the three months
ended September 30, 2019, primarily driven by lower travel and entertainment
costs and professional fees.

For the nine months ended September 30, 2020, the decrease was 5.0%, declining to $140.4 million compared to $147.8 million for the nine months ended September 30, 2019, primarily driven by lower travel and entertainment and marketing costs, partially offset by higher information technology costs.


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Fixed costs constitute a significant portion of the non-compensation component
of operating expenses. The discretionary non-compensation component of operating
expenses could, however, be reduced in the near-term in a scenario where
operating revenue growth moderates as a result of the COVID-19 pandemic.

Amortization of Intangible Assets



Amortization of intangible assets expense relates to definite-lived intangible
assets arising from past acquisitions and internal capitalized software projects
recognized over their estimated useful lives. Amortization of intangible assets
expense for the three months ended September 30, 2020 increased 16.0% to $14.3
million compared to $12.4 million for the three months ended September 30, 2019,
primarily driven by higher amortization of internally developed capitalized
software.

For the nine months ended September 30, 2020, it increased 16.6% to $42.2 million compared to $36.2 million for the nine months ended September 30, 2019, primarily driven by higher amortization of internally developed capitalized software.

Depreciation and Amortization of Property, Equipment and Leasehold Improvements



Depreciation and amortization of property, equipment and leasehold improvements
consists of expenses related to depreciating or amortizing the cost of furniture
and fixtures, computer and related equipment and leasehold improvements over the
estimated useful life of the assets. Depreciation and amortization of property,
equipment and leasehold improvements for the three months ended September 30,
2020 increased 4.0% to $7.5 million compared to $7.2 million for the three
months ended September 30, 2019. The increase was primarily the result of higher
depreciation on computer and related equipment and furniture.

For the nine months ended September 30, 2020, it remained consistent at $22.5 million compared to the nine months ended September 30, 2019.

Other Expense (Income), Net



Other expense (income), net for the three months ended September 30, 2020
increased 18.8% to $38.6 million compared to $32.5 million for the three months
ended September 30, 2019. The increase in net expenses was primarily driven by
lower interest income due to lower rates earned on cash balances and higher
interest expense associated with the higher outstanding debt during the three
months ended September 30, 2020.

For the nine months ended September 30, 2020, it increased 60.4% to $159.6
million compared to $99.5 million for the nine months ended September 30, 2019.
The increase in net expenses was primarily driven by the $35.0 million and $10.0
million loss on debt extinguishment associated with the redemption of all of the
outstanding $800.0 million aggregate principal amount of the 2025 Senior Notes
("2025 Senior Notes Redemption") and the redemption of all of the remaining
$300.0 million of the 5.250% Senior Notes due 2024 ("2024 Senior Notes
Redemption"), respectively. The loss on debt extinguishment associated with the
2025 Senior Notes included an applicable premium of approximately $29.5 million
(as defined in the indenture governing the terms of the 2025 Senior Notes) and
the write-off of approximately $5.5 million of unamortized debt issuance costs.
The loss on debt extinguishment associated with the 2024 Senior Notes Redemption
included a redemption price of approximately $7.9 million (as set forth in the
indenture governing the terms of the 2024 Senior Notes) and the write-off of
approximately $2.1 million of unamortized debt issuance costs. In addition, the
increase reflects higher interest expense associated with the higher outstanding
debt during the nine months ended September 30, 2020 and lower interest income
due to lower rates earned on cash balances.

Income Taxes

The Company's provision for income taxes for the three months ended September 30, 2020 and 2019 was $6.7 million and $31.8 million, respectively. These amounts reflect effective tax rates of 3.5% and 18.8% for the three months ended September 30, 2020 and 2019, respectively.



For the three months ended September 30, 2020, the effective tax rate of 3.5%
reflects the Company's estimate of the effective tax rate for the period which
was impacted by certain favorable discrete items totaling $27.7 million. These
discrete items primarily related to the $20.8 million tax impact from the
favorable impact on prior years of final regulations released during the three
months ended September 30, 2020 clarifying certain provisions established in the
2017 Tax Act. Also included in the discrete items is a $5.5 million benefit
related to the revaluation of the cost of deemed repatriation of foreign
earnings.

For the three months ended September 30, 2019, the effective tax rate of 18.8%
reflected the Company's estimate of the effective tax rate for the period which
was impacted by $4.1 million of discrete tax benefits related to the resolution
of certain prior years' items. In addition, the effective tax rate was also
impacted by a beneficial geographic mix of earnings and lower anticipated taxes
on the repatriation of foreign earnings.

                                       32

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The Company's provision for income taxes for the nine months ended September 30,
2020 and 2019 was $45.5 million and $15.9 million, respectively. These amounts
reflect effective tax rates of 9.3% and 3.5% for the nine months ended
September 30, 2020 and 2019, respectively.

For the nine months ended September 30, 2020, the effective tax rate of 9.3%
reflects the Company's estimate of the effective tax rate for the period and was
impacted by certain discrete items totaling $61.7 million. These discrete items
primarily related to $21.9 million of excess tax benefits recognized on the
conversion of equity awards during the period, $20.8 million tax impact from the
favorable impact on prior years of final regulations released during the three
months ended September 30, 2020 clarifying certain provisions established in the
2017 Tax Act and $11.5 million related to the tax impact of loss on debt
extinguishment recognized during the period on the 2024 Senior Notes Redemption
and 2025 Senior Notes Redemption. Also included in the discrete items is a $6.3
million benefit related to the revaluation of the cost of deemed repatriation of
foreign earnings.

For the nine months ended September 30, 2019, the effective tax rate of 3.5%
reflected the Company's estimate of the effective tax rate for the period and
was impacted by certain discrete items totaling $82.7 million. These discrete
items primarily related to $66.6 million of excess tax benefits recognized on
the conversion of the 2016 Multi-Year PSUs and $10.8 million of excess tax
benefits related to the conversion of other equity awards recognized during the
period. In addition, the effective tax rate was impacted by a beneficial
geographic mix of earnings.

Net Income



As a result of the factors described above, net income for the three months
ended September 30, 2020 increased 33.1% to $182.4 million compared to $137.0
million for the three months ended September 30, 2019 and for the nine months
ended September 30, 2020, it increased 1.1% to $445.6 million compared to $440.9
million for the nine months ended September 30, 2019.

Weighted Average Shares



The weighted average shares outstanding used to calculate basic and diluted
earnings per share for the three months ended September 30, 2020 compared to the
three months ended September 30, 2019 decreased by 1.4% and 1.3%, respectively.
The decreases primarily reflect the impact of share repurchases made prior to
September 30, 2020 pursuant to the 2019 Repurchase Program and the vesting of
the restricted stock units that were included in the dilutive share count in the
prior year.

For the nine months ended September 30, 2020 compared to the nine months ended September 30, 2019, the weighted average shares outstanding remained flat.







Adjusted EBITDA

"Adjusted EBITDA," a non-GAAP measure used by management to assess operating
performance, is defined as net income before (1) provision for income taxes, (2)
other expense (income), net, (3) depreciation and amortization of property,
equipment and leasehold improvements, (4) amortization of intangible assets and,
at times, (5) certain other transactions or adjustments, including the impact
related to the vesting of the 2016 Multi-Year PSUs.

"Adjusted EBITDA expenses," a non-GAAP measure used by management to assess
operating performance, is defined as operating expenses less depreciation and
amortization of property, equipment and leasehold improvements and amortization
of intangible assets and, at times, certain other transactions or adjustments,
including the impact related to the vesting of the 2016 Multi-Year PSUs.

Adjusted EBITDA and Adjusted EBITDA expenses are believed to be meaningful
measures of the operating performance of the Company because they adjust for
significant one-time, unusual or non-recurring items as well as eliminate the
accounting effects of certain capital spending and acquisitions that do not
directly affect what management considers to be the Company's ongoing operating
performance in the period. All companies do not calculate adjusted EBITDA and
adjusted EBITDA expenses in the same way. These measures can differ
significantly from company to company depending on, among other things,
long-term strategic decisions regarding capital structure, the tax jurisdictions
in which companies operate and capital investments. Accordingly, the Company's
computation of the Adjusted EBITDA and Adjusted EBITDA expenses measures may not
be comparable to similarly titled measures computed by other companies.

                                       33

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The following table presents the calculation of Adjusted EBITDA for the periods
indicated:



                                      Three Months Ended                            Nine Months Ended
                                         September 30,                                September 30,
                                      2020          2019         % Change         2020            2019          % Change
                                                                       (in thousands)
Operating revenues                  $ 425,333     $ 394,251            7.9 %   $ 1,251,729     $ 1,151,190            8.7 %
Adjusted EBITDA expenses              175,886       173,462            1.4 %       536,355         520,898            3.0 %
Adjusted EBITDA                     $ 249,447     $ 220,789           13.0 %   $   715,374     $   630,292           13.5 %
Adjusted EBITDA margin %                 58.6 %        56.0 %                         57.2 %          54.8 %
Operating margin %                       53.5 %        51.0 %                         52.0 %          48.3 %




Adjusted EBITDA for the three months ended September 30, 2020 increased 13.0% to
$249.4 million compared to $220.8 million for the three months ended
September 30, 2019. Adjusted EBITDA margin for the three months ended
September 30, 2020 increased to 58.6% compared to 56.0% for the three months
ended September 30, 2019. The increase in Adjusted EBITDA margin reflects a
higher rate of growth in operating revenues as compared to the rate of growth of
Adjusted EBITDA expenses.



For the nine months ended September 30, 2020, Adjusted EBITDA increased 13.5% to
$715.4 million compared to $630.3 million for the nine months ended
September 30, 2019. For the nine months ended September 30, 2020, Adjusted
EBITDA margin increased to 57.2% compared to 54.8% for the nine months ended
September 30, 2019. The increase in Adjusted EBITDA margin reflects a higher
rate of growth in operating revenues as compared to the rate of growth of
Adjusted EBITDA expenses.

Reconciliation of Adjusted EBITDA to Net Income and Adjusted EBITDA Expenses to Operating Expenses



The following table presents the reconciliation of Adjusted EBITDA to net income
for the periods indicated:



                                             Three Months Ended           Nine Months Ended
                                                September 30,               September 30,
                                             2020          2019          2020          2019
                                                             (in thousands)
Index Adjusted EBITDA                      $ 194,720     $ 177,680     $ 561,563     $ 493,806
Analytics Adjusted EBITDA                     45,056        37,797       127,540       113,266
All Other Adjusted EBITDA                      9,671         5,312        26,271        23,220
Consolidated Adjusted EBITDA                 249,447       220,789       715,374       630,292
2016 Multi-Year PSUs grant payroll tax
expense                                            -             -             -        15,389
Amortization of intangible assets             14,333        12,361        42,171        36,167
Depreciation and amortization of
property,
  equipment and leasehold improvements         7,494         7,209        22,524        22,464
Operating income                             227,620       201,219       650,679       556,272
Other expense (income), net                   38,577        32,471       159,620        99,487
Provision for income taxes                     6,685        31,765        45,453        15,920
Net income                                 $ 182,358     $ 136,983     $ 445,606     $ 440,865

The following table presents the reconciliation of Adjusted EBITDA expenses to operating expenses for the periods indicated:





                                             Three Months Ended           Nine Months Ended
                                                September 30,               September 30,
                                             2020          2019          2020          2019
                                                             (in thousands)
Index Adjusted EBITDA expenses             $  60,971     $  59,747     $ 186,292     $ 183,944
Analytics Adjusted EBITDA expenses            83,281        85,806       253,868       255,453
All Other Adjusted EBITDA expenses            31,634        27,909        96,195        81,501
Consolidated Adjusted EBITDA expenses        175,886       173,462       536,355       520,898
2016 Multi-Year PSUs grant payroll tax
expense                                            -             -             -        15,389
Amortization of intangible assets             14,333        12,361        42,171        36,167
Depreciation and amortization of
property,
  equipment and leasehold improvements         7,494         7,209        22,524        22,464
Total operating expenses                   $ 197,713     $ 193,032     $ 601,050     $ 594,918


                                       34

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The discussion of the segment results is presented below.







Segment Results

Index Segment

The following table presents the results for the Index segment for the periods
indicated:



                                      Three Months Ended                          Nine Months Ended
                                         September 30,                              September 30,
                                      2020          2019         % Change        2020          2019         % Change
                                                                     (in thousands)
Operating revenues:
Recurring subscriptions             $ 146,387     $ 133,403            9.7 %   $ 431,631     $ 393,222            9.8 %
Asset-based fees                      100,371        96,013            4.5 %     288,642       265,554            8.7 %
Non-recurring                           8,933         8,011           11.5 %      27,582        18,974           45.4 %
Operating revenues total              255,691       237,427            7.7 %     747,855       677,750           10.3 %
Adjusted EBITDA expenses               60,971        59,747            2.0 %     186,292       183,944            1.3 %
Adjusted EBITDA                     $ 194,720     $ 177,680            9.6 %   $ 561,563     $ 493,806           13.7 %
Adjusted EBITDA margin %                 76.2 %        74.8 %                       75.1 %        72.9 %




Revenues related to Index products for the three months ended September 30, 2020
increased 7.7% to $255.7 million compared to $237.4 million for the three months
ended September 30, 2019 and for the nine months ended September 30, 2020, the
increase was 10.3%, growing to $747.9 million compared to $677.8 million for the
nine months ended September 30, 2019.

Recurring subscriptions for the three months ended September 30, 2020 increased
9.7% to $146.4 million compared to $133.4 million for the three months ended
September 30, 2019. The increase was primarily driven by growth in core
products, strong growth in factor and ESG/Climate index products and growth in
custom index products. The impact of foreign currency exchange rate fluctuations
on revenues from recurring subscriptions was negligible.

For the nine months ended September 30, 2020, the increase was 9.8%, growing to
$431.6 million compared to $393.2 million for the nine months ended
September 30, 2019. The increase was driven by strong growth in core products,
factor and ESG/Climate index products and custom index products. The impact of
foreign currency exchange rate fluctuations on revenues from recurring
subscriptions was negligible.

Revenues from asset-based fees for the three months ended September 30, 2020
increased 4.5% to $100.4 million compared to $96.0 million for the three months
ended September 30, 2019. The increase in asset-based fees was primarily driven
by an increase in revenues from ETFs linked to MSCI indexes and non-ETF indexed
funds linked to MSCI indexes. The increase in revenues from ETFs linked to MSCI
indexes was driven by a 10.2% increase in average AUM in equity ETFs, partially
offset by the impact of a change in product mix. Revenue growth from non-ETF
indexed funds linked to MSCI indexes was primarily driven by an increase in
average AUM. The impact of foreign currency exchange rate fluctuations on
revenues from asset-based fees was negligible.

For the nine months ended September 30, 2020, the increase was 8.7%, growing to
$288.6 million compared to $265.6 million for the nine months ended
September 30, 2019. The increase in asset-based fees was primarily driven by a
strong increase in revenues from exchange traded futures and options contracts
linked to MSCI indexes, primarily driven by higher volumes from new and existing
agreements. The increase was also driven by higher revenues from non-ETF indexed
funds linked to MSCI indexes, primarily driven by an increase in average AUM.
The impact of foreign currency exchange rate fluctuations on revenues from
asset-based fees was negligible.

Non-recurring revenues for the three months ended September 30, 2020 increased 11.5% to $8.9 million compared to $8.0 million for the three months ended September 30, 2019. The increase was driven by higher contributions from licenses of historical data.



For the nine months ended September 30, 2020 the increase was 45.4%, growing to
$27.6 million compared to $19.0 million for the nine months ended September 30,
2019. The increase was primarily driven by the recognition of higher fees
resulting from the finalization of fees with clients.

Index segment Adjusted EBITDA expenses for the three months ended September 30,
2020 increased 2.0% to $61.0 million compared to $59.7 million for the three
months ended September 30, 2019, reflecting higher expenses across the cost of
revenues, R&D and G&A expense activity categories, partially offset by lower
expenses across the selling and marketing expense activity

                                       35

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category. Adjusting for the impact of foreign currency exchange rate fluctuations, the increase would have been 1.8% for the three months ended September 30, 2020 compared to the three months ended September 30, 2019.



For the nine months ended September 30, 2020, the increase was 1.3%, growing to
$186.3 million compared to $183.9 million for the nine months ended
September 30, 2019, reflecting higher expenses across the G&A, R&D and cost of
revenues expense activity categories, partially offset by lower expenses across
the selling and marketing expense activity category. Adjusting for the impact of
foreign currency exchange rate fluctuations, the increase would have been 2.2%
for the nine months ended September 30, 2020 compared to the nine months ended
September 30, 2019.

Analytics Segment

The following table presents the results for the Analytics segment for the
periods indicated:



                                      Three Months Ended                           Nine Months Ended
                                         September 30,                               September 30,
                                      2020          2019         % Change         2020          2019         % Change
                                                                      (in thousands)
Operating revenues:
Recurring subscriptions             $ 126,251     $ 122,120            3.4 %    $ 376,505     $ 363,929            3.5 %
Non-recurring                           2,086         1,483           40.7 %        4,903         4,790            2.4 %
Operating revenues total              128,337       123,603            3.8 %      381,408       368,719            3.4 %
Adjusted EBITDA expenses               83,281        85,806           (2.9 %)     253,868       255,453           (0.6 %)
Adjusted EBITDA                     $  45,056     $  37,797           19.2 %    $ 127,540     $ 113,266           12.6 %
Adjusted EBITDA margin %                 35.1 %        30.6 %                        33.4 %        30.7 %




Analytics segment revenues for the three months ended September 30, 2020
increased 3.8% to $128.3 million compared to $123.6 million for the three months
ended September 30, 2019, primarily driven by growth in Multi-Asset Class
Analytics products. The impact of foreign currency exchange rate fluctuations on
Analytics segment revenues was negligible.

For the nine months ended September 30, 2020, the increase was 3.4%, growing to
$381.4 million compared to $368.7 million for the nine months ended
September 30, 2019, primarily driven by growth in Multi-Asset Class Analytics
products. The impact of foreign currency exchange rate fluctuations on Analytics
segment revenues was negligible.

Analytics segment Adjusted EBITDA expenses for the three months ended
September 30, 2020 decreased 2.9% to $83.3 million compared to $85.8 million for
the three months ended September 30, 2019, primarily driven by lower expenses
across the cost of revenues, R&D and selling and marketing expense activity
categories, partially offset by higher expenses across the G&A expense activity
category. The impact of foreign currency exchange rate fluctuations on Analytics
segment Adjusted EBITDA expenses was negligible.

For the nine months ended September 30, 2020, the decrease was 0.6%, declining
to $253.9 million compared to $255.5 million for the nine months ended
September 30, 2019, primarily driven by lower expenses across the cost of
revenues and R&D expense activity categories, partially offset by higher
expenses across the selling and marketing and G&A expense activity categories.
Adjusting for the impact of foreign currency exchange rate fluctuations,
Analytics segment Adjusted EBITDA expenses would have increased 0.5% for the
nine months ended September 30, 2020 compared to the nine months ended
September 30, 2019.

All Other Segment



The following table presents the results for the All Other segment for the
periods indicated:



                                      Three Months Ended                          Nine Months Ended
                                         September 30,                              September 30,
                                       2020          2019        % Change        2020          2019         % Change
                                                                     (in thousands)
Operating revenues:
Recurring subscriptions             $   40,552     $ 32,585           24.4 %   $ 119,363     $ 102,470           16.5 %
Non-recurring                              753          636           18.4 %       3,103         2,251           37.8 %
Operating revenues total                41,305       33,221           24.3 %     122,466       104,721           16.9 %
Adjusted EBITDA expenses                31,634       27,909           13.3 %      96,195        81,501           18.0 %
Adjusted EBITDA                     $    9,671     $  5,312           82.1 %   $  26,271     $  23,220           13.1 %
Adjusted EBITDA margin %                  23.4 %       16.0 %                       21.5 %        22.2 %




All Other segment revenues for the three months ended September 30, 2020
increased 24.3% to $41.3 million compared to $33.2 million for the three months
ended September 30, 2019. The increase in All Other revenues was driven by a
$5.8 million, or

                                       36

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25.6%, increase in ESG revenues to $28.5 million and a $2.3 million, or 21.6%,
increase in Real Estate revenues to $12.8 million. The increase in ESG revenues
was primarily driven by strong growth from Ratings, Climate and Screening
products. The increase in Real Estate revenues was primarily driven by strong
growth in Enterprise Analytics and Global Intel products. Adjusting for the
impact of foreign currency exchange rate fluctuations, All Other operating
revenues would have increased 20.6%, ESG revenues would have increased 22.3% and
Real Estate revenues would have increased 16.7% for the three months ended
September 30, 2020 compared to the three months ended September 30, 2019.

For the nine months ended September 30, 2020, All Other segment revenues
increased 16.9% to $122.5 million compared to $104.7 million for the nine months
ended September 30, 2019. The increase in All Other revenues was driven by a
$14.3 million, or 21.9%, increase in ESG revenues to $80.1 million and by a $3.4
million, or 8.7%, increase in Real Estate revenues to $42.4 million. The
increase in ESG revenues was primarily driven by strong growth in Ratings,
Climate and Screening products. The increase in Real Estate revenues was
primarily driven by strong growth from our Global Intel products and growth from
our Enterprise Analytics products. Adjusting for the impact of foreign currency
exchange rate fluctuations, All Other operating revenues would have increased
17.3%, ESG revenues would have increased 21.8% and Real Estate revenues would
have increased 9.5% for the nine months ended September 30, 2020 compared to the
nine months ended September 30, 2019.

All Other segment Adjusted EBITDA expenses for the three months ended
September 30, 2020 increased 13.3% to $31.6 million compared to $27.9 million
for the three months ended September 30, 2019, driven by higher expenses
attributable primarily to ESG operations. Adjusting for the impact of foreign
currency exchange rate fluctuations, the increase would have been 12.4% for the
three months ended September 30, 2020 compared to the three months ended
September 30, 2019.

For the nine months ended September 30, 2020, the increase was 18.0%, growing to
$96.2 million compared to $81.5 million for the nine months ended September 30,
2019, driven by higher expenses attributable primarily to ESG operations.
Adjusting for the impact of foreign currency exchange rate fluctuations, the
increase would have been 19.0% for the nine months ended September 30, 2020
compared to the nine months ended September 30, 2019.





Run Rate

"Run Rate" estimates at a particular point in time the annualized value of the
recurring revenues under our client license agreements ("Client Contracts") for
the next 12 months, assuming all Client Contracts that come up for renewal are
renewed and assuming then-current currency exchange rates, subject to the
adjustments and exclusions described below. For any Client Contract where fees
are linked to an investment product's assets or trading volume/fees, the Run
Rate calculation reflects, for ETFs, the market value on the last trading day of
the period, for futures and options, the most recent quarterly volumes and/or
reported exchange fees, and for other non-ETF products, the most recent
client-reported assets. Run Rate does not include fees associated with
"one-time" and other non-recurring transactions. In addition, we add to Run Rate
the annualized fee value of recurring new sales, whether to existing or new
clients, when we execute Client Contracts, even though the license start date,
and associated revenue recognition, may not be effective until a later date. We
remove from Run Rate the annualized fee value associated with products or
services under any Client Contract with respect to which we have received a
notice of termination or non-renewal during the period and have determined that
such notice evidences the client's final decision to terminate or not renew the
applicable products or services, even though such notice is not effective until
a later date.

Changes in our recurring revenues typically lag changes in Run Rate. The actual
amount of recurring revenues we will realize over the following 12 months will
differ from Run Rate for numerous reasons, including:

  • fluctuations in revenues associated with new recurring sales;


    •   modifications, cancellations and non-renewals of existing Client
        Contracts, subject to specified notice requirements;

• differences between the recurring license start date and the date the

Client Contract is executed due to, for example, contracts with onboarding

periods;

• fluctuations in asset-based fees, which may result from changes in certain

investment products' total expense ratios, market movements, including


        foreign currency exchange rates, or from investment inflows into and
        outflows from investment products linked to our indexes;

• fluctuations in fees based on trading volumes of futures and options

contracts linked to our indexes;

• fluctuations in the number of hedge funds for which we provide investment


        information and risk analysis to hedge fund investors;


  • price changes or discounts;

• revenue recognition differences under U.S. GAAP, including those related

to the timing of implementation and report deliveries for certain of our


        products and services;


  • fluctuations in foreign currency exchange rates; and


                                       37

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• the impact of acquisitions and divestitures.

The following table presents the Run Rates as of the dates indicated and the growth percentages over the periods indicated:





                                             As of
                               September 30,       September 30,         %
                                     2020                2019         Change
                                          (in thousands)
Index:
Recurring subscriptions       $       598,799     $       544,059        10.1 %
Asset-based fees                      401,196             356,013        12.7 %
Index total                           999,995             900,072        11.1 %

Analytics                             544,315             509,261         6.9 %

All Other                             175,243             141,283        24.0 %

Total Run Rate                $     1,719,553     $     1,550,616        10.9 %

Recurring subscriptions total $     1,318,357     $     1,194,603        10.4 %
Asset-based fees                      401,196             356,013        12.7 %
Total Run Rate                $     1,719,553     $     1,550,616        10.9 %




Total Run Rate grew 10.9% to $1,719.6 million as of September 30, 2020 compared
to $1,550.6 million as of September 30, 2019. Recurring subscriptions Run Rate
grew 10.4% to $1,318.4 million as of September 30, 2020 compared to $1,194.6
million as of September 30, 2019. Adjusting for the impact of foreign currency
exchange rate fluctuations, recurring subscriptions Run Rate would have
increased 9.6% as of September 30, 2020 compared to September 30, 2019.

Run Rate from asset-based fees increased 12.7% to $401.2 million as of
September 30, 2020 from $356.0 million as of September 30, 2019, primarily
driven by higher volume in futures and options, higher AUM in equity ETFs linked
to MSCI indexes and higher AUM non-ETF indexed funds linked to MSCI indexes.
Offsetting the impact of the increase in AUM in equity ETFs linked to MSCI
indexes was a change in product mix, which was the primary driver of a decline
in period-end basis point fees to 2.67 as of September 30, 2020 from 2.81 as of
September 30, 2019. As of September 30, 2020, the value of AUM in equity ETFs
linked to MSCI indexes was $908.9 billion, up $93.9 billion, or 11.5%, from
$815.0 billion as of September 30, 2019. The increase of $93.9 billion consisted
of net inflows of $72.5 billion and market appreciation of $21.4 billion.

Index recurring subscriptions Run Rate grew 10.1% to $598.8 million as of
September 30, 2020 compared to $544.1 million as of September 30, 2019,
primarily driven by strong growth in core products, custom and specialized index
products and factor and ESG/Climate index products, with growth across all our
regions and client segments.

Run Rate from Analytics products increased 6.9% to $544.3 million as of September 30, 2020 compared to $509.3 million as of September 30, 2019, primarily driven by growth in Multi-Asset Class Analytics products with increases across all regions. Adjusting for the impact of foreign currency exchange rate fluctuations, Analytics Run Rate would have increased 5.9% as of September 30, 2020.

Run Rate from All Other products increased 24.0% to $175.2 million as of
September 30, 2020 compared to $141.3 million as of September 30, 2019. The
$34.0 million increase was driven by a $29.1 million, or 31.2%, increase in ESG
Run Rate to $122.3 million, and a $4.9 million, or 10.2%, increase in Real
Estate Run Rate to $52.9 million. The increase in ESG Run Rate was primarily
driven by strong growth in Ratings and Climate products. The increase in Real
Estate Run Rate was primarily driven by growth in Global Intel and Enterprise
Analytics products. Adjusting for the impact of foreign currency exchange rate
fluctuations, ESG Run Rate would have increased 28.6%, All Other Run Rate would
have increased 21.1% and Real Estate Run Rate would have increased 6.5% as of
September 30, 2020 compared to September 30, 2019.

Sales



Sales represents the annualized value of products and services clients commit to
purchase from MSCI and will result in additional operating revenues.
Non-recurring sales represent the actual value of the customer agreements
entered into during the period and are not a component of Run Rate. New
recurring subscription sales represent additional selling activities, such as
new customer agreements, additions to existing agreements or increases in price
that occurred during the period and are additions to Run Rate. Subscription
cancellations reflect client activities during the period, such as discontinuing
products and services and/or reductions in price, resulting in reductions to Run
Rate. Net new recurring subscription sales represent the amount of new recurring
subscription sales net of subscription cancellations during the period, which
reflects the net impact to Run Rate during the period.

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Total gross sales represent the sum of new recurring subscription sales and non-recurring sales. Total net sales represent the total gross sales net of the impact from subscription cancellations.

The following table presents our recurring subscription sales, cancellations and non-recurring sales by reportable segment for the periods indicated:





                                                   Three Months Ended                                       Nine Months Ended
                                            September 30,       September 30,         %             September 30,       September 30,         %
                                                2020                2019            Change              2020                2019            Change
                                                                                        (in thousands)
New recurring subscription sales
Index                                      $        18,743     $        17,553          6.8 %      $        58,073     $        54,408          6.7 %
Analytics                                           15,229              15,285         (0.4 %)              41,426              41,705         (0.7 %)
All Other                                            9,344               7,495         24.7 %               29,861              22,724         31.4 %
New recurring subscription sales total              43,316              40,333          7.4 %              129,360             118,837          8.9 %

Subscription cancellations
Index                                               (7,050 )            (5,066 )       39.2 %              (19,589 )           (13,033 )       50.3 %
Analytics                                           (8,211 )            (7,854 )        4.5 %              (27,008 )           (22,720 )       18.9 %
All Other                                           (1,871 )            (1,002 )       86.7 %               (6,167 )            (4,179 )       47.6 %
Subscription cancellations total                   (17,132 )           (13,922 )       23.1 %              (52,764 )           (39,932 )       

32.1 %



Net new recurring subscription sales
Index                                               11,693              12,487         (6.4 %)              38,484              41,375         (7.0 %)
Analytics                                            7,018               7,431         (5.6 %)              14,418              18,985        (24.1 %)
All Other                                            7,473               6,493         15.1 %               23,694              18,545         27.8 %
Net new recurring subscription sales total          26,184              26,411         (0.9 %)              76,596              78,905         (2.9 %)

Non-recurring sales
Index                                               10,001               9,029         10.8 %               30,734              20,092         53.0 %
Analytics                                            2,562               4,876        (47.5 %)               7,486              10,084        (25.8 %)
All Other                                              247                 487        (49.3 %)               1,852               1,571         17.9 %
Non-recurring sales total                           12,810              14,392        (11.0 %)              40,072              31,747         26.2 %

Gross sales
Index                                      $        28,744     $        26,582          8.1 %      $        88,807     $        74,500         19.2 %
Analytics                                           17,791              20,161        (11.8 %)              48,912              51,789         (5.6 %)
All Other                                            9,591               7,982         20.2 %               31,713              24,295         30.5 %
Total gross sales                          $        56,126     $        54,725          2.6 %      $       169,432     $       150,584         12.5 %

Net sales
Index                                      $        21,694     $        21,516          0.8 %      $        69,218     $        61,467         12.6 %
Analytics                                            9,580              12,307        (22.2 %)              21,904              29,069        (24.6 %)
All Other                                            7,720               6,980         10.6 %               25,546              20,116         27.0 %
Total net sales                            $        38,994     $        40,803         (4.4 %)     $       116,668     $       110,652          5.4 %




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A significant portion of MSCI's operating revenues are derived from
subscriptions or licenses of products and services, which are provided over
contractually-agreed periods of time that are subject to renewal or cancellation
at the end of current contract terms. As of September 30, 2020, cancellations
have not deviated significantly from historical levels as a result of the
COVID-19 pandemic. However, new sales could moderate and cancellations could
increase in the near term as a result of the COVID-19 pandemic.

Retention Rate

The following table presents our Retention Rate by reportable segment for the periods indicated:





            Three Months Ended        Nine Months Ended
               September 30,            September 30,
              2020           2019       2020          2019
Index       95.0%          96.0%      95.3%         96.5%
Analytics   93.8%          93.6%      93.2%         93.8%
All Other   95.1%          96.8%      94.6%         95.5%

Total       94.5%          95.0%      94.3%         95.2%


Retention Rate is an important metric because subscription cancellations
decrease our Run Rate and ultimately our operating revenues over time. The
annual Retention Rate represents the retained subscription Run Rate
(subscription Run Rate at the beginning of the fiscal year less actual cancels
during the year) as a percentage of the subscription Run Rate at the beginning
of the fiscal year.

The Retention Rate for a non-annual period is calculated by annualizing the
cancellations for which we have received a notice of termination or for which we
believe there is an intention not to renew during the non-annual period, and we
believe that such notice or intention evidences the client's final decision to
terminate or not renew the applicable agreement, even though such notice is not
effective until a later date. This annualized cancellation figure is then
divided by the subscription Run Rate at the beginning of the fiscal year to
calculate a cancellation rate. This cancellation rate is then subtracted from
100% to derive the annualized Retention Rate for the period.

Retention Rate is computed by operating segment on a
product/service-by-product/service basis. In general, if a client reduces the
number of products or services to which it subscribes within a segment, or
switches between products or services within a segment, we treat it as a
cancellation for purposes of calculating our Retention Rate except in the case
of a product or service switch that management considers to be a replacement
product or service. In those replacement cases, only the net change to the
client subscription, if a decrease, is reported as a cancel. In the Analytics
and the ESG operating segments, substantially all product or service switches
are treated as replacement products or services and netted in this manner, while
in our Index and Real Estate operating segments, product or service switches
that are treated as replacement products or services and receive netting
treatment occur only in certain limited instances. In addition, we treat any
reduction in fees resulting from a down-sale of the same product or service as a
cancellation to the extent of the reduction. We do not calculate Retention Rate
for that portion of our Run Rate attributable to assets in index-linked
investment products or futures and options contracts, in each case, linked to
our indexes.

In our product lines, Retention Rate is generally higher during the first three
quarters and lower in the fourth quarter, as the fourth quarter is traditionally
the largest renewal period in the year.



Critical Accounting Policies and Estimates



We describe our significant accounting policies in Note 1, "Introduction and
Basis of Presentation," of the Notes to Consolidated Financial Statements
included in our Form 10-K and also in Note 2, "Recent Accounting Standards
Updates," in the Notes to Condensed Consolidated Financial Statements
(Unaudited) included herein. There have been no significant changes in our
accounting policies or critical accounting estimates since the end of the fiscal
year ended December 31, 2019 other than those described in Note 2, "Recent
Accounting Standards Updates" in the Notes to Condensed Consolidated Financial
Statements (Unaudited) included herein.

Liquidity and Capital Resources



We require capital to fund ongoing operations, internal growth initiatives and
acquisitions. Our primary sources of liquidity are cash flows generated from our
operations, existing cash and cash equivalents and credit capacity under our
existing credit facility. In addition, we believe we have access to additional
funding in the public and private markets. We intend to use these sources of
liquidity to, among other things, service our existing and future debt
obligations, fund our working capital requirements for capital expenditures,
investments, acquisitions and dividend payments, and repurchases of our common
stock. In connection with our business strategy, we regularly evaluate
acquisition and strategic partnership opportunities. We believe our liquidity,
along with other financing alternatives, will provide the necessary capital to
fund these transactions and achieve our planned growth.

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Senior Notes and Credit Agreement



We have an aggregate of $3,400.0 million in Senior Notes outstanding and a
$400.0 million undrawn Revolving Credit Agreement with a syndicate of banks. See
Note 7, "Commitments and Contingencies," of the Notes to Condensed Consolidated
Financial Statements (Unaudited) included herein for additional information on
our Senior Notes and Revolving Credit Agreement.

The Senior Notes and the Revolving Credit Agreement are fully and
unconditionally, and jointly and severally, guaranteed by our direct or indirect
wholly owned domestic subsidiaries that account for more than 5% of our and our
subsidiaries' consolidated assets, other than certain excluded subsidiaries (the
"subsidiary guarantors"). Amounts due under the Revolving Credit Agreement are
our and the subsidiary guarantors' senior unsecured obligations and rank equally
with the Senior Notes and any of our other unsecured, unsubordinated debt,
senior to any of our subordinated debt and effectively subordinated to our
secured debt to the extent of the assets securing such debt.

The indentures governing our Senior Notes (the "Indentures") among us, each of
the subsidiary guarantors, and Wells Fargo Bank, National Association, as
trustee, contain covenants that limit our and certain of our subsidiaries'
ability to, among other things, incur liens, enter into sale/leaseback
transactions and consolidate, merge or sell all or substantially all of our
assets. In addition, the Indentures restrict our non-guarantor subsidiaries'
ability to create, assume, incur or guarantee additional indebtedness without
such non-guarantor subsidiaries guaranteeing the Senior Notes on a pari passu
basis.

The Revolving Credit Agreement contains affirmative and restrictive covenants
that, among other things, limit our ability and the ability of our existing or
future subsidiaries to:

• incur liens and further negative pledges;

• incur additional indebtedness or prepay, redeem or repurchase indebtedness;




  • make loans or hold investments;


  • merge, dissolve, liquidate, consolidate with or into another person;


  • enter into acquisition transactions;


  • enter into sale/leaseback transactions;


  • issue disqualified capital stock;


  • sell, transfer or dispose of assets;

• pay dividends or make other distributions in respect of our capital stock

or engage in stock repurchases, redemptions and other restricted payments;




  • create new subsidiaries;


  • permit certain restrictions affecting our subsidiaries;

• change the nature of our business, accounting policies or fiscal periods;

• enter into any transactions with affiliates other than on an arm's-length

basis; and

• amend our organizational documents or amend, modify or change the terms of

certain agreements relating to our indebtedness.




The Revolving Credit Agreement and the Indentures also contain customary events
of default, including those relating to non-payment, breach of representations,
warranties or covenants, cross-default and cross-acceleration, bankruptcy and
insolvency events, invalidity or impairment of loan documentation or collateral,
change of control and customary ERISA defaults. None of the restrictions above
are expected to impact our ability to effectively operate the business.

The Revolving Credit Agreement also requires us and our subsidiaries to achieve
financial and operating results sufficient to maintain compliance with the
following financial ratios on a consolidated basis through the termination of
the Revolving Credit Agreement: (1) the maximum Consolidated Leverage Ratio (as
defined in the Revolving Credit Agreement) measured quarterly on a rolling
four-quarter basis shall not exceed 4.25:1.00 and (2) the minimum Consolidated
Interest Coverage Ratio (as defined in the Revolving Credit Agreement) measured
quarterly on a rolling four-quarter basis shall be at least 4.00:1.00. As of
September 30, 2020, our Consolidated Leverage Ratio was 3.31:1.00 and our
Consolidated Interest Coverage Ratio was 6.81:1.00. As of September 30, 2020,
there were no amounts drawn and outstanding under the Revolving Credit
Agreement.

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Our non-guarantor subsidiaries under the Senior Notes consist of: (i) domestic
subsidiaries of the Company that account for 5% or less of consolidated assets
of the Company and its subsidiaries and (ii) any foreign or domestic subsidiary
of the Company that is deemed to be a controlled foreign corporation within the
meaning of Section 957 of the Internal Revenue Code of 1986, as amended. Our
non-guarantor subsidiaries accounted for approximately $956.6 million, or 57.7%,
of our total revenue for the trailing 12 months ended September 30, 2020,
approximately $341.0 million, or 40.1%, of our consolidated operating income for
the trailing 12 months ended September 30, 2020, and approximately $947.0
million, or 23.0%, of our consolidated total assets (excluding intercompany
assets) and $605.0 million, or 13.5%, of our consolidated total liabilities, in
each case as of September 30, 2020.

Share Repurchases

The following table provides information with respect to repurchases of the Company's common stock pursuant to open market repurchases:





                      Average          Total            Dollar
                       Price         Number of         Value of
                     Paid Per         Shares            Shares

Nine Months Ended Share Repurchased Repurchased


                                           (in thousands)
September 30, 2020   $  278.69             2,021     $     563,336
September 30, 2019   $  147.97               690     $     102,081

As of September 30, 2020, there was $892.8 million of available authorization remaining under the 2019 Repurchase Program.



Subsequent to the nine months ended September 30, 2020 and through October 23,
2020, the Company repurchased an additional 0.1 million shares of common stock
at an average price of $347.26 per share for a total value of $51.0 million.

Cash Dividend



On October 26, 2020, the Board of Directors declared a quarterly cash dividend
of $0.78 per share for the three months ending September 30, 2020. The fourth
quarter 2020 dividend is payable on November 30, 2020 to shareholders of record
as of the close of trading on November 13, 2020.



Cash Flows



                                          As of
                             September 30,       December 31,
                                   2020               2019
                                      (in thousands)

Cash and cash equivalents $ 1,302,858 $ 1,506,567






Cash and cash equivalents were $1,302.9 million and $1,506.6 million as of
September 30, 2020 and December 31, 2019, respectively. We typically seek to
maintain minimum cash balances globally of approximately $200.0 million to
$250.0 million for general operating purposes but may maintain higher minimum
cash balances while the COVID-19 pandemic continues to impact global economic
markets. As of September 30, 2020 and December 31, 2019, $411.0 million and
$321.2 million, respectively, of the cash and cash equivalents were held by
foreign subsidiaries. As a result of the 2017 Tax Act, we can now more
efficiently access a significant portion of our cash held outside of the U.S. in
the short-term without being subject to U.S. income taxes. Repatriation of some
foreign cash may still be subject to certain withholding taxes in local
jurisdictions and other distribution restrictions. The global cash and cash
equivalent balances that are maintained will be available to meet our global
needs whether for general corporate purposes or other needs, including
acquisitions or expansion of our products.

We believe that global cash flows from operations, together with existing cash
and cash equivalents and funds available under our existing credit facility and
our ability to access the debt and capital markets for additional funds, will
continue to be sufficient to fund our global operating activities and cash
commitments for investing and financing activities, such as material capital
expenditures and share repurchases, for at least the next 12 months and for the
foreseeable future thereafter. In addition, we expect that foreign cash flows
from operations, together with existing cash and cash equivalents will continue
to be sufficient to fund our foreign operating activities and cash commitments
for investing activities, such as material capital expenditures, for at least
the next 12 months and for the foreseeable future thereafter.



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Net Cash Provided by (Used In) Operating, Investing and Financing Activities



                                                Nine Months Ended
                                                  September 30,
                                                2020          2019
                                                 (in thousands)

Net cash provided by operating activities $ 575,181 $ 465,880 Net cash used in investing activities (224,899 ) (35,292 ) Net cash used in financing activities (549,484 ) (450,315 ) Effect of exchange rate changes

                 (4,507 )       (3,299 )
Net decrease in cash                        $ (203,709 )   $  (23,026 )

Cash Flows From Operating Activities



Cash flows from operating activities consist of net income adjusted for certain
non-cash items and changes in assets and liabilities. Cash provided by operating
activities was $575.2 million and $465.9 million for the nine months ended
September 30, 2020 and 2019, respectively. The year-over-year increase was
primarily driven by higher cash collections from customers, partially offset by
higher payments for income taxes and higher interest payments. As a result of a
provision within the Cares Act, we elected to defer estimated payments for
income taxes for the year ending December 31, 2020 that historically would have
been paid in the six months ended June 30, 2020 into the month of July 2020.

Our primary uses of cash from operating activities are for the payment of cash
compensation expenses, office rent, technology costs, market data costs,
interest expenses and income taxes. Historically, the payment of cash for
compensation and benefits is at its highest level in the first quarter when we
pay discretionary employee compensation related to the previous fiscal year.

Cash Flows From Investing Activities



Cash used in investing activities was $224.9 million for the nine months ended
September 30, 2020 compared to $35.3 million for the nine months ended
September 30, 2019. The year-over-year change was primarily driven by the $190.8
million investment in Burgiss.

Cash Flows From Financing Activities



Cash used in financing activities was $549.5 million for the nine months ended
September 30, 2020 compared to $450.3 million for the nine months ended
September 30, 2019. The year-over-year change was primarily driven by the early
redemptions of the 2025 Senior Notes and 2024 Senior Notes, as well as the
impact of higher share repurchases. This was partially offset by the impact of
the 2031 Senior Notes and 2030 Senior Notes offerings in May 2020 and February
2020, respectively.

Off-Balance Sheet Arrangements



We do not have any relationships with unconsolidated entities or financial
partnerships, such as entities often referred to as structured finance or
special purpose entities, which would have been established for the purpose of
facilitating off-balance sheet arrangements or other contractually narrow or
limited purposes.

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