MongoDB, Inc. Announces Fourth Quarter and Full Year Fiscal 2023 Financial Results
MongoDB, Inc. reported its financial results for Q4 and full year fiscal 2023, with total revenue of $361.3 million in Q4, marking a 36% year-over-year increase. The full year revenue reached $1,284.0 million, up 47% year-over-year. MongoDB Atlas revenue grew 50% year-over-year, constituting 65% of Q4 total revenue. The company had over 40,800 customers as of January 31, 2023. Despite these gains, losses persisted, with a net loss of $64.4 million in Q4 and $345.4 million for the full year. Looking ahead, MongoDB expects Q1 FY 2024 revenue between $344.0 million and $348.0 million.
- Total revenue increased by 36% in Q4 and 47% for full year fiscal 2023.
- MongoDB Atlas revenue was up 50% year-over-year.
- Gross profit margin improved to 75% in Q4, up from 72% a year ago.
- Continued strong customer growth with over 40,800 customers.
- Net loss of $64.4 million in Q4, though an improvement from the previous year.
- Full year net loss increased to $345.4 million, compared to $306.9 million the previous year.
- Cash used in operations was $13.0 million for the year, a decline from $7.0 million in the prior year.
Fourth Quarter Fiscal 2023 Total Revenue of
Full Year Fiscal 2023 Total Revenue of
Continued Strong Customer Growth with Over 40,800 Customers as of
MongoDB Atlas Revenue up
"
"As we enter fiscal 2024, we are incredibly optimistic about the opportunity ahead for
Fourth Quarter Fiscal 2023 Financial Highlights
- Revenue: Total revenue was
for the fourth quarter of fiscal 2023, an increase of$361.3 million 36% year-over-year. Subscription revenue was , an increase of$348.2 million 35% year-over-year, and services revenue was , an increase of$13.1 million 59% year-over-year. - Gross Profit: Gross profit was
for the fourth quarter of fiscal 2023, representing a$272.2 million 75% gross margin compared to72% in the year-ago period. Non-GAAP gross profit was , representing a$280.8 million 78% non-GAAP gross margin, compared to a non-GAAP gross margin of74% in the year-ago period. - Loss from Operations: Loss from operations was
for the fourth quarter of fiscal 2023, compared to a loss from operations of$72.9 million in the year-ago period. Non-GAAP income from operations was$78.6 million , compared to a non-GAAP income from operations of$37.2 million in the year-ago period.$13.0 million - Net Loss: Net loss was
, or$64.4 million per share, based on 69.5 million weighted-average shares outstanding, for the fourth quarter of fiscal 2023. This compares to a net loss of$0.93 , or$84.4 million per share, in the year-ago period. Non-GAAP net income was$1.26 , or$46.4 million per share, based on 80.8 million diluted weighted-average shares outstanding. This compares to a non-GAAP net income of$0.57 , or$8.0 million per share, in the year-ago period.$0.10 - Cash Flow: As of
January 31, 2023 ,MongoDB had in cash, cash equivalents, short-term investments and restricted cash. During the three months ended$1.8 billion January 31, 2023 ,MongoDB generated of cash from operations compared to$25.9 million in the year-ago period. Free cash flow was$22.3 million for the three months ended$23.8 million January 31, 2023 , compared to free cash flow of in the year-ago period.$16.8 million
Full Year Fiscal 2023 Financial Highlights
- Revenue: Total revenue was
for the full year fiscal 2023, an increase of$1,284.0 million 47% year-over-year. Subscription revenue was , an increase of$1,235.1 million 47% year-over-year, and services revenue was , an increase of$48.9 million 54% year-over-year. - Gross Profit: Gross profit was
for the full year fiscal 2023, representing a$934.7 million 73% gross margin compared to70% in the year-ago period. Non-GAAP gross profit was , representing a$966.0 million 75% non-GAAP gross margin, compared to a non-GAAP gross margin of73% in the year-ago period. - Loss from Operations: Loss from operations was
for the full year fiscal 2023, compared to a loss from operations of$346.7 million in the year-ago period. Non-GAAP income from operations was$289.4 million , compared to a non-GAAP income from operations of$62.0 million in the year-ago period.$12.5 million - Net Loss: Net loss was
, or$345.4 million per share, based on 68.6 million weighted-average shares outstanding, for the full year fiscal 2023. This compares to a net loss of$5.03 , or$306.9 million per share, in the year-ago period. Non-GAAP net income was$4.75 , or$64.7 million per share based on 80.2 million diluted weighted-average shares outstanding. This compares to a non-GAAP net loss of$0.81 , or$1.0 million per share, in the year-ago period.$0.02 - Cash Flow: During the year ended
January 31, 2023 ,MongoDB used of cash in operations, compared to$13.0 million of cash provided from operations in the year-ago period. Free cash flow for the year ended$7.0 million January 31, 2023 , was negative , compared to negative free cash flow of$24.7 million in the year-ago period.$6.7 million
A reconciliation of each Non-GAAP measure to the most directly comparable GAAP measure has been provided in the financial statement tables included at the end of this press release. An explanation of these measures is also included below under the heading "Non-GAAP Financial Measures."
Fourth Quarter Fiscal 2023 and Recent Business Highlights
MongoDB continues to gain momentum with hyperscale cloud partners. The Company signed a new 5-year strategic partnership agreement with Microsoft Azure, including commitments to technical integrations, acceleration of joint go-to-market activities, as well as joint focus and incentives to migrateMongoDB on-premises deployments to Atlas on Azure. Recently,MongoDB expanded its multi-year partnership withGoogle Cloud to include a number of new, joint go-to-market programs, along with an initiative to accelerate startups' data journeys. Additionally, AWS awarded MongoDB Marketplace Partner of the Year for theEurope ,Middle East , andAfrica (EMEA) region after witnessing strong growth among joint customers in that geography during the year.MongoDB was named a Leader in the 2022 Gartner® Magic Quadrant™ for Cloud Database Management Systems (DBMS).MongoDB announced that it achieved the FedRAMP Moderate Authorized designation for MongoDB Atlas for Government. As a result, thousands of government organizations leveraging AWS will be able to use Atlas for Government to build and deploy secure, highly-scalable, distributed applications in the cloud.
First Quarter and Full Year Fiscal 2024 Guidance
Based on information available to management as of today,
First Quarter Fiscal 2024 | Full Year Fiscal 2024 | |
Revenue | ||
Non-GAAP Income from Operations | ||
Non-GAAP Net Income per Share |
Note that due to the Company's expectation of future non-GAAP profitability, the non-GAAP net income per share guidance provided above for the first quarter and full year fiscal 2024 includes an additional non-GAAP tax provision.
Reconciliation of non-GAAP income from operations and non-GAAP net income per share guidance to the most directly comparable GAAP measures is not available without unreasonable efforts on a forward-looking basis due to the high variability, complexity and low visibility with respect to the charges excluded from these non-GAAP measures; in particular, the measures and effects of stock-based compensation expense specific to equity compensation awards that are directly impacted by unpredictable fluctuations in
Conference Call Information
Forward-Looking Statements
This press release includes certain "forward-looking statements" within the meaning of Section 27A of the Securities Act of 1933, as amended, or the Securities Act, and Section 21E of the Securities Exchange Act of 1934, as amended, including statements concerning
Non-GAAP Financial Measures
This press release includes the following financial measures defined as non-GAAP financial measures by the
- expenses associated with stock-based compensation including employer payroll taxes upon the vesting and exercising of stock-based awards and expenses related to stock appreciation rights previously issued to our employees in
China ; - amortization of intangible assets for the acquired technology and acquired customer relationships associated with prior acquisitions;
- amortization of time-based payments associated with prior acquisitions that were deemed to be post-combination compensation expense for
U.S. GAAP purposes; and - in the case of non-GAAP net income (loss) and non-GAAP net income (loss) per share, amortization of the debt issuance costs associated with our convertible senior notes and gains or losses on investments.
Free cash flow represents net cash used in operating activities, less capital expenditures, principal repayments of finance lease liabilities and capitalized software development costs, if any.
Non-GAAP financial measures have limitations as an analytical tool and should not be considered in isolation from, or as a substitute for, financial information prepared in accordance with GAAP. In particular, other companies may report non-GAAP gross profit, non-GAAP gross margin, non-GAAP operating expenses, non-GAAP income (loss) from operations, non-GAAP net income (loss), non-GAAP net income (loss) per share, free cash flow or similarly titled measures but calculate them differently, which reduces their usefulness as comparative measures. Investors are encouraged to review the reconciliation of these non-GAAP financial measures to their most directly comparable GAAP financial measures, as presented below. This earnings press release and any future releases containing such non-GAAP reconciliations can also be found on the Investor Relations page of
Disclosure
Gartner, Magic Quadrant for Cloud Database Management Systems,
The Gartner content described herein, (the "Gartner Content") represent(s) research opinion or viewpoints published, as part of a syndicated subscription service, by Gartner, Inc. ("Gartner"), and are not representations of fact. Gartner Content speaks as of its original publication date (and not as of the date of this press release) and the opinions expressed in the Gartner Content are subject to change without notice.
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| |||
Assets | |||
Current assets: | |||
Cash and cash equivalents | $ 455,826 | $ 473,904 | |
Short-term investments | 1,380,804 | 1,352,019 | |
Accounts receivable, net of allowance for doubtful accounts of | 285,192 | 195,383 | |
Deferred commissions | 83,550 | 63,523 | |
Prepaid expenses and other current assets | 31,212 | 32,573 | |
Total current assets | 2,236,584 | 2,117,402 | |
Property and equipment, net | 57,841 | 62,625 | |
Operating lease right-of-use assets | 41,194 | 41,745 | |
Goodwill | 57,779 | 57,775 | |
Acquired intangible assets, net | 11,428 | 20,608 | |
Deferred tax assets | 2,564 | 1,939 | |
Other assets | 181,503 | 147,494 | |
Total assets | $ 2,588,893 | $ 2,449,588 | |
Liabilities and Stockholders' Equity | |||
Current liabilities: | |||
Accounts payable | $ 8,295 | $ 5,234 | |
Accrued compensation and benefits | 90,112 | 112,568 | |
Operating lease liabilities | 8,686 | 8,084 | |
Other accrued liabilities | 52,672 | 48,848 | |
Deferred revenue | 428,747 | 352,001 | |
Total current liabilities | 588,512 | 526,735 | |
Deferred tax liability, non-current | 225 | 81 | |
Operating lease liabilities, non-current | 36,264 | 38,707 | |
Deferred revenue, non-current | 31,524 | 23,179 | |
Convertible senior notes, net | 1,139,880 | 1,136,521 | |
Other liabilities, non-current | 52,980 | 57,665 | |
Total liabilities | 1,849,385 | 1,782,888 | |
Stockholders' equity: | |||
Common stock, par value of | 70 | 67 | |
Additional paid-in capital | 2,276,694 | 1,860,514 | |
(1,319) | (1,319) | ||
Accumulated other comprehensive loss | (905) | (2,928) | |
Accumulated deficit | (1,535,032) | (1,189,634) | |
Total stockholders' equity | 739,508 | 666,700 | |
Total liabilities and stockholders' equity | $ 2,588,893 | $ 2,449,588 |
| ||||||||||||
Three Months Ended | Years Ended | |||||||||||
2023 | 2022 | 2023 | 2022 | |||||||||
Revenue: | ||||||||||||
Subscription | $ 348,178 | $ 258,225 | $ 1,235,122 | $ 842,047 | ||||||||
Services | 13,134 | 8,269 | 48,918 | 31,735 | ||||||||
Total revenue | 361,312 | 266,494 | 1,284,040 | 873,782 | ||||||||
Cost of revenue(1): | ||||||||||||
Subscription | 71,429 | 64,166 | 284,583 | 217,901 | ||||||||
Services | 17,731 | 11,632 | 64,721 | 41,591 | ||||||||
Total cost of revenue | 89,160 | 75,798 | 349,304 | 259,492 | ||||||||
Gross profit | 272,152 | 190,696 | 934,736 | 614,290 | ||||||||
Operating expenses: | ||||||||||||
Sales and marketing(1) | 189,916 | 144,263 | 699,201 | 471,890 | ||||||||
Research and development(1) | 110,891 | 89,417 | 421,692 | 308,820 | ||||||||
General and administrative(1) | 44,294 | 35,635 | 160,498 | 122,944 | ||||||||
Total operating expenses | 345,101 | 269,315 | 1,281,391 | 903,654 | ||||||||
Loss from operations | (72,949) | (78,619) | (346,655) | (289,364) | ||||||||
Other income (expense), net | 11,465 | (4,263) | 13,401 | (13,525) | ||||||||
Loss before provision for income taxes | (61,484) | (82,882) | (333,254) | (302,889) | ||||||||
Provision for income taxes | 2,914 | 1,566 | 12,144 | 3,977 | ||||||||
Net loss | $ (64,398) | $ (84,448) | $ (345,398) | $ (306,866) | ||||||||
Net loss per share, basic and diluted | $ (0.93) | $ (1.26) | $ (5.03) | $ (4.75) | ||||||||
Weighted-average shares used to compute net loss per share, basic and diluted | 69,525,238 | 66,972,991 | 68,628,267 | 64,563,032 | ||||||||
(1) Includes stock–based compensation expense as follows: | ||||||||||||
Three Months Ended | Years Ended | |||||||||||
2023 | 2022 | 2023 | 2022 | |||||||||
Cost of revenue—subscription | $ 5,190 | $ 4,065 | $ 19,682 | $ 14,387 | ||||||||
Cost of revenue—services | 2,966 | 1,852 | 10,565 | 6,325 | ||||||||
Sales and marketing | 38,534 | 27,198 | 143,073 | 91,947 | ||||||||
Research and development | 41,516 | 31,108 | 159,099 | 104,335 | ||||||||
General and administrative | 13,930 | 9,519 | 49,035 | 34,075 | ||||||||
Total stock–based compensation expense | $ 102,136 | $ 73,742 | $ 381,454 | $ 251,069 |
| |||||||
Three Months Ended | Years Ended | ||||||
2023 | 2022 | 2023 | 2022 | ||||
Cash flows from operating activities | |||||||
Net loss | $ (64,398) | $ (84,448) | $ (345,398) | $ (306,866) | |||
Adjustments to reconcile net loss to net cash used in operating activities: | |||||||
Depreciation and amortization | 4,198 | 3,682 | 16,110 | 13,671 | |||
Stock-based compensation | 102,136 | 73,742 | 381,454 | 251,069 | |||
Amortization of debt issuance costs | 845 | 844 | 3,375 | 4,005 | |||
Amortization of finance right-of-use assets | 993 | 993 | 3,974 | 3,974 | |||
Amortization of operating right-of-use assets | 2,309 | 1,800 | 9,098 | 6,810 | |||
Deferred income taxes | (976) | 132 | (562) | (2,579) | |||
Amortization of premium and accretion of discount on short-term investments, net | (8,908) | 2,562 | (5,954) | 7,540 | |||
Unrealized gain on non-marketable securities | (163) | — | (1,857) | — | |||
Unrealized foreign exchange loss | 2,814 | 1,016 | 1,260 | 1,519 | |||
Change in operating assets and liabilities: | |||||||
Accounts receivable | (53,190) | (15,385) | (91,450) | (62,277) | |||
Prepaid expenses and other current assets | (3,867) | (12,645) | 2,315 | (19,865) | |||
Deferred commissions | (19,168) | (49,923) | (49,077) | (84,742) | |||
Other long-term assets | 934 | 524 | (99) | 233 | |||
Accounts payable | 527 | 19 | 3,163 | 1,146 | |||
Accrued liabilities | 2,580 | 25,110 | (16,189) | 59,248 | |||
Operating lease liabilities | (2,588) | (2,523) | (9,692) | (6,866) | |||
Deferred revenue | 61,786 | 78,743 | 85,759 | 137,241 | |||
Other liabilities, non-current | 7 | (1,932) | 800 | 3,719 | |||
Net cash provided by (used in) operating activities | 25,871 | 22,311 | (12,970) | 6,980 | |||
Cash flows from investing activities | |||||||
Purchases of property and equipment | (711) | (3,556) | (7,244) | (8,072) | |||
Acquisition, net of cash acquired | — | — | — | (4,469) | |||
Investment in non-marketable securities | (375) | (2,000) | (3,098) | (4,343) | |||
Proceeds from maturities of marketable securities | 350,000 | 150,000 | 1,425,000 | 550,000 | |||
Purchases of marketable securities | (933,919) | (453,008) | (1,447,966) | (1,385,258) | |||
Net cash used in investing activities | (585,005) | (308,564) | (33,308) | (852,142) | |||
Cash flows from financing activities | |||||||
Proceeds from exercise of stock options | 1,367 | 2,074 | 5,707 | 9,665 | |||
Proceeds from issuance of common stock, net of issuance costs | — | — | — | 889,184 | |||
Proceeds from the issuance of common stock under the Employee Stock Purchase Plan | 13,226 | 12,246 | 29,003 | 25,209 | |||
Principal repayments of finance leases | (1,323) | (1,923) | (4,510) | (5,572) | |||
Repayments of convertible senior notes attributable to principal | — | — | — | (27,594) | |||
Net cash provided by financing activities | 13,270 | 12,397 | 30,200 | 890,892 | |||
Effect of exchange rate changes on cash, cash equivalents, and restricted cash | 2,026 | (384) | (2,003) | (1,532) | |||
Net (decrease) increase in cash, cash equivalents and restricted cash | (543,838) | (274,240) | (18,081) | 44,198 | |||
Cash, cash equivalents, and restricted cash, beginning of period | 1,000,177 | 748,660 | 474,420 | 430,222 | |||
Cash, cash equivalents, and restricted cash, end of period | $ 456,339 | $ 474,420 | $ 456,339 | $ 474,420 |
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Three Months Ended | Years Ended | ||||||
2023 | 2022 | 2023 | 2022 | ||||
Reconciliation of GAAP gross profit to non-GAAP gross profit: | |||||||
Gross profit on a GAAP basis | $ 272,152 | $ 190,696 | $ 934,736 | $ 614,290 | |||
Gross margin (Gross profit/Total revenue) on a GAAP basis | 75 % | 72 % | 73 % | 70 % | |||
Add back: | |||||||
Expenses associated with stock-based compensation: Cost of Revenue—Subscription | 5,387 | 4,720 | 20,490 | 15,815 | |||
Expenses associated with stock-based compensation: Cost of Revenue—Services | 3,280 | 1,493 | 10,802 | 8,431 | |||
Non-GAAP gross profit | $ 280,819 | $ 196,909 | $ 966,028 | $ 638,536 | |||
Non-GAAP gross margin (Non-GAAP gross profit/Total revenue) | 78 % | 74 % | 75 % | 73 % | |||
Reconciliation of GAAP operating expenses to non-GAAP operating expenses: | |||||||
Sales and marketing operating expense on a GAAP basis | $ 189,916 | $ 144,263 | $ 699,201 | $ 471,890 | |||
Less: | |||||||
Expenses associated with stock-based compensation | 40,575 | 34,211 | 149,778 | 109,582 | |||
Amortization of intangible assets associated with acquisitions | 760 | 760 | 3,040 | 3,040 | |||
Non-GAAP sales and marketing operating expense | $ 148,581 | $ 109,292 | $ 546,383 | $ 359,268 | |||
Research and development operating expense on a GAAP basis | $ 110,891 | $ 89,417 | $ 421,692 | $ 308,820 | |||
Less: | |||||||
Expenses associated with stock-based compensation | 43,788 | 35,006 | 165,373 | 113,117 | |||
Amortization of intangible assets and post-combination compensation expense associated with prior acquisitions | 1,535 | 2,782 | 6,140 | 10,527 | |||
Non-GAAP research and development operating expense | $ 65,568 | $ 51,629 | $ 250,179 | $ 185,176 | |||
General and administrative operating expense on a GAAP basis | $ 44,294 | $ 35,635 | $ 160,498 | $ 122,944 | |||
Less: | |||||||
Expenses associated with stock-based compensation | 14,779 | 12,673 | 53,006 | 41,364 | |||
Non-GAAP general and administrative operating expense | $ 29,515 | $ 22,962 | $ 107,492 | $ 81,580 | |||
Reconciliation of GAAP loss from operations to non-GAAP income from operations: | |||||||
Loss from operations on a GAAP basis | $ (72,949) | $ (78,619) | $ (346,655) | $ (289,364) | |||
Add back: | |||||||
Expenses associated with stock-based compensation | 107,809 | 88,103 | 399,449 | 288,309 | |||
Amortization of intangible assets and post-combination compensation expense associated with prior acquisitions | 2,295 | 3,542 | 9,180 | 13,567 | |||
Non-GAAP income from operations | $ 37,155 | $ 13,026 | $ 61,974 | $ 12,512 | |||
Reconciliation of GAAP net loss to non-GAAP net income (loss): | |||||||
Net loss on a GAAP basis | $ (64,398) | $ (84,448) | $ (345,398) | $ (306,866) | |||
Add back: | |||||||
Expenses associated with stock-based compensation | 107,809 | 88,103 | 399,449 | 288,309 | |||
Amortization of intangible assets and post-combination compensation expense associated with prior acquisitions | 2,295 | 3,542 | 9,180 | 13,567 | |||
Amortization of debt issuance costs related to convertible senior notes | 845 | 844 | 3,375 | 4,005 | |||
Less: | |||||||
Gain on non-marketable securities | 163 | — | 1,857 | — | |||
Non-GAAP net income (loss) | $ 46,388 | $ 8,041 | $ 64,749 | $ (985) | |||
Reconciliation of GAAP net loss per share, basic and diluted, to non-GAAP net income (loss) per share, basic and diluted: | |||||||
Net loss per share, basic and diluted, on a GAAP basis | $ (0.93) | $ (1.26) | $ (5.03) | $ (4.75) | |||
Add back: | |||||||
Expenses associated with stock-based compensation | 1.55 | 1.32 | 5.82 | 4.46 | |||
Amortization of intangible assets and post-combination compensation expense associated with prior acquisitions | 0.03 | 0.05 | 0.13 | 0.21 | |||
Amortization of debt issuance costs related to convertible senior notes | 0.01 | 0.01 | 0.05 | 0.06 | |||
Less: | |||||||
Gain on non-marketable securities | — | — | 0.03 | — | |||
Non-GAAP net income (loss) per share, basic | $ 0.66 | $ 0.12 | $ 0.94 | $ (0.02) | |||
Adjustment for fully diluted earnings per share | (0.09) | (0.02) | (0.13) | — | |||
Non-GAAP net income (loss) per share, diluted * | $ 0.57 | $ 0.10 | $ 0.81 | $ (0.02) |
* | Diluted non-GAAP net income per share is calculated based upon 80,773,902 and 80,174,413 of diluted weighted-average shares of outstanding common stock for the three and twelve months ended |
The following table presents a reconciliation of free cash flow to net cash provided by (used in) operating activities, the most directly comparable GAAP measure, for each of the periods indicated (unaudited, in thousands): | |||||||
Three Months Ended | Years Ended | ||||||
2023 | 2022 | 2023 | 2022 | ||||
Net cash provided by (used in) operating activities | $ 25,871 | $ 22,311 | $ (12,970) | $ 6,980 | |||
Capital expenditures | (711) | (3,556) | (7,244) | (8,072) | |||
Principal repayments of finance leases | (1,323) | (1,923) | (4,510) | (5,572) | |||
Capitalized software | — | — | — | — | |||
Free cash flow | $ 23,837 | $ 16,832 | $ (24,724) | $ (6,664) |
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The following table presents certain customer count information as of the periods indicated: | |||||||||||||||||
Total Customers (a) | 24,800+ | 26,800+ | 29,000+ | 31,000+ | 33,000+ | 35,200+ | 37,000+ | 39,100+ | 40,800+ | ||||||||
Direct Sales Customers(b) | 3,000+ | 3,300+ | 3,600+ | 3,900+ | 4,400+ | 4,800+ | 5,400+ | 5,900+ | 6,400+ | ||||||||
MongoDB Atlas Customers | 23,300+ | 25,300+ | 27,500+ | 29,500+ | 31,500+ | 33,700+ | 35,500+ | 37,600+ | 39,300+ | ||||||||
Customers over | 975 | 1,057 | 1,126 | 1,201 | 1,307 | 1,379 | 1,462 | 1,545 | 1,651 |
(a) Our definition of "customer" excludes users of our free offerings and all affiliated entities are counted as a single customer. As of and prior to |
(b) Direct Sales Customers are customers that were sold through our direct sales force and channel partners. |
(c) Represents the number of customers with |
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The following table presents certain supplemental revenue information as of the periods indicated: | |||||||||||||||||
MongoDB Enterprise Advanced: % of Subscription Revenue | 41 % | 40 % | 36 % | 34 % | 33 % | 33 % | 28 % | 29 % | 28 % | ||||||||
Direct Sales Customers(a) Revenue: % of Subscription Revenue | 83 % | 84 % | 84 % | 85 % | 86 % | 87 % | 86 % | 87 % | 88 % |
(a) Direct Sales Customers are customers that were sold through our direct sales force and channel partners. |
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