Biggest changeWe encourage investors and others to review our financial information in its entirety, not to rely on any single financial measure and to view Contribution, Contribution Margin, Adjusted EBITDA, and Adjusted EBITDA Margin in conjunction with their respective related GAAP financial measures. 67 The following table provides a reconciliation of gross profit, or revenue less cost of revenue, to Contribution (in millions): Year Ended December 31, 2022 2021 2020 (in millions) Revenue $ 4,095.1 $ 3,208.3 $ 2,364.7 Less cost of revenue (2,435.7) (1,702.3) (1,447.5) Gross profit 1,659.4 1,506.0 917.2 Gross profit margin 40.5 % 46.9 % 38.8 % Adjusted to exclude the following (as related to cost of revenue): Amortization of intangible assets 5.0 11.0 12.0 Stock-based compensation expense 44.1 39.5 28.7 Payroll tax expense related to stock-based compensation 1.2 1.8 1.5 Net amount from claims ceded under the Reinsurance Agreement (1)(2) 18.5 52.8 — Transactions related to certain legacy auto insurance liabilities (3)(4) — 20.2 62.5 Restructuring charges (5)(6) 1.6 — 3.5 Contribution (7) $ 1,729.8 $ 1,631.3 $ 1,025.4 Contribution Margin (7) 42.2 % 50.8 % 43.4 % _______________ (1) Reflects the net amount recognized on the statement of operations associated with claims ceded under the Reinsurance Agreement, including any losses related to the deferral gains on the statement of operations and any benefit from the amortization of the deferred gain in the same period, to help investors understand the ultimate economic benefit of the Reinsurance Agreement.
Biggest changeThe following table provides a reconciliation of net loss to Adjusted Net Income (Loss) (in millions): Year Ended December 31, 2023 2022 2021 Net loss $ (340.3) $ (1,584.5) $ (1,062.1) Adjusted for the following: Amortization of intangible assets 16.8 18.4 18.1 Stock-based compensation 484.5 750.8 724.6 Payroll tax expense related to stock-based compensation 12.5 17.0 31.5 Net amount from claims ceded under the Reinsurance Agreement (1)(2) — 18.5 52.8 Costs related to acquisitions and divestitures (3) — 2.3 (117.7) Transactions related to certain legacy auto insurance liabilities (4) — — 20.4 Restructuring charges (5)(6) 77.2 110.5 — Impairment charges (7) — 135.7 — Adjusted Net Income (Loss) (8) $ 250.7 $ (531.4) $ (332.6) _______________ (1) In the second quarter of 2022, we recorded a $36.8 million gain recognized in cost of revenue on the consolidated statement of operations related to the Commutation Transaction, which effectively commuted and settled the Reinsurance Agreement.
We offer various incentive programs to drivers that are recorded as reduction to revenue if we do not receive a distinct good or service in consideration or if we cannot reasonably estimate the fair value of goods or services received.
We offer various incentive programs to drivers that are recorded as reduction to revenue if we do not receive a distinct good or service in consideration or if we cannot reasonably estimate the fair value of goods or services received.
Investing Activities Cash provided by investing activities was $186.0 million for the year ended December 31, 2022, which primarily consisted of proceeds from sales and maturities of marketable securities of $4.0 billion, maturities of term deposits of $395.1 million and the sale of property and equipment of $129.8 million, partially offset by purchases of marketable securities of $4.0 billion, the acquisition of PBSC of $146.3 million, and purchases of property and equipment of $115.0 million.
Cash provided by investing activities was $186.0 million for the year ended December 31, 2022, which primarily consisted of proceeds from sales and maturities of marketable securities of $4.0 billion, maturities of term deposits of $395.1 million and the sale of property and equipment of $129.8 million, partially offset by purchases of marketable securities of $4.0 billion, the acquisition of PBSC of $146.3 million, and purchases of property and equipment of $115.0 million.
Financing Activities Cash used in financing activities was $87.5 million for the year ended December 31, 2022, which primarily consisted of repayment of loans of $67.6 million and principal payments on finance lease obligations for $34.8 million.
Cash used in financing activities was $87.5 million for the year ended December 31, 2022, which primarily consisted of repayment of loans of $67.6 million and principal payments on finance lease obligations for $34.8 million.
In November 3, 2022, we entered into a revolving credit agreement with certain lenders which provides for a $420 million revolving secured credit facility maturing on the earlier of (i) November 3, 2027 and (ii) February 13, 2025, if, as of such date, the Company’s Liquidity (as defined in the revolving credit agreement) minus the aggregate principal amount of the Company’s 2025 Notes outstanding on such date is less than $1.25 billion.
In November 3, 2022, we entered into the Revolving Credit Facility, which is a revolving credit agreement with certain lenders which provides for a $420 million revolving secured credit facility maturing on the earlier of (i) November 3, 2027 and (ii) February 13, 2025, if, as of such date, the Company’s Liquidity (as defined in the revolving credit agreement) minus the aggregate principal amount of the Company’s 2025 Notes outstanding on such date is less than $1.25 billion.
In addition, the credit facility contains restrictions on payments including cash payments of dividends. The Revolving Credit Facility provides for borrowings up to the amount of the facility, with a sublimit of $168 million for the issuance of letters of credit.
In addition, the Revolving Credit Facility contains restrictions on payments including cash payments of dividends. The Revolving Credit Facility provides for borrowings up to the amount of the facility, with a sublimit of $168 million for the issuance of letters of credit.
During the first quarter of 2020, we entered into a Novation Agreement for the transfer of certain legacy auto insurance liabilities between October 1, 2015 and September 30, 2018. Refer to Note 6 “Supplemental Financial Statement Information” to the consolidated financial statements for information regarding these transactions.
During the first quarter of 2020, we entered into a Novation Agreement for the transfer of certain legacy auto insurance liabilities between October 1, 2015 and September 30, 2018. Refer to Note 6 “Supplemental Financial Statement Information” to the consolidated financial statements regarding these transactions.
Consideration allocated to each performance obligation, the data delivery and vehicle access, are determined by assigning the relative fair value to each of the performance obligations. Revenue is recorded upon delivery of the rideshare data and ratably over the quarter for access to 56 fleet vehicles as our respective performance obligation is satisfied upon the delivery of each.
Consideration allocated to each performance obligation, the data delivery and vehicle access, are determined by assigning the relative fair value to each of the performance obligations. Revenue is recorded upon delivery of the rideshare data and ratably over the quarter for access to fleet vehicles as our respective performance obligation is satisfied upon the delivery of each.
We believe the adjustment to include sublease income to Adjusted EBITDA is useful to investors by enabling them to better assess our operating performance, including the benefits of recent transactions, by presenting sublease income as a contra-expense to the related lease charges within our operating expenses.
We believe the adjustment to include sublease income in Adjusted EBITDA is useful to investors by enabling them to better assess our operating performance, including the benefits of recent transactions, by presenting sublease income as a contra-expense to the related lease charges within our operating expenses.
An Active Rider is identified by a unique phone number. If a rider has two mobile phone numbers or changed their phone number and such rider took rides using both phone numbers during the quarter, that person would count as two Active Riders.
An Active Rider is identified by a unique phone number. If a rider has two mobile phone numbers or changed their phone number and that rider took rides using both phone numbers during the quarter, that person would count as two Active Riders.
Insurance Reserves We utilize both a wholly-owned captive insurance subsidiary and third-party insurance, which may include deductibles and self-insured retentions, to insure or reinsure costs including auto liability, uninsured and underinsured motorist, auto physical damage, first party injury coverages including personal injury protection under state law and general business liabilities up to certain limits.
Insurance Reserves and Insurance-related Accruals We utilize both a wholly-owned captive insurance subsidiary and third-party insurance, which may include deductibles and self-insured retentions, to insure or reinsure costs including auto liability, uninsured and underinsured motorist, auto physical damage, first party injury coverages including personal injury protection under state law and general business liabilities up to certain limits.
If, as a result of its qualitative assessment, it is more-likely-than-not that the fair value of the reporting unit is less than its carrying amounts, the quantitative impairment test will be required. There was no impairment of goodwill recorded for the years ended December 31, 2022, 2021 and 2020.
If, as a result of its qualitative assessment, it is more-likely-than-not that the fair value of the reporting unit is less than its carrying amounts, the quantitative impairment test will be required. There was no impairment of goodwill recorded for the years ended December 31, 2023, 2022 and 2021.
We are obligated to pay interest on loans under the credit facility and other customary fees for a credit facility of this size and type, including an upfront fee and an unused commitment fee. The interest rate for the credit facility is determined based on calculations using certain market rates as set forth in the credit agreement.
We are obligated to pay interest on loans under the Revolving Credit Facility and other customary fees for a credit facility of this size and type, including an upfront fee 70 and an unused commitment fee. The interest rate for the Revolving Credit Facility is determined based on calculations using certain market rates as set forth in the credit agreement.
(2) Includes a $36.8 million gain recognized in cost of revenue in the second quarter of 2022 on the consolidated statement of operations related to the Commutation Transaction, which effectively commuted and settled the Reinsurance Agreement. Refer to Note 6 "Supplemental Financial Statement Information" to the consolidated financial statements for information regarding the Commutation Transaction.
(3) Includes a $36.8 million gain recognized in cost of revenue in the second quarter of 2022 on the consolidated statement of operations related to the Commutation Transaction, which effectively commuted and settled the Reinsurance Agreement. Refer to Note 6 "Supplemental Financial Statement Information" to the consolidated financial statements for information regarding the Commutation Transaction.
The amortization of these deferred gains provided a benefit to cost of revenue over multiple periods equal to the excess benefits received. On June 21, 2022, PVIC and DARAG completed the Commutation Transaction, which effectively commuted and settled the previous Reinsurance Agreement.
The amortization of these deferred gains provided a benefit to cost of revenue over periods equal to the excess benefits received. On June 21, 2022, PVIC and DARAG completed the Commutation Transaction, which effectively commuted and settled the Reinsurance Agreement.
Revenue also consists of rental revenues recognized through leases or subleases primarily from Flexdrive, Lyft Rentals, and our network of Light Vehicles, which includes revenue generated from single-use ride fees paid by riders of Light Vehicles.
Revenue also consists of rental revenues recognized through leases or subleases primarily from Flexdrive and our network of Light Vehicles, which includes revenue generated from single-use ride fees paid by riders of Light Vehicles.
Discussions of fiscal year 2020 and year-to-year comparisons between 2021 and 2020 that are not included in this Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of the Company’s Annual Report on Form 10-K/A for the fiscal year ended December 31, 2021.
Discussions of fiscal year 2021 and year-to-year comparisons between 2022 and 2021 that are not included in this Form 10-K can be found in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” in Part II, Item 7 of the Company’s Annual Report on Form 10-K for the fiscal year ended December 31, 2022.
As a result, the net amounts that will ultimately be paid to settle the liability and when amounts will be paid may significantly vary from the estimated amounts provided for in the consolidated balance sheets.
As a result, the net amounts that will ultimately be paid to settle the liabilities and when amounts will be paid may significantly vary from the estimated amounts provided for in the consolidated balance sheets.
Refer to Note 6 “Supplemental Financial Statement Information - Commutation of the Reinsurance Agreement” to the consolidated 57 financial statements for information regarding this transaction. Refer to Note 6 “Supplemental Financial Statement Information” to the consolidated financial statements for information regarding these transactions.
Refer to Note 6 “Supplemental Financial Statement Information - Commutation of the Reinsurance Agreement” to the consolidated financial 59 statements for information regarding this transaction. Refer to Note 6 “Supplemental Financial Statement Information” to the consolidated financial statements for information regarding these transactions.
(3) In the second quarter of 2021, we entered into a Reinsurance Agreement under which a third party reinsured certain legacy auto insurance liabilities.
(6) In the second quarter of 2021, we entered into the Reinsurance Agreement under which a third party reinsured certain legacy auto insurance liabilities.
(7) In the second quarter of 2021, we entered into a Reinsurance Agreement under which a third party reinsured certain legacy auto insurance liabilities.
(4) In the second quarter of 2021, we entered into a Reinsurance Agreement under which a third party reinsured certain legacy auto insurance liabilities.
We believe the adjustment to exclude these costs associated with transactions related to legacy insurance liabilities from Contribution and Adjusted EBITDA is useful to investors by enabling them to better assess our operating performance in the context of current period results and provide for better comparability with our historically disclosed Contribution and Adjusted EBITDA amounts.
We believe the adjustment to exclude these costs associated with transactions related to legacy insurance liabilities from Adjusted EBITDA and Adjusted Net Income (Loss) is useful to investors by enabling them to better assess our operating performance in the context of current period results and provide for better comparability with our historically disclosed Adjusted EBITDA and Adjusted Net Income (Loss) amounts.
We believe the adjustment to exclude this gain associated with the commutation of the Reinsurance Agreement from Contribution and Adjusted EBITDA is useful to investors by enabling them to better assess our operating performance in the context of current period results and provide for better comparability with our historically disclosed Contribution and Adjusted EBITDA amounts.
We believe the adjustment to exclude this gain associated with the commutation of the Reinsurance Agreement from Adjusted EBITDA and Adjusted Net Income (Loss) is useful to investors by enabling them to better assess our operating performance in the context of current period results and provide for better comparability with our historically disclosed Adjusted EBITDA and Adjusted Net Income (Loss) amounts.
Revenue derived from these offerings are recognized in accordance with ASC 606 58 as described in the Critical Accounting Policies and Estimates above and in Note 2 of the notes to our consolidated financial statements.
Revenue derived from these offerings is recognized in accordance with ASC 606 as described in the Critical Accounting Policies and Estimates above and in Note 2 of the notes to our consolidated financial statements.
Revenue derived from these offerings are recognized in accordance with ASC 842 as described in the Critical Accounting Policies and Estimates above and in Note 2 of the notes to our consolidated financial statements.
Revenue derived from 60 these offerings is recognized in accordance with ASC 842 as described in the Critical Accounting Policies and Estimates above and in Note 2 of the notes to our consolidated financial statements.
Losses ceded under the Reinsurance Agreement that exceed $271.5 million, but are below the aggregate limit of $434.5 million, resulted in the recognition of a deferred gain liability. The deferred gain liability was amortized and recognized as a benefit to the statement of operations over the estimated remaining settlement period of the ceded reserves.
Losses ceded under the Reinsurance Agreement that exceed $271.5 million, but are below the aggregate limit of $434.5 million, result in the recognition of a deferred gain liability. The deferred gain liability is amortized and recognized as a benefit to the statement of operations over the estimated remaining settlement period of the ceded reserves.
Reconciliation of Non-GAAP Financial Measures We use Contribution, Contribution Margin, Adjusted EBITDA, and Adjusted EBITDA Margin in conjunction with GAAP measures as part of our overall assessment of our performance, including the preparation of our annual operating budget and quarterly forecasts, to evaluate the effectiveness of our business strategies, and to communicate with our board of directors concerning our financial performance.
Reconciliation of Non-GAAP Financial Measures We use our non-GAAP financial measures in conjunction with GAAP measures as part of our overall assessment of our performance, including the preparation of our annual operating budget and quarterly forecasts, to evaluate the effectiveness of our business strategies, and to communicate with our board of directors concerning our financial performance.
(6) Includes third-party costs incurred related to our acquisition of PBSC in the second quarter of 2022 and our transaction with Woven Planet in the second quarter of 2021. In the third quarter of 2022, this includes adjustments to the contingent consideration related to our acquisition of PBSC.
(5) Includes third-party costs incurred related to our acquisition of PBSC in the second quarter of 2022 and our transaction with Woven Planet in the second quarter of 2021. This also includes adjustments to the contingent consideration related to our acquisition of PBSC in the third quarter of 2022.
The settlement period of the ceded reserves was based on the life-to-date cumulative losses collected and extended over periods longer than a quarter. The amount of the deferral that was amortized was recalculated each period based on loss payments and updated estimates of the portfolio’s total losses.
The settlement period of the ceded reserves is based on the life-to-date cumulative losses collected and likely extends over periods longer than a quarter. The amount of the deferral that is amortized was recalculated each period based on loss payments and updated estimates of the portfolio’s total losses.
In the first quarter of 2023, we expect to finalize the exit of certain leases as part of the plan of termination and we completed a transaction for the divestiture of certain assets related to our first party vehicle services business to align with our anticipated operating needs.
In the first quarter of 2023, we finalized the exit of certain leases as part of the 2022 plan of termination and we completed a transaction for the divestiture of certain assets related to our first party vehicle services business to align with our anticipated operating needs.
This section of this Form 10-K generally discusses fiscal years 2022 and 2021 and year-to-year comparisons between 2022 and 2021.
This section of this Form 10-K generally discusses fiscal years 2023 and 2022 and year-to-year comparisons between 2023 and 2022.
When the amount and timing of the reinsurance recoveries were uncertain, the recovery method was used to calculate the amount of amortization in period. The deferral of gains had a negative impact in respective periods to cost of revenue as the losses on direct liabilities were not offset by gains from excess benefits under the Reinsurance Agreement.
When the amount and timing of the reinsurance recoveries are uncertain, the recovery method should be used to calculate the amount of amortization in period. The deferral of gains had a negative impact in respective period to cost of revenue as the losses on direct liabilities were not offset by gains from excess benefits under the Reinsurance Agreement.
The total impact of the transaction to reinsure certain legacy auto insurance liabilities on our consolidated statement of operations was $20.4 million, with $20.2 million in cost of revenue and $0.2 million in general and administrative expense in the year ended December 31, 2021. (4) In the first quarter of 2020, we transferred certain legacy auto insurance liabilities.
The total impact of the transaction to reinsure certain legacy auto insurance liabilities on our consolidated statement of operations was $20.4 million, with $20.2 million in cost of revenue and $0.2 million in general and administrative expense in the year ended December 31, 2021.
We calculate Adjusted EBITDA as net loss, adjusted for: • interest expense; • other income (expense), net; • provision for (benefit from) income taxes; • depreciation and amortization; • stock-based compensation; • payroll tax expense related to stock-based compensation; • net amount from claims ceded under the Reinsurance Agreement; • sublease income; • costs related to acquisitions and divestitures, if any; and • restructuring charges, if any.
We calculate Adjusted EBITDA as net loss, adjusted for: • interest expense; • other income (expense), net; • provision for (benefit from) income taxes; • depreciation and amortization; • stock-based compensation; • payroll tax expense related to stock-based compensation; • net amount from claims ceded under the Reinsurance Agreement; • sublease income; • transaction costs related to certain legacy auto insurance liabilities, if any; • costs related to acquisitions and divestitures, if any; and • restructuring charges, if any.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations. The following discussion and analysis of our financial condition and results of operations should be read in conjunction with the section titled “Selected Consolidated Financial and Other Data” and the consolidated financial statements and related notes thereto included elsewhere in this Annual Report on Form 10-K.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations. The following discussion and analysis of our financial condition and results of operations should be read in conjunction with the consolidated financial statements and related notes thereto included elsewhere in this Annual Report on Form 10-K.
The plan involved the termination of approximately 683 employees, representing 13% of our employees. As a result of the restructuring plan, in the fourth quarter of 2022, we recorded $29.5 million in employee severance and other employee costs and $9.5 million in net stock-based compensation expense related to equity compensation for employees impacted by the plan of termination.
As a result of the restructuring plan, in the fourth quarter of 2022, we recorded $29.5 million in employee severance and other employee costs and $9.5 million in net stock-based compensation expense related to equity compensation for employees impacted by the plan of termination.
Therefore, in the event that the net amount of any reserve adjustments and any benefits from deferred gains related to claims ceded under the Reinsurance Agreement is recognized on the statement of operations, those amounts will be excluded from the calculation of Contribution and Adjusted EBITDA through the exclusion of the “Net amount from claims ceded under the Reinsurance Agreement”.
Therefore, in the event that the net amount of any reserve adjustments and any benefits from deferred gains related to claims ceded under the Reinsurance Agreement was recognized on the statement of operations, those amounts would be excluded from the calculation of Adjusted EBITDA and Adjusted Net Income (Loss) through the exclusion of the “Net amount from claims ceded under the Reinsurance Agreement”.
We believe the costs associated with these transactions related to certain legacy auto insurance liabilities do not illustrate the current period performance of our ongoing operations despite this transaction occurring in the current period because the impacted insurance liabilities relate to claims that date back years.
We believed the costs associated with these transactions related to certain legacy auto insurance liabilities did not illustrate the current period performance of our ongoing operations at the time despite this transaction occurring in the current period because the impacted insurance liabilities related to claims that date back years.
This adjustment will help investors understand the economic benefit of our Reinsurance Agreement on future trends in our operations, as they improve over the settlement period of any deferred gains.
This adjustment helped investors understand the economic benefit of our Reinsurance Agreement on future trends in our operations, as they improved over the settlement period of any deferred gains.
For more information regarding the limitations of Adjusted EBITDA and Adjusted EBITDA Margin and a reconciliation of net loss to Adjusted EBITDA, see the section titled “Reconciliation of Non-GAAP Financial Measures”.
For more information regarding the limitations of Adjusted EBITDA and Adjusted EBITDA margin (calculated as a percentage of Gross Bookings) and a reconciliation of net loss to Adjusted EBITDA, see the section titled “Reconciliation of Non-GAAP Financial Measures”.
As a result, in the first quarter of 2023, the Company expects to record lease termination penalties and additional impairment charges related to the cease use of certain facilities to real estate operating lease right-of-use assets. The remaining employee related charges, which include employee severance, benefits and stock-based compensation, will not be material in the first quarter of 2023.
As a result, we recorded lease termination penalties and additional impairment charges related to the cease use of certain facilities to real estate operating lease right-of-use assets. The remaining employee related charges, which include employee severance, benefits and stock-based compensation, were not material in the first quarter of 2023.
The impact of these factors on ultimate costs for insurance is difficult to estimate and could be material. However, while we believe that the insurance reserve amount is adequate, the ultimate liability may be in excess of, or less than, the amount provided.
The impact of these factors on ultimate costs for insurance is difficult to estimate and could be material. However, while we believe that the insurance reserve and insurance-related accrual amounts are adequate, the ultimate liabilities may be in excess of, or less than, the amounts provided.
As a result of these charges, we incurred net restructuring charges of $120.3 million in the fourth quarter of 2022. We also announced the intention to pursue a sale of certain assets related to our first-party vehicle service business on a blog post dated November 3, 2022 available on the Company’s website.
As a result of these charges, we incurred net restructuring charges of $120.3 million in the fourth quarter of 2022. We also announced the intention to pursue a sale of certain assets related to our first-party vehicle service business.
The total impact of the transaction to reinsure certain legacy auto insurance liabilities on our consolidated statement of operations was $20.4 million, with $20.2 million in cost of revenue and $0.2 million in general and administrative expense in the year ended December 31, 2021. (8) In the first quarter of 2020, we transferred certain legacy auto insurance liabilities.
The total impact of the transaction to reinsure certain legacy auto insurance liabilities under the Reinsurance Agreement on our consolidated statement of operations was $20.4 million, with $20.2 million in cost of revenue and $0.2 million in general and administrative expense in the year ended December 31, 2021.
If a ride has been requested by an organization using our Concierge offering for the benefit of a rider, we exclude this rider in the calculation of Active Riders unless the ride is accessible in the Lyft App. Revenue per Active Rider is calculated by dividing revenue for a period by Active Riders for the same period.
If a ride has been requested by an organization using our Concierge offering for the benefit of a rider, we exclude this rider in the calculation of Active Riders unless the ride is accessible in that rider’s Lyft App.
Liquidity and Capital Resources As of December 31, 2022, our principal sources of liquidity were cash and cash equivalents of approximately $281.1 million, short-term investments of approximately $1.5 billion, exclusive of restricted cash, cash equivalents and investments of $1.1 billion, and a revolving credit agreement which provides for a $420 million revolving secured credit facility.
Liquidity and Capital Resources As of December 31, 2023, our principal sources of liquidity were cash and cash equivalents of approximately $558.6 million, short-term investments of approximately $1.1 billion, exclusive of restricted cash, cash equivalents and investments of $1.0 billion, and a revolving credit agreement which provides for a $420 million revolving secured credit facility described below.
(3) Reflects the net amount recognized on the statement of operations associated with claims ceded under the Reinsurance Agreement, including any losses related to the deferral gains on the statement of operations and any benefit from the amortization of the deferred gain in the same period, to help investors understand the ultimate economic benefit of the Reinsurance Agreement.
(4) Reflects the net amount recognized on the statement of operations associated with claims ceded under the Reinsurance Agreement (described above), including any losses related to the deferral gains on the statement of operations and any benefit from the amortization of the deferred gain in the same period.
Cash used in financing activities was $72.5 million for the year ended December 31, 2021, which primarily consisted of repayment of loans of $44.4 million and principal payments on finance lease obligations for $35.5 million.
Financing Activities Cash used in financing activities was $122.1 million for the year ended December 31, 2023, which primarily consisted of repayment of loans of $72.5 million and principal payments on finance lease obligations for $43.5 million.
Cost of Revenue Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) Cost of revenue $ 2,435,736 $ 1,702,317 $ 1,447,516 43 % 18 % Cost of revenue increased $733.4 million, or 43%, in 2022 as compared to the prior year.
Cost of Revenue Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) Cost of revenue $ 2,543,954 $ 2,435,736 $ 1,702,317 4 % 43 % Cost of revenue increased $108.2 million, or 4%, in 2023 as compared to the prior year.
In the fourth quarter of 2022, we committed to a plan of termination to reduce operating expenses and adjust cash flows. We have also incurred restructuring charges related to the exit and sublease or cease use of certain facilities to align with our anticipated operating needs in fourth quarter of 2022 and the first quarter of 2023.
We have also incurred restructuring charges related to the exit and sublease or cease use of certain facilities to align with our anticipated operating needs in the fourth quarter of 2022 and the first quarter of 2023.
The following table provides a reconciliation of net loss to Adjusted EBITDA (in millions): Year Ended December 31, 2022 2021 2020 (in millions) Net loss $ (1,584.5) $ (1,062.1) $ (1,752.9) Adjusted to exclude the following: Interest expense (1) 20.8 52.8 34.2 Other (income) expense, net (2) 100.0 (135.9) (43.7) Provision for (benefit from) income taxes 5.9 11.2 (44.5) Depreciation and amortization 154.8 139.3 157.3 Stock-based compensation 750.8 724.6 565.8 Payroll tax expense related to stock-based compensation 17.0 31.5 23.7 Net amount from claims ceded under the Reinsurance Agreement (3)(4) 18.5 52.8 — Sublease income (5) 11.6 6.6 — Costs related to acquisitions and divestitures (6) 2.3 1.5 0.4 Transactions related to certain legacy auto insurance liabilities (7)(8) — 20.4 64.7 Restructuring charges (9)(10) 86.6 — 35.5 Adjusted EBITDA (11) $ (416.5) $ (157.5) $ (959.3) _______________ (1) Includes interest expense for Flexdrive vehicles and the 2025 Notes. $1.1 million related to the interest component of vehicle related finance leases in each of the years ended December 31, 2022 and 2021.
The following table provides a reconciliation of net loss to Adjusted EBITDA (in millions): Year Ended December 31, 2023 2022 2021 (in millions) Net loss $ (340.3) $ (1,584.5) $ (1,062.1) Adjusted to exclude the following: Interest expense (1) 29.7 20.8 52.8 Other (income) expense, net (2) (170.1) 100.0 (135.9) Provision for (benefit from) income taxes 8.6 5.9 11.2 Depreciation and amortization 116.5 154.8 139.3 Stock-based compensation 484.5 750.8 724.6 Payroll tax expense related to stock-based compensation 12.5 17.0 31.5 Net amount from claims ceded under the Reinsurance Agreement (3)(4) — 18.5 52.8 Sublease income 4.8 11.6 6.6 Costs related to acquisitions and divestitures (5) — 2.3 1.5 Transactions related to certain legacy auto insurance liabilities (6) — — 20.4 Restructuring charges (7)(8) 76.2 86.6 — Adjusted EBITDA (9) $ 222.4 $ (416.5) $ (157.5) Gross Bookings $ 13,775.2 $ 12,057.3 $ 9,745.7 Net loss as a percentage of Gross Bookings (2.5) % (13.1) % (10.9) % Adjusted EBITDA margin (calculated as a percentage of Gross Bookings) 1.6 % (3.5) % (1.6) % _______________ (1) Includes interest expense for Flexdrive vehicles and the 2025 Notes. $3.4 million, $1.1 million and $1.1 million related to the interest component of vehicle related finance leases in the year ended December 31, 2023, 2022, and 2021.
Drivers enter into terms of service (“ToS”) with us in order to use our Lyft Driver App. We provide a service to drivers to complete a successful transportation service for riders. This service includes on-demand lead generation that assists drivers to find, receive and fulfill on-demand requests from riders seeking transportation services and related collection activities using our Lyft Platform.
We provide a service to drivers to complete a successful transportation service for riders. This service includes on-demand lead generation that assists drivers to find, receive and fulfill on-demand requests from riders seeking transportation services and related collection activities using our Lyft Platform.
We believe the adjustment to exclude the costs related to restructuring from Contribution and Adjusted EBITDA is useful to investors by enabling them to better assess our operating performance in the context of current period results and provide for better comparability with our historically disclosed Contribution and Adjusted EBITDA amounts.
We believe the adjustment to exclude the costs related to restructuring from Adjusted EBITDA and Adjusted Net Income (Loss) is useful to investors by enabling them to better assess our ongoing operating performance and provide for better comparability with our historically disclosed Adjusted EBITDA and Adjusted Net Income (Loss) amounts.
(9) In the fourth quarter of 2022, we incurred restructuring charges of $29.2 million of severance and other employee costs and $57.4 million related to lease termination and other restructuring costs.
(8) In the year ended December 31, 2022, we incurred restructuring charges of $29.2 million of severance and other employee costs and $57.4 million related to lease termination and other restructuring costs.
Research and Development Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) Research and development $ 856,777 $ 911,946 $ 909,126 (6) % — % Research and development expenses decreased $55.2 million, or 6%, in 2022 as compared to the prior year.
Research and Development Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) Research and development $ 555,916 $ 856,777 $ 911,946 (35) % (6) % Research and development expenses decreased $300.9 million, or 35%, in 2023 as compared to the prior year.
The increase was due primarily to a $669.5 million increase in insurance costs driven by an increase in rider demand and recent economic factors including the high inflationary environment, increased litigation, and higher than expected losses across the commercial auto industry.
There was also a $16.6 million increase in insurance costs driven by recent economic factors including the high inflationary environment, increased litigation and higher than expected paid losses across the commercial auto industry as well as an increase in rider demand.
(4) Includes a $36.8 million gain recognized in cost of revenue in the second quarter of 2022 on the consolidated statement of operations related to the Commutation Transaction, which effectively commuted and settled the Reinsurance Agreement. Refer to Note 6 "Supplemental Financial Statement Information" to the consolidated financial statements for information regarding the Commutation Transaction.
During the second quarter of 2022, we completed the Commutation Transaction, which effectively commuted and settled the Reinsurance Agreement. The Commutation Transaction resulted in a $36.8 million gain recorded to cost of revenue on the consolidated statement of operations. Refer to Note 6 “Supplemental Financial Statement Information” to the consolidated financial statements for information regarding these transactions.
The gain associated with this Commutation Agreement, which commutes and settles the Reinsurance Agreement, will be excluded from the calculation of Contribution and Adjusted EBITDA through the exclusion of the “Net amount from claims ceded under the Reinsurance Agreement.” We announced a restructuring plan in the fourth quarter of 2022 to reduce operating expenses and adjust cash flows.
The gain associated with this Commutation Agreement. which commutes and settles the Reinsurance Agreement was excluded from the calculation of Adjusted EBITDA and Adjusted Net Income (Loss) through the exclusion of the “Net amount from claims ceded under the Reinsurance Agreement.” We announced restructuring plans in the fourth quarter of 2022 and the second quarter of 2023 to reduce operating expenses.
Revenue generated from Flexdrive and Lyft Rentals is recognized evenly over the rental period, which is typically seven days or less. Due to the short-term nature of the Flexdrive, Lyft Rentals, and Light Vehicle transactions, we classify these rentals as operating leases.
Revenue generated from single-use ride fees paid by Light Vehicles riders are recognized upon completion of each related ride. Revenue generated from Flexdrive is recognized evenly over the rental period, which is typically seven days or less. Due to the short-term nature of the Flexdrive and Light Vehicle transactions, we classify these rentals as operating leases.
Although there has been an improvement in overall demand and our marketplace health, demand for our platform has not returned to pre-pandemic levels in all markets and the timing of demand and supply improvements has not always aligned.
We have experienced volatility in the health of our overall marketplace, including fluctuations in driver supply and service levels. Although there has been an improvement in our overall marketplace health, demand for our platform has not returned to pre-pandemic levels in all markets and the timing of demand increases have not always aligned with supply availability.
Operations and Support Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) Operations and support $ 443,846 $ 402,233 $ 453,963 10 % (11) % Operations and support expenses increased $41.6 million, or 10%, in 2022 as compared to the prior year.
Operations and Support Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) Operations and support $ 427,239 $ 443,846 $ 402,233 (4) % 10 % Operations and support expenses decreased $16.6 million, or 4%, in 2023 as compared to the prior year.
(2) Includes a $135.7 million impairment charge related to a non-marketable equity investment and other assets in the third quarter of 2022, a $119.3 million pre-tax gain from the transaction with Woven Planet in the third quarter of 2021 and interest income which was reported as a separate line item on the consolidated statement of operations in periods prior to the second quarter of 2020.
(2) Includes a $135.7 million impairment charge related to a non-marketable equity investment and other assets in the third quarter of 2022 and a $119.3 million pre-tax gain from the transaction with Woven Planet in the third quarter of 2021 and interest income.
Insurance claims may take years to completely settle, and we have limited historical loss experience. Because of the limited operational history, we make certain assumptions based on currently available information and industry statistics, with the loss development factors as one of the most significant assumptions, and utilize actuarial models and techniques to estimate the reserves.
Because of the limited operational history, we make certain assumptions based on currently available information and industry statistics, with the loss development factors as the most significant assumptions related to the insurance reserves and the frequency and severity assumptions as the most significant assumptions related to insurance-related accruals, and utilize actuarial models and techniques to estimate the reserves.
We collect the fare and related charges from riders on behalf of drivers at the time the ride is delivered using the rider’s authorized payment method, and we retain any fees owed to us before making the remaining disbursement to drivers. Accordingly, we maintain no accounts receivable from drivers.
As of December 31, 2023, no amounts had been drawn under the credit facility. We collect the fare and related charges from riders on behalf of drivers at the time the ride is delivered using the rider’s authorized payment method, and we retain any fees owed to us before making the remaining disbursement to drivers.
General and Administrative Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) General and administrative $ 1,286,180 $ 915,638 $ 946,127 40 % (3) % General and administrative expenses increased $370.5 million, or 40%, in 2022 as compared to the prior year.
General and Administrative Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) General and administrative $ 871,080 $ 1,286,180 $ 915,638 (32) % 40 % General and administrative expenses decreased $415.1 million, or 32%, in 2023 as compared to the prior year.
Our contracts with insurance providers require reinsurance premiums to be deposited into trust accounts with a third-party financial institution from which the insurance providers are reimbursed for claims payments. Our restricted reinsurance trust investments were $1.0 billion as of December 31, 2022 and 2021. We continue to actively monitor the impact of the COVID-19 pandemic.
Accordingly, we maintain no accounts receivable from drivers. Our contracts with insurance providers require reinsurance premiums to be deposited into trust accounts with a third-party financial institution from which the insurance providers are reimbursed for claims payments. Our restricted reinsurance trust investments were $837.3 million and $1.0 billion as of December 31, 2023 and 2022, respectively.
During the second quarter of 2021, we entered into a Quota Share Reinsurance Agreement for the reinsurance of legacy auto insurance liabilities between October 1, 2018 to October 1, 2020, based on the reserves in place as of March 31, 2021.
Adjusted EBITDA margin (calculated as a percentage of Gross Bookings) is calculated by dividing Adjusted EBITDA for a period by Gross Bookings for the same period. 65 During the second quarter of 2021, we entered into a Quota Share Reinsurance Agreement (the “Reinsurance Agreement”) for the reinsurance of legacy auto insurance liabilities between October 1, 2018 to October 1, 2020, based on the reserves in place as of March 31, 2021.
We define Contribution as gross profit, or revenue less cost of revenue, adjusted to exclude the following items from cost of revenue: • amortization of intangible assets; • stock-based compensation expense; • payroll tax expense related to stock-based compensation; • net amount from claims ceded under the Reinsurance Agreement; • transaction costs related to certain legacy auto insurance liabilities, if any; and • restructuring charges, if any.
We define Adjusted Net Income (Loss) as net loss adjusted for: • amortization of intangible assets; • stock-based compensation; 66 • payroll tax expense related to stock-based compensation; • net amount from claims ceded under the Reinsurance Agreement; • transaction costs related to certain legacy auto insurance liabilities, if any; • costs related to acquisitions and divestitures, if any; • impairment charges, if any; and • restructuring charges, if any.
With $1.8 billion in unrestricted cash and cash equivalents and short-term investments as of December 31, 2022, as well as our credit facility, we believe we have sufficient liquidity to meet our working capital and capital expenditures needs for at least the next 12 months and beyond.
While we cannot be certain that our actions will mitigate the impact of the uncertain macroeconomic environment, with $1.7 billion in unrestricted cash and cash equivalents and short-term investments as of December 31, 2023, as well as our credit facility, we believe we have sufficient liquidity to meet our working capital and capital expenditures needs for at least the next 12 months.
Sales and Marketing Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) Sales and marketing $ 531,512 $ 411,406 $ 416,331 29 % (1) % Sales and marketing expenses increased $120.1 million, or 29%, in 2022 as compared to the prior year.
Sales and Marketing Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) Sales and marketing $ 481,004 $ 531,512 $ 411,406 (10) % 29 % Sales and marketing expenses decreased $50.5 million, or 10%, in 2023 as compared to the prior year.
Other Income (Expense), Net Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) Other income (expense), net $ (99,988) $ 135,933 $ 43,669 (174) % 211 % Other income, net decreased $235.9 million, or 174%, in 2022 as compared to the prior year.
Other Income (Expense), Net Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) Other income (expense), net $ 170,123 $ (99,988) $ 135,933 270 % (174) % Other income (expense), net increased $270.1 million, or 270%, in 2023 as compared to the prior year.
This consisted primarily of a net loss of $1.6 billion. This was offset by non-cash stock-based compensation expense of $750.8 million, depreciation and amortization expense of $154.8 million and impairment charges of $135.7 million. Cash used in operating activities was $101.7 million for the year ended December 31, 2021.
This consisted primarily of a net loss of $340.3 million. This was offset by non-cash stock-based compensation expense of $484.5 million and depreciation and amortization expense of $116.5 million. Cash used in operating activities was $237.3 million for the year ended December 31, 2022. This consisted primarily of a net loss of $1.6 billion.
Liabilities are determined on a quarterly basis by internal actuaries through an analysis of historical trends, changes in claims experience including consideration of new information and application of loss development factors among other inputs and assumptions. On an annual basis, an independent third-party actuary will evaluate the liabilities for appropriateness with claims reserve valuations.
Liabilities are determined on a quarterly basis by internal actuaries through an analysis of historical trends, changes in claims experience including consideration of new information and application of loss development factors for the insurance reserves and frequency and severity assumptions for the insurance-related accruals, among other inputs and assumptions.
Revenue Recognition Revenue consists of revenue recognized from fees paid by drivers for use of our Lyft Platform offerings, Concierge platform fees from organizations that use our Concierge offering, subscription fees paid by riders to access transportation options through the Lyft Platform, revenue from our vehicle service centers, revenue from the bikes and bike station hardware and software sales and revenue from licensing and data access agreements.
Components of Results of Operations Revenue Revenue consists of revenue recognized from fees paid by drivers for use of our Lyft Platform offerings, Concierge platform fees from organizations that use our Concierge offering, subscription fees paid by riders to access transportation options through the Lyft Platform, revenue from bikes and bike station hardware and software sales, revenue from licensing and data access agreements and revenue from arrangements to provide advertising services to third parties that are interested in reaching users of our platform.
We expect to maintain this valuation allowance until it becomes more likely than not that the benefit of our federal and state deferred tax assets will be realized. 60 Results of Operations The following table summarizes our historical consolidated statements of operations data: Year Ended December 31, 2022 2021 2020 (in thousands) Revenue $ 4,095,135 $ 3,208,323 $ 2,364,681 Costs and expenses Cost of revenue 2,435,736 1,702,317 1,447,516 Operations and support 443,846 402,233 453,963 Research and development 856,777 911,946 909,126 Sales and marketing 531,512 411,406 416,331 General and administrative 1,286,180 915,638 946,127 Total costs and expenses 5,554,051 4,343,540 4,173,063 Loss from operations (1,458,916) (1,135,217) (1,808,382) Interest expense (19,735) (51,635) (32,678) Other income (expense), net (99,988) 135,933 43,669 Loss before income taxes (1,578,639) (1,050,919) (1,797,391) Provision for (benefit from) income taxes 5,872 11,225 (44,534) Net loss $ (1,584,511) $ (1,062,144) $ (1,752,857) The following table sets forth the components of our consolidated statements of operations data as a percentage of revenue: Year Ended December 31, 2022 2021 2020 Revenue 100.0 % 100.0 % 100.0 % Costs and expenses Cost of revenue 59.5 53.1 61.2 Operations and support 10.8 12.5 19.2 Research and development 20.9 28.4 38.4 Sales and marketing 13.0 12.8 17.6 General and administrative 31.4 28.5 40.0 Total costs and expenses 135.6 135.4 176.5 Loss from operations (35.6) (35.4) (76.5) Interest expense (0.5) (1.6) (1.4) Other income (expense), net (2.4) 4.2 1.8 Loss before income taxes (38.5) (32.8) (76.0) Provision for (benefit from) income taxes 0.1 0.3 (1.9) Net loss (38.7) % (33.1) % (74.1) % Comparison of Years Ended December 31, 2022 and 2021 Revenue Year Ended December 31, 2022 to 2021 % change 2021 to 2020 % Change 2022 2021 2020 (in thousands, except for percentages) Revenue $ 4,095,135 $ 3,208,323 $ 2,364,681 28 % 36 % Revenue increased $886.8 million, or 28%, in 2022 as compared to the prior year, driven primarily by the increase in the number of Active Riders throughout 2022 as demand continued to recover from the impacts of COVID-19.
We expect to maintain this valuation allowance until it becomes more likely than not that the benefit of our federal and state deferred tax assets will be realized. 61 Results of Operations The following table summarizes our historical consolidated statements of operations data: Year Ended December 31, 2023 2022 2021 (in thousands) Revenue $ 4,403,589 $ 4,095,135 $ 3,208,323 Costs and expenses Cost of revenue 2,543,954 2,435,736 1,702,317 Operations and support 427,239 443,846 402,233 Research and development 555,916 856,777 911,946 Sales and marketing 481,004 531,512 411,406 General and administrative 871,080 1,286,180 915,638 Total costs and expenses 4,879,193 5,554,051 4,343,540 Loss from operations (475,604) (1,458,916) (1,135,217) Interest expense (26,223) (19,735) (51,635) Other income (expense), net 170,123 (99,988) 135,933 Loss before income taxes (331,704) (1,578,639) (1,050,919) Provision for (benefit from) income taxes 8,616 5,872 11,225 Net loss $ (340,320) $ (1,584,511) $ (1,062,144) The following table sets forth the components of our consolidated statements of operations data as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Revenue 100.0 % 100.0 % 100.0 % Costs and expenses Cost of revenue 57.8 59.5 53.1 Operations and support 9.7 10.8 12.5 Research and development 12.6 20.9 28.4 Sales and marketing 10.9 13.0 12.8 General and administrative 19.8 31.4 28.5 Total costs and expenses 110.8 135.6 135.4 Loss from operations (10.8) (35.6) (35.4) Interest expense (0.6) (0.5) (1.6) Other income (expense), net 3.9 (2.4) 4.2 Loss before income taxes (7.5) (38.5) (32.8) Provision for (benefit from) income taxes 0.2 0.1 0.3 Net loss (7.7) % (38.7) % (33.1) % Comparison of Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, 2023 to 2022 % change 2022 to 2021 % Change 2023 2022 2021 (in thousands, except for percentages) Revenue $ 4,403,589 $ 4,095,135 $ 3,208,323 8 % 28 % Revenue increased $308.5 million, or 8%, in 2023 as compared to the prior year, due primarily to growth in demand along with our improved marketplace health and competitive pricing adjustments initiated in early 2023.
Recent Accounting Pronouncements See Note 2 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for recently issued accounting pronouncements not yet adopted as of the date of this report. Components of Results of Operations As noted above, we expect the ongoing impacts of the COVID-19 pandemic to continue to suppress demand for our platform.
Recent Accounting Pronouncements See Note 2 to our consolidated financial statements included elsewhere in this Annual Report on Form 10-K for recently issued accounting pronouncements not yet adopted as of the date of this report.
The decrease was primarily due to a $135.7 million impairment charge related to a non-marketable equity investment in a privately held company and other assets in the third quarter of 2022 and a pre-tax gain of $119.3 million as a result of the transaction with Woven Planet in the third quarter of 2021.
The increase was primarily due to a $135.7 million impairment charge related to a non-marketable equity investment in a privately held company and other assets in the third quarter of 2022.
Cash provided by investing activities was $267.0 million for the year ended December 31, 2021, which primarily consisted of proceeds from sales and maturities of marketable securities of $3.8 billion and maturities of term deposits of $675.5 million, partially offset by purchases of marketable securities of $3.8 billion and term deposits of $0.5 billion.
Investing Activities Cash provided by investing activities was $599.8 million for the year ended December 31, 2023, which primarily consisted of proceeds from sales and maturities of marketable securities of $3.9 billion and the sale of property and equipment of $92.6 million, partially offset by purchases of marketable securities of $3.3 billion and purchases of property and equipment of $149.8 million.
As of December 31, 2022, the total unrecognized compensation cost related to RSUs was $499.5 million, which we expect to recognize over the remaining weighted-average period of approximately 1.0 year.
As of December 31, 2023, the total unrecognized compensation cost related to all unvested awards was $203.1 million, which we expect to recognize over the remaining weighted-average period of approximately 1.2 years.
For example, we intend to invest further in EVs in order to achieve compliance with the California Clean Miles Standard and Incentive Program, which sets the target that 90% of rideshare miles in California must be in EVs by the end of 2030, and New York City’s recently announced goals to get to 100% of rideshare miles in EV by 2030.
For example, we intend to invest further in EVs in order to achieve compliance with the California Clean Miles Standard which sets the target that 90% of rideshare miles in California must be in EVs by the end of 2030; the Massachusetts’ Climate Bill; New York City's goal to get to 100% of rideshare rides in EVs or wheelchair accessible vehicles by 2030, and the City of Toronto’s push to bring the industry to 100% electric by 2030.