MAMMOTH ENERGY SERVICES, INC. Management's Discussion and Analysis of Financial Condition and Results of Operations (form 10-K) - Marketscreener.com
The following discussion and analysis should be read in conjunction with the consolidated financial statements and related notes included elsewhere in this Annual Report on Form 10-K. This discussion contains forward-looking statements reflecting our current expectations, estimates and assumptions concerning events and financial trends that may affect our future operating results or financial position. Actual results and the timing of events may differ materially from those contained in these forward-looking statements due to a number of factors, including those discussed in Item 1A. "Risk Factors" and the section entitled "Forward-Looking Statements" appearing elsewhere in this annual report.
Overview
We are an integrated, growth-oriented energy services company focused on providing products and services to enable the exploration and development of North American onshore unconventional oil and natural gas reserve as well as the construction and repair of the electric grid for private utilities, public investor-owned utilities and co-operative utilities through our infrastructure services businesses. Our primary business objective is to grow our operations and create value for stockholders through organic growth opportunities and accretive acquisitions. Our suite of services includes well completion services, infrastructure services, natural sand proppant services, drilling services and other services. Our well completion services division provides hydraulic fracturing, sand hauling and water transfer services. Our infrastructure services division provides engineering, design, construction, upgrade, maintenance and repair services to the electrical infrastructure industry. Our natural sand proppant services division mines, processes and sells natural sand proppant used for hydraulic fracturing. Our drilling services division currently provides rental equipment, such as mud motors and operational tools, for both vertical and horizontal drilling. In addition to these service divisions, we also provide aviation services, equipment rentals, crude oil hauling services, remote accommodations and equipment manufacturing. We believe that the services we offer play a critical role in increasing the ultimate recovery and present value of production streams from unconventional resources as well as in maintaining and improving electrical infrastructure. Our complementary suite of services provides us with the opportunity to cross-sell our services and expand our customer base and geographic positioning. The growth of our industrial businesses is ongoing. We offer infrastructure engineering services focused on the transmission and distribution industry and also have equipment manufacturing operations and offer fiber optic services. Our equipment manufacturing operations provide us with the ability to repair much of our existing equipment in-house, as well as the option to manufacture certain new equipment we may need in the future. Our fiber optic services include the installation of both aerial and buried fiber. We are continuing to explore other opportunities to expand our industrial business lines. Our revenues, operating (loss) income and identifiable assets are primarily attributable to four reportable segments: well completion services; infrastructure services; natural sand proppant services; and drilling services. Since the dates presented below, we have conducted our operations through the following entities: Well Completion Services Segment •Stingray Pressure Pumping LLC-March 2012 •Silverback Energy LLC-November 2012 •Redback Pump Down Services LLC-January 2015 •Mr. Inspections LLC-January 2015 •Mammoth Equipment Leasing LLC-November 2016 •Bison Sand Logistics LLC-January 2018 •Aquahawk Energy LLC-June 2018 Infrastructure Services Segment •Cobra Acquisitions LLC, or Cobra-January 2017 •Lion Power Services LLC, formerly Cobra Energy LLC-January 2017 •Higher Power Electrical LLC-April 2017 •5 Star Electric LLC-July 2017 •Python Equipment LLC-December 2018 •Aquawolf LLC-September 2019 •Falcon Fiber Solutions LLC-May 2021 Natural Sand Proppant Services Segment •Muskie Proppant LLC-September 2011 •Barracuda Logistics LLC-October 2014 •Piranha Proppant LLC-May 2017 54 -------------------------------------------------------------------------------- •Sturgeon Acquisitions LLC-June 2017 •Taylor Frac, LLC-June 2017 •Taylor Real Estate Investments, LLC-June 2017 •South River Road, LLC-June 2017 Drilling Services Segment •Bison Drilling and Field Services, LLC-November 2010 •Panther Drilling Systems LLC-December 2012 •Bison Trucking LLC-August 2013
Other
•Great White Sand Tiger Lodging Ltd.-October 2007 •Redback Energy Services, LLC-October 2011 •Redback Coil Tubing, LLC-May 2012 •Anaconda Rentals LLC, formerly White Wing Tubular Services LLC-September 2014 •WTL Oil LLC, or WTL, formerly Silverback-June 2016 •Mammoth Energy Services Inc.-June 2016 •Mammoth Energy Partners, LLC-October 2016 •Mako Acquisitions LLC-March 2017 •Stingray Energy Services LLC, or Stingray Energy Services-June 2017 •Stingray Cementing LLC-June 2017 •Tiger Shark Logistics LLC-October 2017 •Cobra Aviation Services LLC-January 2018 •Black Mamba Energy LLC-March 2018 •Stingray Cementing and Acidizing LLC, formerly RTS Energy Services LLC-June 2018 •Ivory Freight Solutions LLC-July 2018 •IFX Transport LLC-December 2018 •Air Rescue Systems LLC-December 2018 •Leopard Aviation LLC-April 2019 •Anaconda Manufacturing LLC-September 2019
Our Response to COVID-19 and Related Market Conditions
We have taken, and continue to take, responsible steps to protect the health and safety of our employees during the COVID-19 pandemic. We are also continuing to monitor the industry and market conditions resulting from the COVID-19 pandemic and have taken mitigating steps in an effort to preserve liquidity, reduce costs and lower capital expenditures. These actions have included reducing headcount, adjusting pay and limiting spending. We will continue to take further actions that we deem to be in the best interest of the Company and our stockholders if the adverse conditions recur. Given the dynamic nature of these events, we are unable to predict the ultimate impact of the COVID-19 pandemic, the volatility in commodity markets, inflationary pressures, rising interest rates, any changes in the near-term or long-term outlook for our industries or overall macroeconomic conditions on our business, financial condition, results of operations, cash flows and stock price or the pace or extent of any subsequent recovery. Although demand across our three largest segments has improved during 2022 and remained strong in the fourth quarter of 2022, we continue to address the external challenges in today's economic environment as we remain disciplined with our spending and are focused on continuing to improve our operational efficiencies and cost structure and on enhancing value for our stockholders.
2022 Highlights
•Net loss of
•Adjusted EBITDA of$86.1 million for the year endedDecember 31, 2022 , a$97.7 million increase compared to($11.6) million for the year endedDecember 31, 2021 . See "Non-GAAP Financial Measures" below for a reconciliation of net income (loss) to Adjusted EBITDA. 55 -------------------------------------------------------------------------------- •Doubled our active frac fleet count from two at the beginning of 2022 to four active fleets to close out the year and have added an additional fleet subsequent toDecember 31, 2022 for a total of five of our six fleets active currently •Executed two sand supply agreements with third-party service providers with terms of 12 months and 21 months, respectively, beginning onJanuary 1, 2023 . Under the terms of the agreements, we have agreed to supply, in aggregate, approximately 1.75 million tons of sand over the contract periods. •As part of our environmental and social responsibility initiatives, we previously converted one of our pressure pumping fleets to a dual fuel spread and, subject to market conditions, supply chain constraints and liquidity requirements, have plans to convert our sixth pressure pumping fleet to Tier 4, dual fuel, which we expect will be put into operation in the second half of 2023, as well as upgrade two of our existing fleets to Tier 2, dual fuel, giving us a total of four dual fuel fleets by year-end 2023.
Overview of Our Industries
Oil and Natural Gas Industry
The oil and natural gas industry has traditionally been volatile and is influenced by a combination of long-term, short-term and cyclical trends, including the domestic and international supply and demand for oil and natural gas, current and expected future prices for oil and natural gas and the perceived stability and sustainability of those prices, production depletion rates and the resultant levels of cash flows generated and allocated by exploration and production companies to their drilling, completion and related services and products budgets. The oil and natural gas industry is also impacted by general domestic and international economic conditions, political instability in oil producing countries, government regulations (both inthe United States and elsewhere), levels of customer demand, the availability of pipeline capacity, storage capacity, shortages of equipment and materials and other conditions and factors that are beyond our control. Demand for most of our oil and natural gas products and services depends substantially on the level of expenditures by companies in the oil and natural gas industry. The levels of capital expenditures of our customers are predominantly driven by the prices of oil and natural gas. In March andApril 2020 , concurrent with the COVID-19 pandemic and quarantine orders in theU.S. and worldwide, oil prices dropped sharply to below zero dollars per barrel for the first time in history due to factors including significantly reduced demand and a shortage of storage facilities. In 2021,U.S. oil production stabilized as commodity prices increased and demand for crude oil rebounded. We saw improvements in the oilfield services industry and in both pricing and utilization of our well completion and drilling services during 2022 and we expect both pricing and utilization to remain at these levels throughout 2023 as a result of an increase in budgets for publicly traded exploration and production companies and elevated activity levels, driven by improved energy demand and strong commodity prices. The ongoing war and related humanitarian crisis inUkraine , however, could have an adverse impact on the global energy markets and volatility of commodity prices. In response to market conditions, we have temporarily shut down our cementing and acidizing operations and flowback operations beginning inJuly 2019 , our contract drilling operations beginning inDecember 2019 , our rig hauling operations beginning inApril 2020 , our coil tubing, pressure control and full service transportation operations beginning inJuly 2020 and our crude oil hauling operations beginning inJuly 2021 . We continue to monitor the market to determine if and when we can recommence these services. During 2022, our well completion services division exhibited strong performance, fueled by the increase in demand in the pressure pumping industry. We are currently operating five of our six pressure pumping fleets. Subject to market conditions, supply chain constraints and liquidity requirements, we have plans to upgrade our sixth spread to Tier 4, dual fuel to be put into operation in the second half of 2023, as well as upgrade two of our existing fleets to Tier 2, dual fuel, giving us a total of four dual fuel fleets by year-end 2023. However, strong demand in the pressure pumping industry and continuing supply chain disruptions have resulted in backlogs of equipment and replacement parts for our and our competitors' pressure pumping fleets, which we expect to persist through at least the first half of 2023. Any of these factors may result in the delay of our plans to convert or activate our sixth pressure pumping fleet, or upgrade two of our existing fleets, in the second half of 2023, which may adversely impact our business, financial condition and cash flow. We continue to closely monitor our cost structure in response to market conditions and intend to pursue additional cost savings where possible. Further, a significant portion of our revenue from our pressure pumping business had historically been derived from Gulfport. OnDecember 28, 2019 , Gulfport filed a lawsuit alleging our breach of our pressure pumping contract with Gulfport and seeking to terminate the contract and recover damages for alleged overpayments, audit costs and legal fees. Gulfport did not make the payments owed to us under this contract for any periods subsequent to its allegedDecember 28, 2019 56 -------------------------------------------------------------------------------- termination date. Further, onNovember 13, 2020 , Gulfport filed petitions for voluntary relief under chapter 11 of the Bankruptcy Code. OnSeptember 21, 2021 , we reached a settlement with Gulfport under which all litigation relating to theStingray Pressure Pumping contract was terminated,Stingray Pressure Pumping released all claims against Gulfport and its subsidiaries with respect to Gulfport's bankruptcy proceedings and each of the parties released all claims they had against the others with respect to the litigation matters discussed above. We have not been able to obtain long-term contracts with other customers to replace our contract with Gulfport. See Note 19. Commitments and Contingencies to our consolidated financial statements included elsewhere in this report for additional information.
Natural Sand Proppant Industry
In our natural sand proppant services business, we experienced a significant decline in demand of our sand proppant in the second half of 2019 and throughout 2020 as a result of completion activity falling due to lower oil demand and pricing, increased capital discipline by our customers, budget exhaustion and the COVID-19 pandemic. Activity rebounded modestly in 2021 and continued to increase throughout 2022 as we saw an increase in the volume of sand sold. Supply constraints from labor shortages have negatively affectedWest Texas in-basin mine operations and increased demand for Northern White frac sand for the region in 2022. Demand from oil and gas companies inWestern Canada and theMarcellus Shale has also being strong in 2022. The increase in activity in 2022 resulted in an increase in demand and pricing for our sand and we expect that prices will remain at these levels throughout 2023. As a result of adverse market conditions, production at our Muskie sand facility inPierce County, Wisconsin has been temporarily idled sinceSeptember 2018 . Our contracted capacity has provided a baseline of business, which has kept our Taylor and Piranha plants operating and our costs competitive. A portion of our revenue from our natural sand proppant business historically had been derived from Gulfport pursuant to a long-term contract. Gulfport did not made the payments owed to us under this contract for any periods subsequent toMay 2020 . InSeptember 2020 , we filed a lawsuit seeking to recover delinquent payments owed to us under this contract. OnNovember 13, 2020 , Gulfport filed petitions for voluntary relief under chapter 11 of the Bankruptcy Code. OnSeptember 21, 2021 , the Company and Gulfport reached a settlement under which all litigation relating to the Muskie contract was terminated and a portion of Muskie's contract claim against Gulfport was allowed under Gulfport's plan of reorganization. See Note 19. Commitments and Contingencies to our consolidated financial statements included elsewhere in this report for additional information.
Energy Infrastructure Industry
Our infrastructure services business provides engineering, design, construction, upgrade, maintenance and repair services to the electrical infrastructure industry. We offer a broad range of services on electric transmission and distribution, or T&D, networks and substation facilities, which include engineering, design, construction, upgrade, maintenance and repair of high voltage transmission lines, substations and lower voltage overhead and underground distribution systems. Our commercial services include the installation, maintenance and repair of commercial wiring. We also provide storm repair and restoration services in response to storms and other disasters. We provide infrastructure services primarily in the northeastern, southwestern, midwestern and western portions ofthe United States . We currently have agreements in place with private utilities, public IOUs and Co-Ops. Since we commenced operations in this line of business, a substantial portion of our infrastructure revenue has been generated from storm restoration work, primarily from PREPA, due to damage caused by Hurricane Maria. OnOctober 19, 2017 , Cobra and PREPA entered into an emergency master services agreement for repairs to PREPA's electrical grid. The one-year contract, as amended, provided for payments of up to$945 million (the "first contract"). OnMay 26, 2018 , Cobra and PREPA entered into a second one-year master services agreement, which provided for payments of up to$900 million , to provide additional repair services and begin the initial phase of reconstruction of the electrical power system inPuerto Rico (the "second contract"). Our work under each of the contracts with PREPA ended onMarch 31, 2019 . As ofDecember 31, 2022 , PREPA owed us approximately$227 million for services we performed, excluding$152.0 million of interest charged on these delinquent balances as ofDecember 31, 2022 . See Note 2. Summary of Significant Accounting Policies-Accounts Receivable to our consolidated financial statements included elsewhere in this report. PREPA is currently subject to bankruptcy proceedings, which were filed inJuly 2017 and are currently pending in theU.S. District Court for the District of Puerto Rico . As a result, PREPA's ability to meet its payment obligations under the contracts is largely dependent upon funding from theFederal Emergency Management Agency , or FEMA, or other sources. OnSeptember 30, 2019 , we filed a motion with theU.S. District Court for the District of Puerto Rico seeking recovery of the amounts owed to us by PREPA, which motion was stayed by the Court. OnMarch 25, 2020 , we filed an urgent motion to modify the stay order and 57 -------------------------------------------------------------------------------- allow our recovery of approximately$62 million in claims related to a tax gross-up provision contained in the first contract. This emergency motion was denied onJune 3, 2020 and the Court extended the stay of our motion. OnDecember 9, 2020 , the Court again extended the stay of our motion and directed PREPA to file a status report byJune 7, 2021 . OnApril 6, 2021 , we filed a motion to lift the stay order. Following this filing, PREPA initiated discussion with Cobra, which resulted in PREPA and Cobra filing a joint motion to adjourn all deadlines relative to theApril 6, 2021 motion until theJune 16, 2021 omnibus hearing as a result of PREPA's understanding that FEMA would be releasing a report in the near future relating to the first contract. The joint motion was granted by the Court onApril 14, 2021 . OnMay 26, 2021 , FEMA issued a Determination Memorandum related to the first contract between Cobra and PREPA in which, among other things, FEMA raised two contract compliance issues and, as a result, concluded that approximately$47 million in costs were not authorized costs under the contract. OnJune 14, 2021 , the Court issued an order adjourning Cobra's motion to lift the stay order to a hearing onAugust 4, 2021 and directing Cobra and PREPA to meet and confer in good faith concerning, among other things, (i) theMay 26, 2021 Determination Memorandum issued by FEMA and (ii) whether and when a second determination memorandum is expected. The parties were further directed to file an additional status report, which was filed onJuly 20, 2021 . OnJuly 23, 2021 , with our aid, PREPA filed an appeal of the entire$47 million that FEMA de-obligated in theMay 26, 2021 Determination Memorandum. FEMA approved the appeal in part and denied the appeal in part. FEMA found that staffing costs of$24.4 million are eligible for funding. OnAugust 4, 2021 , the Court denied Cobra'sApril 6, 2021 motion to lift the stay order, extended the stay of our motion seeking recovery of amounts owed to Cobra and directed the parties to file an additional joint status report, which was filed onJanuary 22, 2022 . OnJanuary 26, 2022 , the Court extended the stay and directed the parties to file a further status report byJuly 25, 2022 . OnJune 7, 2022 , Cobra filed a motion to lift the stay order. OnJune 29, 2022 the Court denied Cobra's motion and extended the stay toJanuary 2023 . OnNovember 21, 2022 , FEMA issued a Determination Memorandum related to the 100% federal funded portion of the second contract between Cobra and PREPA in which FEMA concluded that approximately$5.6 million in costs were not authorized costs under the contract. OnDecember 21, 2022 , FEMA issued a Determination Memorandum related to the 90% federal cost share portion of the second contract between Cobra and PREPA in which FEMA concluded that approximately$68.1 million in costs were not authorized costs under the contract. PREPA filed a first-level administrative appeal of theNovember 21, 2022 Determination Memorandum and has indicated that they will review theDecember 21, 2022 Determination Memorandums and, to the extent they feel plausible, file a first-level administrative appeal of the unauthorized amounts. OnJanuary 7, 2023 , Cobra and PREPA filed a joint status report with the Court, in which PREPA requested that the Court continue the stay throughJuly 31, 2023 and Cobra requested that the stay be lifted. OnJanuary 18, 2023 , the Court entered an order extending the stay and directing the parties to file a further status report addressing (i) the status of any administrative appeals in connection with the November and December determination memorandums regarding the second contract, (ii) the status of the criminal proceedings against the former Cobra president and the FEMA official that concluded inDecember 2022 , and (iii) a summary of the outstanding and unpaid amounts arising from the first and second contracts and whether PREPA disputes Cobra's entitlement to these amounts with the Court byJuly 31, 2023 . OnJanuary 20, 2023 , Cobra submitted a certified claim for approximately$379 million to FEMA pursuant to the federal Contract Disputes Act. OnFebruary 1, 2023 , FEMA notified Cobra that it had reviewed the claim and determined that no contract, expressed or implied, exists between FEMA and Cobra. Therefore, no final decision will be issued in response to Cobra's claim. Cobra has 90 days from theFebruary 1, 2023 decision to file a notice of appeal. We believe all amounts charged to PREPA were in accordance with the terms of the contracts. Further, we believe these receivables are collectible. However, in the event PREPA (i) does not have or does not obtain the funds necessary to satisfy its obligations to Cobra under the contracts, (ii) obtains the necessary funds but refuses to pay the amounts owed to us or (iii) otherwise does not pay amounts owed to us for services performed, the receivable may not be collected and our financial condition, results of operations and cash flows would be materially and adversely affected. In addition, government contracts are subject to various uncertainties, restrictions and regulations, including oversight audits and compliance reviews by government agencies and representatives. In this regard, onSeptember 10, 2019 , theU.S. District Court for the District of Puerto Rico unsealed an indictment that charged the former president of Cobra with conspiracy, wire fraud, false statements and disaster fraud. Two other individuals were also charged in the indictment. The indictment was focused on the interactions between a former FEMA official and the former President of Cobra. Neither we nor any of our subsidiaries were charged in the indictment. OnMay 18, 2022 , the former FEMA official and the former president of Cobra each pled guilty to one-count information charging gratuities related to a project that Cobra never bid upon and was never awarded or received any monies for. OnDecember 13, 2022 , the Court sentenced the former Cobra president to custody of theBureau of Prisons for six months and one day, a term of supervised release of six months and a fine of$25,000 . The Court sentenced the FEMA official to custody of theBureau of Prisons for six months and one day, a term of supervised release of six months and a fine of$15,000 . The Court also dismissed the indictment against the two defendants. We do not expect any additional activity in the criminal proceeding. Given the uncertainty inherent in the criminal litigation, however, it is not possible at this time to determine the potential impacts that the sentencings could have on us. PREPA has stated in Court filings that it may contend the alleged criminal activity affects Cobra's entitlement to payment under its contracts with PREPA. It is unclear what PREPA's position will be going forward. See Note 19. Commitments and Contingencies to our consolidated financial statements included elsewhere in this report for additional information regarding these investigations and proceedings. Further, as noted above, our 58 -------------------------------------------------------------------------------- contracts with PREPA have concluded and we have not obtained, and there can be no assurance that we will be able to obtain, one or more contracts with other customers to replace the level of services that we provided to PREPA. Although the COVID-19 pandemic and resulting economic conditions have not had a material impact on demand or pricing for our infrastructure services, revenues for our infrastructure services declined in 2021 as a result of certain management changes throughout the year, which resulted in crew departures, and a decline in storm restoration activities. During the third quarter of 2021, we made leadership changes in our infrastructure group and have focused on cutting costs, improving margins and enhancing accountability across the division. During 2022, operational improvements combined with increased crew count drove enhanced results. Our average crew count increased from approximately 82 crews as ofDecember 31, 2021 to approximately 91 crews as ofDecember 31, 2022 , and we continue to add crew capacity for a sector that has a healthy bidding environment. Funding for projects in the infrastructure space remains strong with added opportunities expected from theInfrastructure Investment and Jobs Act, which was signed into law onNovember 15, 2021 . We anticipate the federal spending to begin fueling additional projects in this sector beginning in late 2023. We continue to focus on operational execution and pursue opportunities within this sector as we strategically structure our service offerings for growth, intending to increase our infrastructure services activity and expand both our geographic footprint and depth of projects, especially in fiber maintenance and installation projects. In late 2021, we were awarded a fiber installation contract as well as an electric vehicle charging station engineering contract. Both of these projects are currently in process. We work for multiple utilities primarily across the northeastern, southwestern, midwestern and western portions ofthe United States . We believe that we are well-positioned to compete for new projects due to the experience of our infrastructure management team, combined with our vertically integrated service offerings. We are seeking to leverage this experience and our service offerings to grow our customer base and increase our revenues in the continentalUnited States over the coming years. 59 --------------------------------------------------------------------------------
Results of Operations
Year Ended
Years Ended
December 31, 2022 December 31, 2021 Revenue: (in thousands) Well completion services $ 170,663 $ 84,334 Infrastructure services 111,452 93,403 Natural sand proppant services 51,391 34,860 Drilling services 10,368 4,321 Other services 23,114 18,510 Eliminations (4,902) (6,466) Total revenue 362,086 228,962
Cost of revenue: Well completion services (exclusive of depreciation and amortization of
128,742 64,552
Infrastructure services (exclusive of depreciation and amortization of
91,649 90,559
Natural sand proppant services (exclusive of depreciation, depletion and accretion of
36,783 27,232
Drilling services (exclusive of depreciation and amortization of
9,797 6,102
Other services (exclusive of depreciation and amortization of
16,518 16,347 Eliminations (4,902) (6,466) Total cost of revenue 278,587 198,326 Selling, general and administrative expenses 39,554 78,246 Depreciation, depletion, amortization and accretion 64,271 78,475 Gains on disposal of assets, net (3,908) (5,147) Impairment of goodwill - 891 Impairment of other long-lived assets - 1,212 Operating loss (16,418) (123,041) Interest expense, net (11,506) (6,406) Other income, net 40,912 5,154 Income (loss) before income taxes 12,988 (124,293) Provision (benefit) for income taxes 13,607 (22,863) Net loss $ (619) $ (101,430) Revenue. Revenue for 2022 increased$133.1 million , or 58%, to$362.1 million from$229.0 million for 2021. The increase in total revenue is primarily attributable to increases in utilization across all operating divisions. Revenue derived from related parties was$1.1 million for 2022 compared to$17.9 million for 2021. Substantially all of our related party revenue for 2021 was derived from Gulfport under pressure pumping and sand contracts which have since ended. Revenue by division was as follows: Well Completion Services. Well completion services division revenue increased$86.4 million , or 102%, to$170.7 million for 2022 from$84.3 million for 2021. Revenue derived from related parties was$14.8 million , or 18% of total well completion revenue, for 2021. All of our related party revenue for 2021 was derived from Gulfport under a pressure pumping contract which has ended. Intersegment revenue, consisting primarily of revenue derived from our other services and sand segment, totaled$0.8 million and$0.1 million , for 2022 and 2021, respectively. 60 -------------------------------------------------------------------------------- The increase in our well completion services revenue was primarily driven by an increase in both utilization and pricing. The number of stages completed increased 142% to 6,149 for 2022 from 2,544 for 2021. An average of 3.0 of our six fleets were active throughout 2022 compared to 1.1 fleets for 2021. Infrastructure Services. Infrastructure services division revenue increased$18.1 million , or 19%, to$111.5 million for 2022 from$93.4 million for 2021 primarily due to an increase in average crew count from 82 crews during the year endedDecember 31, 2021 to an average of 91 crews during the year endedDecember 31, 2022 as well as improved operational efficiency. This was partially offset by a decline in storm restoration activity during the year endedDecember 31, 2022 compared to the year endedDecember 31, 2021 , resulting in an$11.0 million decrease in storm restoration revenue. Natural Sand Proppant Services. Natural sand proppant services division revenue increased$16.5 million , or 47%, to$51.4 million for 2022, from$34.9 million for 2021. Revenue derived from related parties was$2.1 million , or 6% of total sand revenue, for 2021. All of our related party revenue for 2021 was derived from Gulfport under a sand supply contract which has ended. Intersegment revenue, consisting primarily of revenue derived from our well completion segment, was$2.5 million , or 5% of total sand revenue, for 2022 and$4.0 million , or 11% of total sand revenue, for 2021. The increase in our natural sand proppant services revenue was primarily attributable to a 62% increase in average price per ton of sand sold from$16.76 in 2021 to$27.11 in 2022 coupled with a 40% increase in tons of sand sold from approximately 1.0 million tons in 2021 to 1.4 million tons in 2022. Included in natural sand proppant services revenue is shortfall revenue of$3.1 million and$12.0 million , for 2022 and 2021, respectively. Drilling Services. Drilling services division revenue increased$6.1 million , or 142%, to$10.4 million for 2022, from$4.3 million for 2021. Revenue derived from related parties, consisting primarily of directional drilling revenue fromEl Toro Resources LLC , was$0.8 million for 2022 and$0.6 million for 2021. The increase in our drilling services revenue was primarily attributable to increased utilization for our directional drilling business from 21% for 2021 to 44% for 2022 as well as a 44% increase in the average day rate from 2021 to 2022. Other Services. Revenue from other services, consisting of revenue derived from our aviation, equipment rental, remote accommodation and equipment manufacturing, increased$4.6 million , or 25%, to$23.1 million for 2022 from$18.5 million for 2021. Revenue derived from related parties, consisting primarily of aviation revenue fromBrim Equipment Leasing, Inc. , or Brim, was$0.3 million , or 1% of total other services revenue, for 2022 and$0.4 million , or 2% of total other services revenue, for 2021. Intersegment revenue, consisting primarily of revenue derived from our infrastructure and well completion segments, totaled$1.6 million and$2.2 million , for 2022 and 2021, respectively. The increase in our other services revenue was primarily due to improved utilization for our equipment rental business. We rented an average of 249 pieces of equipment to customers during 2022, an increase of 84% from an average of 135 pieces of equipment rented to customers during 2021. Additionally, utilization for remote accommodations business increased. On average, 172 rooms were utilized per night during 2022, a 91% increase from an average of 90 rooms utilized per night in 2021. Cost of Revenue (exclusive of depreciation, depletion, amortization and accretion expense). Cost of revenue, exclusive of depreciation, depletion, amortization and accretion expense, increased$80.3 million from$198.3 million , or 87% of total revenue, for 2021 to$278.6 million , or 77% of total revenue, for 2022. The increase was primarily due to an increase in cost of revenue across all divisions as a result of improved utilization. Cost of revenue by operating division was as follows: Well Completion Services. Well completion services division cost of revenue, exclusive of depreciation and amortization expense, increased$64.1 million , or 99%, from$64.6 million for 2021 to$128.7 million for 2022 primarily due to an increase in cost of goods sold as a result of providing sand and chemicals with our service package to customers during 2022 as well as an increase in labor costs as a result of additional fleets in service. As a percentage of revenue, our well completion services division cost of revenue, exclusive of depreciation and amortization expense of$22.1 million in 2022 and$26.4 million in 2021, was 75% and 77%, for 2022 and 2021, respectively. Infrastructure Services. Infrastructure services division cost of revenue, exclusive of depreciation and amortization expense, increased$1.0 million from$90.6 million for 2021 to$91.6 million for 2022. As a percentage of revenue, cost of revenue, exclusive of depreciation and amortization expense of$16.2 million in 2022 and$21.9 million in 2021, was 82% and 97%, for 2022 and 2021, respectively. The decline as a percentage of revenue is 61 --------------------------------------------------------------------------------
primarily due to improved pricing as well as a decline in labor related costs as a result of improved efficiency of our crews.
Natural Sand Proppant Services. Natural sand proppant services division cost of revenue, exclusive of depreciation, depletion and accretion expense, increased$9.6 million , or 35%, from$27.2 million for 2021 to$36.8 million for 2022. As a percentage of revenue, cost of revenue, exclusive of depreciation, depletion and accretion expense of$8.7 million in 2022 and$9.0 million in 2021, was 72% and 78%, for 2022 and 2021, respectively. The decrease in cost as a percentage of revenue is primarily due to a 62% increase in average sales price and a 37% increase in tons sold. Drilling Services. Drilling services division cost of revenue, exclusive of depreciation and amortization expense, increased$3.7 million , or 61%, from$6.1 million for 2021 to$9.8 million for 2022, as a result of increased activity. As a percentage of revenue, our drilling services division cost of revenue, exclusive of depreciation and amortization expense of$6.5 million in 2022 and$8.0 million in 2021, was 94% and 141%, for 2022 and 2021, respectively. The decline in 2022 is primarily due to increases in utilization and pricing. Other Services. Other services cost of revenue, exclusive of depreciation and amortization expense, increased$0.2 million , or 1%, from$16.3 million for 2021 to$16.5 million for 2022. As a percentage of revenue, cost of revenue, exclusive of depreciation and amortization expense of$10.8 million in 2022 and$13.2 million in 2021, was 71% and 88%, for 2022 and 2021, respectively. The decrease as a percentage of revenue in 2022 is primarily due to an increase in utilization. Selling, General and Administrative Expenses. Selling, general and administrative expenses, or SG&A, represent the costs associated with managing and supporting our operations. The following is a breakout of SG&A expenses for the periods indicated (in thousands): Years Ended December 31, 2022 December 31, 2021 Cash expenses: Compensation and benefits $ 13,729 $ 15,064 Professional services 13,501 11,400 Other(a) 8,012 9,052 Total cash SG&A expense 35,242 35,516 Non-cash expenses: Bad debt provision(b) 3,389 41,662 Stock based compensation 923 1,068 Total non-cash SG&A expense 4,312 42,730 Total SG&A expense $ 39,554 $ 78,246 a. Includes travel-related costs, IT expenses, rent, utilities and other general and administrative-related costs. b. The bad debt provision for the year endedDecember 31, 2021 includes$41.2 million related to theStingray Pressure Pumping and Muskie contracts with Gulfport. Depreciation, Depletion, Amortization and Accretion. Depreciation, depletion, amortization and accretion decreased$14.2 million , or 18%, to$64.3 million for 2022 from$78.5 million in 2021. The decrease is primarily due to a decline in property and equipment depreciation expense as a result of lower capital expenditures and existing assets being fully depreciated or impaired. Gains on Disposal of Assets, Net. Gains on the disposal of assets decreased$1.2 million , or 24%, to$3.9 million for 2022 from$5.1 million in 2021. Gains on the disposal of assets is primarily related to the sale of trucks, land and buildings for the year endedDecember 31, 2022 and trucking assets for the year endedDecember 31, 2021 . Impairment ofGoodwill . We recorded impairment of goodwill of$0.9 million in 2021. As a result of our annual assessment of goodwill, we determined that the carrying value of goodwill for certain of our entities exceeded their fair values atDecember 31, 2021 , resulting in impairment expense of$0.9 million . We did not recognize any impairment of goodwill in 2022. 62 -------------------------------------------------------------------------------- Impairment of Other Long-lived Assets. We recorded impairments of other long-lived assets of$1.2 million for 2021. Beginning in 2021, we temporarily shut down our crude oil hauling operations, resulting in impairment of trade names of$0.5 million . Additionally, as a result of a review of intangible asset balances as ofDecember 31, 2021 , we determined the fair value ofHigher Power's trade names and customer relationships was less than their carrying value, resulting in impairment expense of$0.7 million . We did not recognize any impairment of other long-lived assets in 2022. Operating Loss. We reported an operating loss of$16.4 million for 2022 compared to an operating loss$123.0 million for 2021. The reduced operating loss in 2022 was primarily due to a decline in costs as a percentage of revenue as well as increased activity across all operating divisions as described above. Interest Expense, net. Interest expense, net increased$5.1 million to$11.5 million for 2022 from$6.4 million for 2021, primarily due to an increase in the interest rate and average borrowings outstanding under our revolving credit facility. Other Income, net. Other income, net increased$35.7 million during 2022 compared to 2021. During 2021, we recognized expense of$25.0 million related to an agreement to settle a legal matter and legal fees related to the matter totaling$5.4 million . We recognized interest on trade accounts receivable of$41.3 million in 2022 compared to$34.7 million in 2021. Income Taxes. During 2022, we recorded an income tax expense of$13.6 million on pre-tax income of$13.0 million compared to an income tax benefit of$22.9 million
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