Executive Summary
            
                Waste Management Inc delivered a solid sequential and positive year-over-year revenue trajectory in QQ4 2024, underpinned by resilient volumes and a diversified asset base across collection, transfer, MRFs, and landfills. Revenue rose to USD 5.893 billion in the quarter, up 12.96% year over year and 5.06% quarter over quarter, with gross profit of USD 1.689 billion and a gross margin of 28.6%. Operating income reached USD 0.941 billion, translating to an operating margin of ~16.0%, while net income stood at USD 598 million and diluted EPS at USD 1.48β1.49. These metrics reflect a favorable top-line trajectory even as the business contends with higher operating costs and strategic investments.
 Cash flow and capital allocation were clearly directional but mixed. Operating cash flow (OCF) was robust at USD 1.511 billion, supporting USD 1.115 billion of capital expenditures and yielding a free cash flow of USD 396 million for the quarter. However, investing cash flow was heavily negative (USD -7.762 billion for the four quarters) driven by acquisitions, while financing activities contributed USD 6.058 billion, including substantial debt repayments (USD 6.413 billion). Net of these activities, cash declined modestly to USD 0.487 billion at period end. The balance sheet remains asset-heavy with elevated goodwill and intangible assets (Goodwill USD 13.438 billion; intangibles USD 4.188 billion; total assets USD 44.567 billion) and a high debt burden (total debt USD 23.9 billion; net debt USD 23.486 billion).
 From a risk/return perspective, Waste Management exhibits durable, regulated cash flows and a scalable platform, but the leverage burden and heavy capital deployment on acquisitions introduce balance-sheet and coverage challenges. The company trades at elevated valuation multiples (e.g., P/E around 33.8x, P/B ~9.8x) relative to peers, reflecting its size, franchise, and relatively predictable cash generation. Absent material shifts in debt levels, cost optimization, or portfolio rationalization, the near-term investment thesis centers on steady volume growth, margin stabilization, and disciplined capital allocation to de-lever or improve free cash flow generation over time.            
         
        
        
            Key Performance Indicators
            
                                    
                                    
                                    
                        
                        
                                                    
                                QoQ: -16.50% | YoY:19.87%                            
                                             
                                    
                        
                        
                                                    
                                QoQ: -21.32% | YoY:21.30%                            
                                             
                                    
                        
                        
                                                    
                                QoQ: -21.16% | YoY:21.14%                            
                                             
                             
         
        
        
        
        
            Key Insights
            
                
                                    Revenue: USD 5.893B in QQ4 2024, YoY +12.96%, QoQ +5.06%
Gross Profit: USD 1.689B, Gross Margin 28.6%; YoY Gross Profit decline around -18.49%, QoQ +2.18%
Operating Income: USD 0.941B, Operating Margin ~16.0%; YoY +19.87%, QoQ -16.50%
EBITDA: USD 1.587B; EBITDA Margin ~26.93%
Net Income: USD 0.598B; Net Margin ~10.15%; YoY +21.30%, QoQ -21.32%
EPS (Diluted): USD 1.48; EPS: USD 1.49; YoY EPS +21.14%, QoQ -21.16%
OCF: USD 1.511B; CAPEX: USD -1.115B; Free Cash Flow: USD 0.396B; FCF per share: USD 0...
                
             
         
    
    
    
        
        
            Financial Highlights
            
                Revenue: USD 5.893B in QQ4 2024, YoY +12.96%, QoQ +5.06%
Gross Profit: USD 1.689B, Gross Margin 28.6%; YoY Gross Profit decline around -18.49%, QoQ +2.18%
Operating Income: USD 0.941B, Operating Margin ~16.0%; YoY +19.87%, QoQ -16.50%
EBITDA: USD 1.587B; EBITDA Margin ~26.93%
Net Income: USD 0.598B; Net Margin ~10.15%; YoY +21.30%, QoQ -21.32%
EPS (Diluted): USD 1.48; EPS: USD 1.49; YoY EPS +21.14%, QoQ -21.16%
OCF: USD 1.511B; CAPEX: USD -1.115B; Free Cash Flow: USD 0.396B; FCF per share: USD 0.986
Cash & Liquidity: Cash at end USD 0.487B; Cash and equivalents USD 0.414B; Current ratio 0.763; Quick ratio 0.730; Cash ratio 0.0674
Balance Sheet: Total assets USD 44.567B; Total liabilities USD 36.313B; Total equity USD 8.252B; Goodwill USD 13.438B; Intangibles USD 4.188B; Total debt USD 23.900B; Net debt USD 23.486B
Leverage & Coverage: Debt to capitalization ~0.751; Long-term debt to capitalization ~0.729; Interest coverage ~4.68x; ROE ~7.25%; ROA ~1.32%
Valuation & Cash Flow Metrics: P/E ~33.81x; P/B ~9.80x; Dividend yield ~0.37%; FCF per share USD 0.986; Operating cash flow per share USD 3.76            
            
            Income Statement
            
                
                    
                    
                        | Metric | 
                        Value | 
                        YoY Change | 
                        QoQ Change | 
                    
                    
                    
                                                
                                | Revenue | 
                                5.89B | 
                                12.96% | 
                                5.06% | 
                            
                                                    
                                | Gross Profit | 
                                1.69B | 
                                -18.49% | 
                                2.18% | 
                            
                                                    
                                | Operating Income | 
                                941.00M | 
                                19.87% | 
                                -16.50% | 
                            
                                                    
                                | Net Income | 
                                598.00M | 
                                21.30% | 
                                -21.32% | 
                            
                                                    
                                | EPS | 
                                1.49 | 
                                21.14% | 
                                -21.16% | 
                            
                                            
                
             
         
        
        
            Key Financial Ratios
            
                                    
                    
                                    
                    
                                    
                    
                        
                            operatingProfitMargin                        
                        
                            16%                        
                        
                                                    
                     
                                    
                    
                                    
                    
                                    
                    
                                    
                    
                                    
                    
                        
                            operatingCashFlowPerShare                        
                        
                            $3.76                        
                        
                                                    
                     
                                    
                    
                        
                            freeCashFlowPerShare                        
                        
                            $0.99                        
                        
                                                    
                     
                                    
                    
                        
                            dividendPayoutRatio                        
                        
                            50.3%                        
                        
                                                    
                     
                                    
                    
                                    
                    
                             
         
        
        
    
    
    
        
            Management Commentary
            
                N/A β No earnings call transcript available in the provided data. Key management commentary from the QQ4 2024 release is not captured in the input. As a result, quotes and theme-based highlights from executives (strategy, operations, market conditions) could not be extracted.            
            
            
         
        
        
            Forward Guidance
            
                No explicit financial guidance for 2025 was included in the provided data. Absent a formal outlook, the assessment relies on qualitative indicators and historical cadence: (1) revenue trajectory remains supported by stable core volumes in waste collection and landfill/transfer activities; (2) margin improvements will hinge on scale efficiencies, pricing dynamics, and integration of acquisitions; (3) funding of capex and acquisitions continues to press on liquidity and leverage, given the large net debt position. Investors should monitor: progress on debt reduction or deleveraging, integration and tax-advantaged returns from acquisitions, commodity/energy price effects on recycling and landfill operations, regulatory changes around waste management and environmental liabilities, and the companyβs ability to generate free cash flow to restore balance-sheet flexibility.