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Segments and Related Information - Schedule of Reportable Segment Information (Details) - CALUMET SPECIALTY PRODUCTS PARTNERS, L.P. - USD ($)
$ in Millions
3 Months Ended 6 Months Ended
Jun. 30, 2024
Jun. 30, 2023
Jun. 30, 2024
Jun. 30, 2023
Dec. 31, 2023
Reportable segment information          
Sales $ 1,133.7 $ 1,017.8 $ 2,139.5 $ 2,055.1  
Adjusted EBITDA 66.8 68.1 88.4 145.4  
Reconciling items to net loss:          
Depreciation and amortization 45.9 42.8 91.3 80.0  
LCM / LIFO (gain) loss (9.5) (5.8) (0.5) 13.9  
Interest expense 56.8 55.8 117.6 105.0  
Debt extinguishment costs 0.1 5.2 0.3 5.2  
Unrealized gain on derivatives (3.0) (14.1) (38.7) (55.1)  
RINs mark-to-market loss (gain) 12.2 3.6 (58.9) (42.5)  
Other non-recurring expenses (income) (0.8) 3.6 60.0 33.1  
Equity based compensation and other items 4.7 (1.9) (2.6) 7.2  
Income tax expense 0.5 0.4 0.7 0.9  
Noncontrolling interest adjustments (1.0) 0.8 (0.1) 1.4  
Net income (loss) attributable to partners (39.1) (22.3) (80.7) (3.7)  
Capital expenditures 24.7 83.7 50.2 221.2  
PP&E, net 1,467.2 1,536.4 1,467.2 1,536.4 $ 1,506.3
External customers          
Reportable segment information          
Sales 1,133.7 1,017.8 2,139.5 2,055.1  
Eliminations          
Reportable segment information          
Sales (7.1) (5.3) (12.2) (10.7)  
Eliminations | Inter-segment sales          
Reportable segment information          
Sales (7.1) (5.3) (12.2) (10.7)  
Specialty Products and Solutions          
Reconciling items to net loss:          
Gain on business interruption insurance recovery 1.3   2.4    
Specialty Products and Solutions | Operating Segments          
Reportable segment information          
Sales 753.2 689.3 1,439.8 1,433.4  
Adjusted EBITDA 65.8 61.0 107.6 137.0  
Reconciling items to net loss:          
Depreciation and amortization 18.1 19.3 35.7 35.2  
LCM / LIFO (gain) loss 0.7 1.5 (2.9) 2.7  
Interest expense 3.9 6.8 11.7 13.3  
Debt extinguishment costs 0.1   0.1    
Unrealized gain on derivatives (3.0) (14.0) (38.7) (48.8)  
RINs mark-to-market loss (gain) 8.4 2.2 (39.5) (28.6)  
Capital expenditures 17.5 18.5 31.6 40.0  
PP&E, net 363.0 379.9 363.0 379.9  
Specialty Products and Solutions | Operating Segments | External customers          
Reportable segment information          
Sales 746.2 684.1 1,427.8 1,422.8  
Specialty Products and Solutions | Operating Segments | Inter-segment sales          
Reportable segment information          
Sales 7.0 5.2 12.0 10.6  
Performance Brands          
Reconciling items to net loss:          
Gain on business interruption insurance recovery       5.0  
Performance Brands | Operating Segments          
Reportable segment information          
Sales 96.2 85.6 176.0 164.4  
Adjusted EBITDA 14.1 12.2 27.5 28.6  
Reconciling items to net loss:          
Depreciation and amortization 2.2 2.4 4.3 4.9  
LCM / LIFO (gain) loss (0.2) 0.6   2.1  
Interest expense 0.1 0.1 0.1 0.1  
Capital expenditures 0.3 0.3 0.6 1.0  
PP&E, net 32.5 33.4 32.5 33.4  
Performance Brands | Operating Segments | External customers          
Reportable segment information          
Sales 96.1 85.5 175.8 164.3  
Performance Brands | Operating Segments | Inter-segment sales          
Reportable segment information          
Sales 0.1 0.1 0.2 0.1  
Montana/Renewables          
Reconciling items to net loss:          
Gain on business interruption insurance recovery       28.4  
Montana/Renewables | Operating Segments          
Reportable segment information          
Sales 291.4 248.2 535.9 468.0  
Adjusted EBITDA 7.6 13.0 (6.9) 17.8  
Reconciling items to net loss:          
Depreciation and amortization 25.4 20.9 50.8 39.4  
LCM / LIFO (gain) loss (10.0) (7.9) 2.4 9.1  
Interest expense 16.0 17.5 33.0 29.9  
Unrealized gain on derivatives   (0.1)   (6.3)  
RINs mark-to-market loss (gain) 3.8 1.4 (19.4) (13.9)  
Capital expenditures 5.2 64.7 16.2 179.9  
PP&E, net 1,068.2 1,120.9 1,068.2 1,120.9  
Montana/Renewables | Operating Segments | External customers          
Reportable segment information          
Sales 291.4 248.2 535.9 468.0  
Corporate | Operating Segments          
Reportable segment information          
Adjusted EBITDA (20.7) (18.1) (39.8) (38.0)  
Reconciling items to net loss:          
Depreciation and amortization 0.2 0.2 0.5 0.5  
Interest expense 36.8 31.4 72.8 61.7  
Debt extinguishment costs   5.2 0.2 5.2  
Capital expenditures 1.7 0.2 1.8 0.3  
PP&E, net $ 3.5 $ 2.2 $ 3.5 $ 2.2