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Long-Term Debt - Narrative (Details)
$ in Millions
3 Months Ended 9 Months Ended
Aug. 12, 2025
USD ($)
Jul. 25, 2025
USD ($)
May 24, 2025
USD ($)
Feb. 18, 2025
USD ($)
item
Jan. 16, 2025
USD ($)
Jan. 10, 2025
USD ($)
Nov. 25, 2024
USD ($)
Sep. 30, 2024
USD ($)
Apr. 15, 2024
USD ($)
Mar. 07, 2024
USD ($)
Jan. 17, 2024
USD ($)
Jun. 28, 2023
USD ($)
Jun. 27, 2023
USD ($)
Apr. 19, 2023
USD ($)
Nov. 02, 2022
USD ($)
Jan. 20, 2022
USD ($)
Sep. 30, 2025
USD ($)
Sep. 30, 2025
USD ($)
Sep. 30, 2024
USD ($)
Jan. 06, 2025
USD ($)
Dec. 31, 2024
USD ($)
Aug. 05, 2022
USD ($)
Debt Instruments                                            
Fixed interest rate                                 11.00% 11.00%     11.00%  
Senior notes issued, gross                                 $ 2,338.3 $ 2,338.3        
Repayments of borrowings - senior notes                                   $ 230.0 $ 229.0      
Debt instrument, covenant compliance                                   in compliance with all covenants under the indentures governing the Senior Notes        
Line of credit facility, remaining borrowing capacity                                 209.8 $ 209.8        
Debt extinguishment costs                                 0.5 (47.2) (0.3)      
MRL asset financing arrangements                                         $ 368.1  
Debt Instrument, Variable Interest Rate, Type [Extensible Enumeration]                           us-gaap:SecuredOvernightFinancingRateSofrMember                
Capitalized accrued interest                                 23.7 23.7        
Maximum amount of capitalized accrued interest allowed                                 $ 232.8 232.8        
Payment to purchase equipment                                   $ 39.6 $ 51.7      
Calumet Shreveport Refining, LLC                                            
Debt Instruments                                            
Purchase price of assets sold and leased back   $ 120.0                                        
Lease agreement term   7 years                                        
Monthly rent   $ 1.8                                        
Cost of capital (in %)   10.75%                                        
Repurchase term   6 years                                        
Repurchase price   $ 42.0                                        
Settlement of outstanding obligation   $ 40.0                                        
US Government Agency Insured Loans | US Department of Energy facility                                            
Debt Instruments                                            
Proceeds from agreement       $ 658.0                                    
Guarantor obligations, maximum exposure           $ 1,440.0                                
Number of tranches | item       2                                    
US Government Agency Insured Loans | US Department of Energy facility | Tranche One                                            
Debt Instruments                                            
Proceeds from agreement       $ 781.8                                    
9.25% Senior Secured First Lien Notes due 2029 (the "2029 Secured Notes")                                            
Debt Instruments                                            
Fixed interest rate                   9.25%                        
Senior notes, issuance date                   Mar. 07, 2024                        
Senior notes issued, gross                   $ 200.0                        
Proceeds from debt                   $ 199.0                        
Debt instrument, repurchase amount                         $ 200.0                  
9.75% July 2028, Notes                                            
Debt Instruments                                            
Fixed interest rate                         9.75%       9.75% 9.75%     9.75%  
Senior notes, issuance date                         Jun. 27, 2023                  
Senior notes issued, gross                         $ 325.0                  
Proceeds from debt                         319.1                  
Proceeds used for repurchase of debt                       $ 125.5                    
8.125% Senior Notes due July 2027                                            
Debt Instruments                                            
Fixed interest rate                               8.125% 8.125% 8.125%     8.125%  
Senior notes, issuance date                               Jan. 20, 2022            
Senior notes issued, gross                               $ 325.0            
11.00% Senior Notes due 2026                                            
Debt Instruments                                            
Fixed interest rate             11.00%                              
Senior notes, issuance date Aug. 12, 2025   May 24, 2025                                      
Repayments of borrowings - senior notes $ 80.0   $ 150.0                                      
11.0% Senior Notes due April 2025                                            
Debt Instruments                                            
Fixed interest rate                   11.00%                        
Senior notes, issuance date             Nov. 25, 2024                              
Senior notes issued, gross             $ 354.4                              
Proceeds used for repurchase of debt                   $ 50.0                        
Debt instrument, repurchase amount                       100.0 $ 100.0                  
11.0% July 2026, Notes                                            
Debt Instruments                                            
Senior notes issued, gross             $ 354.4                              
9.25% Senior Notes due July 2024                                            
Debt Instruments                                            
Fixed interest rate                   9.25%                        
Revolving credit facility                                            
Debt Instruments                                            
Senior secured revolving credit facility                                       $ 170.0    
Debt instrument, covenant compliance                                   in compliance with all covenants under the revolving credit facility.        
Line of credit amendment                     Jan. 17, 2024                      
Line of credit facility, covenant terms                                   if the Company’s availability to borrow loans under the revolving credit facility falls below the sum of (a) the greater of (i) (x) 15% of the borrowing base then in effect at the same time that the refinery asset borrowing base component is greater than $0 and (y) 10% of the borrowing base then in effect at any time that the refinery asset borrowing base component is equal to $0 and (ii) $45.0 million (which amount is subject to certain increases) plus (b) the amount of FILO Loans outstanding, then the Company will be required to maintain as of the end of each fiscal quarter a Fixed Charge Coverage Ratio (as defined in the Credit Agreement) of at least 1.0 to 1.0.        
Letters of credit outstanding, amount                                 $ 71.4 $ 71.4        
Line of credit facility, current borrowing capacity                                 448.8 448.8        
Long-term line of credit                                 167.6 167.6     $ 286.6  
Incremental Uncommitted Expansion Feature                     $ 500.0                      
Term Loan Facility, Maximum Borrowing Capacity                     $ 650.0                      
MRL Asset #2                                            
Debt Instruments                                            
MRL asset financing arrangements                                           $ 250.0
MRL Asset #3                                            
Debt Instruments                                            
MRL asset financing arrangements                                           100.0
MRL Asset #4                                            
Debt Instruments                                            
Debt extinguishment costs                                   34.8        
MRL asset financing arrangements                                           $ 50.0
MRL Revolving Credit Agreement                                            
Debt Instruments                                            
Senior notes, issuance date                             Nov. 02, 2022              
Proceeds used for repurchase of debt           26.7                                
Debt extinguishment costs                                   0.3        
MRL revolving credit agreement , maximum borrowing capacity, optional Increase per request                             $ 15.0              
MRL revolving credit agreement, maximum borrowing capacity                             $ 90.0              
2025 Notes                                            
Debt Instruments                                            
Proceeds used for repurchase of debt                 $ 50.0                          
Debt instrument, repurchase amount                       $ 21.0                    
MRL Term Loan Credit Agreement                                            
Debt Instruments                                            
Senior notes, issuance date                           Apr. 19, 2023                
Repayments of borrowings - senior notes           0.7                                
Proceeds used for repurchase of debt           83.8                                
Debt extinguishment costs                                   12.3        
Quarterly installments of borrowings payable in percentage of outstanding principal                           0.25%                
Face amount           9.4               $ 75.0                
MRL Term Loan Credit Agreement | Minimum                                            
Debt Instruments                                            
Debt instrument, basis spread on variable rate                           6.00%                
MRL Term Loan Credit Agreement | Maximum                                            
Debt Instruments                                            
Debt instrument, basis spread on variable rate                           7.30%                
Montana refinery asset financing arrangement                                            
Debt Instruments                                            
Purchase price of assets sold and leased back                                 $ 150.0 $ 150.0        
Remaining purchase price       40.0                                    
Total purchase price       40.0       $ 110.0                            
Montana refinery asset financing arrangement | US Government Agency Insured Loans | US Department of Energy facility | Tranche One                                            
Debt Instruments                                            
Proceeds from agreement       $ 781.8                                    
9.75% July 2028, Mirror Issuance Notes                                            
Debt Instruments                                            
Fixed interest rate         9.75%                       9.75% 9.75%        
Senior notes, issuance date         Jan. 16, 2025                                  
Senior notes issued, gross         $ 100.0                                  
Proceeds from debt         $ 96.0                                  
Percentage of par value for issuance of debt         98.00%                                  
MRL Supply And Offtake Agreement                                            
Debt Instruments                                            
Proceeds used for repurchase of debt           32.5                                
Payment to purchase equipment           392.2                                
Exit fees           $ 23.0