📝 Executive Summary
Calumet, Inc. reported a robust third quarter for 2026, with Adjusted EBITDA climbing to $322.0 million from $69.6 million in the prior-year period. The company successfully retired over $265 million in high-cost debt over four months, signaling an aggressive deleveraging strategy alongside strong performance in its Specialty Products and Montana/Renewables segments.