Alliance Resource Partners is rated a cautious buy, offering a 9%+ yield, undemanding valuation, and improving balance sheet metrics. ARLP trades at 11.87x forward P/E and 5.2x EV/EBITDA, with a forward P/E dropping to 8.5x by 2028, supporting attractive risk/reward. Distribution coverage sits at 1.0x, with upside potential if coverage returns to 1.3x; payout is expected to hold at $0.60 per unit.