Alliance Resource Partners spent its last earnings call making a confident case that the hard part was behind it: coal costs were falling fast, a major longwall was back in service, and a $206 million minerals acquisition had just closed. The third-quarter report, due before the open on October 26, is the first chance to see whether that story shows up in a full quarter of numbers rather than in management's forward-looking commentary.

The Street is asking for a meaningful step up. Consensus calls for earnings of $0.82 per unit, up about 17% from $0.70 a year ago and well above the $0.65 posted last quarter. Revenue is expected at roughly $588.8 million, only about 3% higher year over year. That gap between modest sales growth and double-digit earnings growth tells you where the bar sits. Analysts are not counting on better coal prices to carry the quarter. They are counting on lower costs, higher volumes and a bigger royalty contribution to widen margins.

That makes coal cost per ton the number to check first. Segment expense fell to $38.68 per ton in the second quarter, and Appalachian costs dropped nearly 30% from a year earlier on better recoveries at Tunnel Ridge. Management then went further, pointing to roughly 10% additional cost reduction across the back half of the year. Two operational facts support that ambition. The Hamilton longwall returned in mid-May, and the company said production there should roughly double in the third quarter. With no further longwall moves planned until 2027, the mines should run with fewer interruptions, spreading fixed costs over more tons. A third-quarter cost figure meaningfully below the second quarter would validate the narrative; a flat or rising number would suggest the earlier improvement was partly a one-off.

Pricing is the other half of the margin equation. Realized coal prices slid to $54.87 per ton as legacy contracts struck during the 2022 energy crunch rolled off, with Appalachia falling sharply. Management framed this as normalization and expected second-half pricing to hold near second-quarter levels. Any fresh decline would undercut that framing, especially since the earnings estimate leaves little room for price erosion. Commentary on the 21.2 million tons of new commitments booked last quarter, and whether contracting momentum carried into 2027 and beyond, will help show whether supportive developments such as the PJM capacity auction clearing at its cap are translating into firmer utility demand.

The oil and gas royalty segment gets its first full quarter including Alldale III and IV, which prompted management to lift full-year oil volume guidance to 1.95 to 2.05 million barrels. Royalty revenue hit a record $46.5 million last quarter, so investors should expect another increase. The catch is that some of that benefit leaks out through a new $13 million to $15 million non-controlling interest charge, and Bitcoin mark-to-market swings can still muddy reported earnings. Below the operating line, progress on paying down the revolver draw and the new $150 million term loan matters, since management named deleveraging its near-term priority. Holding distribution coverage near last quarter's 1.39x would reinforce that the payout is comfortable even while debt comes down.

The market's mood has cooled even as the stock has held up. Bullish sentiment dropped to about 26% from 64% ahead of the prior report, yet units have gained 4.3% since then, modestly ahead of the S&P 500. At $25.75, the stock sits just above its 200-day average and in the upper half of its post-earnings range, a few percent shy of the $26.94 high. That combination suggests a market willing to hold the units but not yet convinced. Ultimately, the report hinges on one question: did lower costs and higher volumes arrive on schedule? If they did, the improving tone from last quarter earns its credibility; if not, the earnings recovery starts to look like it depends on more than management promised.