NC vs SXC vs ARLP vs AMR

For growth investors, NACCO Industries, Inc.

(NC) is the stronger pick with 16. 6% revenue growth year-over-year, versus -14. 8% for Alpha Metallurgical Resources, Inc. (AMR). Alliance Resource Partners, L. P. (ARLP) offers the better valuation at 10. 6x trailing P/E (11. 2x forward), making it the more compelling value choice. Analysts rate NACCO Industries, Inc. (NC) a "Buy" — based on 2 analyst ratings — the highest consensus in this comparison. The "better buy" depends entirely on your goals: growth investors should weight revenue trajectory, value investors should weight P/E and PEG, and income investors should weight dividend yield and streak.

On trailing P/E, Alliance Resource Partners, L.

P. (ARLP) is the cheapest at 10. 6x versus NACCO Industries, Inc. at 22. 4x. On forward P/E, NACCO Industries, Inc. is actually cheaper at 1. 8x — notably different from the trailing picture, reflecting expected earnings growth.

Over the past 5 years, Alpha Metallurgical Resources, Inc.

(AMR) delivered a total return of +1410%, compared to +19. 8% for SunCoke Energy, Inc. (SXC). Over 10 years, the gap is even starker: AMR returned +1321% versus SXC's +68. 0%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

By beta (market sensitivity over 5 years), Alliance Resource Partners, L.

P. (ARLP) is the lower-risk stock at 0. 07β versus NACCO Industries, Inc. 's 0. 95β — meaning NC is approximately 1237% more volatile than ARLP relative to the S&P 500. On balance sheet safety, Alpha Metallurgical Resources, Inc. (AMR) carries a lower debt/equity ratio of 0% versus 109% for SunCoke Energy, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), NACCO Industries, Inc.

(NC) is pulling ahead at 16. 6% versus -14. 8% for Alpha Metallurgical Resources, Inc. (AMR). On earnings-per-share growth, the picture is similar: Alliance Resource Partners, L. P. grew EPS -12. 6% year-over-year, compared to -146. 4% for SunCoke Energy, Inc.. Over a 3-year CAGR, AMR leads at 9. 4% annualised revenue growth. Higher growth typically commands a higher valuation multiple — check whether the premium P/E or P/S is justified by the growth rate using the PEG ratio.

Alliance Resource Partners, L.

P. (ARLP) is the more profitable company, earning 14. 2% net margin versus -2. 4% for SunCoke Energy, Inc. — meaning it keeps 14. 2% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: ARLP leads at 17. 6% versus -14. 5% for NC. At the gross margin level — before operating expenses — ARLP leads at 21. 3%, reflecting greater pricing power or product mix advantage. Stronger margins indicate durable pricing power, lower cost of revenue, or higher mix of software/services. They are one of the clearest signs of business quality.

On forward earnings alone, NACCO Industries, Inc.

(NC) trades at 1. 8x forward P/E versus 20. 1x for SunCoke Energy, Inc. — 18. 2x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for SXC: 23. 0% to $9. 00.

All stocks in this comparison pay dividends.

Alliance Resource Partners, L. P. (ARLP) offers the highest yield at 10. 3%, versus 0. 1% for Alpha Metallurgical Resources, Inc. (AMR).

For long-horizon retirement investors, Alliance Resource Partners, L.

P. (ARLP) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 0. 07), 10. 3% yield, +195. 5% 10Y return). Both have compounded well over 10 years (ARLP: +195. 5%, SXC: +68. 0%), confirming both are viable long-term holds — but the lower-volatility option typically results in less emotional selling during corrections. Retirement portfolios generally favour predictability over maximum returns. Consult a financial advisor before making allocation decisions.

Both stocks operate in the Energy sector, making this a peer-level intra-sector comparison — the same macro tailwinds and headwinds will affect both.

In terms of investment character: NC is a small-cap high-growth stock; SXC is a small-cap income-oriented stock; ARLP is a small-cap deep-value stock; AMR is a small-cap deep-value stock. NC, SXC, ARLP pay a dividend while AMR does not, making them suitable for different income and tax situations. These fundamental differences mean investors should not choose between them on a single metric — the "better stock" depends entirely on which of these characteristics aligns with your investment strategy.