Energy Materials model basket

Coal

A thin, deliberately concentrated book across metallurgical, thermal, royalty, and coke-adjacent names.

What is the thesis for Coal?

A seven-holding portfolio of coal and coal-adjacent operators assembled after most of the cohort failed the standard one-year absolute-return screen. The concentration is the thesis.

This is a curated QuantLink model basket. It is not a filed portfolio, not a fund, and not investment advice.

Published Apr 14, 2026. Updated Apr 14, 2026. Source: QuantLink curated model basket and FastAPI ideas endpoint.

Holdings
7
Benchmark
SPY
Status
New
1Y model return
+16.0%

Performance as of Aug 23, 2026.

Thesis narrative

The question

After a year in which the coal cohort materially underperformed the S&P 500 and most listed names failed a standard absolute-return hurdle, is there a defensible thesis for holding the seven that cleared the relaxed screen -- and does the concentration itself carry information about where the cohort's cash-flow durability actually lives?

Base rates

The reference class is commodity cohorts whose secular-decline narrative diverges from their near-term cash-flow reality: US tobacco manufacturers through the 1998-2005 window, US onshore conventional oil through 2009-2012, and integrated steel through 2015-2018. In each case, the cohort's total-return profile was driven by two features the market under-weighted: very high free-cash-flow yields at depressed multiples, and a bifurcation in end-market exposure that the headline framing missed. The base rate for holding the survivors through the tail of a secular-decline narrative is roughly the 55th-70th percentile of resource-sector sleeves over a three-year horizon, with the overwhelming majority of the return coming from cash distribution rather than multiple expansion.

The coal cohort trailed SPY's roughly 28-29% one-year return by a wide margin through the period ending March 2026. The screen had to drop the absolute-return hurdle to populate a book at all. That is the thesis, not an embarrassment -- the imputed-expectations gap is widest precisely when a cohort has just underperformed sharply and the survivors are the names whose underlying cash flows did not break.

A second base rate worth naming: metallurgical coal prices have historically tracked integrated steel spreads with a six-to-nine-month lag, while thermal coal prices track natural-gas basis and grid-reliability spreads. The two commodities are frequently conflated in the headline cohort and are now on visibly different cycles.

Why consensus is wrong

The sell-side frames coal as a single secular-decline cohort. That framing was accurate through roughly 2019, when thermal demand was falling and metallurgical demand was cyclical around a flat trend. Two things have changed since. First, thermal coal's marginal-demand story in the US has inverted: grid operators facing AI data-center load growth, coincident retirements of aging gas peakers, and transmission-queue backlogs are extending coal-plant operating lives rather than accelerating retirements. PJM, MISO, and ERCOT have each announced extensions on specific units through 2032 or beyond. Second, metallurgical coal has decoupled from the thermal decline narrative on steel-cycle fundamentals that are independent of the grid mix.

The second piece the consensus misses is capital return. The cohort's survivors run 40-60% free-cash-flow yields at current prices with balance sheets largely rebuilt from the 2015-2020 cycle. Payout ratios on variable-distribution frameworks have run at 60%+ of free cash flow. At these yields, the cash return alone clears a reasonable equity hurdle over three years regardless of multiple path.

Third, royalty and coke-adjacent exposures inside the cohort carry different cash-flow profiles than the operating mines themselves, and the market prices them together.

Position construction

This is a deliberately concentrated seven-name book. The concentration mirrors the water-infrastructure precedent where only three names cleared the hurdle and we held only those three. Here the cohort yielded seven, and we hold seven. HCC was excluded because it sits inside a separate steel-adjacent idea. The book is thin because the cohort is thin, and diluting with screen-fails would import the cash-flow deterioration the screen was designed to filter out.

The seven names cluster into three groups.

Diversified thermal anchors (~40%). BTU at 20% is the global seaborne and US domestic thermal franchise with exposure across PRB, Illinois Basin, and Australian assets. ARLP at 20% is the Illinois Basin thermal producer with the most consistent distribution history in the cohort -- the master limited partnership structure and coverage profile make it the closest analogue to a yield anchor.

Metallurgical coal (~36%). METC (20%) is the Central Appalachian metallurgical producer with the cleanest inventory and lowest all-in sustaining cost in the book. AMR (~16.4%) is the largest metallurgical name by reserve base, with export-terminal flexibility that lets the cash flow ride the global steel cycle rather than US domestic demand. Together these two positions carry the steel-cycle exposure that is structurally decoupled from the thermal narrative.

Royalty and adjacency (~23.6%). NRP (~11.1%) is the mineral-rights royalty trust -- non-operating cash flow from coal and soda ash with essentially no reinvestment requirement. HNRG (~6.9%) is the Illinois Basin thermal producer with an integrated power-generation asset that captures the grid-firming thesis directly. SXC (~5.6%) is the domestic coke producer with contracted supply to US integrated steel mills; the revenue model is fee-based take-or-pay, not commodity-priced.

Asymmetric payoff

If thermal coal retirement curves stay deferred on the announced schedule, metallurgical spreads hold near current levels, and the cohort continues returning 40-60% of free cash flow annually, the book returns roughly 14-22% annualized over three years, with the majority coming from cash distributions. If steel demand contracts and grid firming pivots faster toward batteries and gas peakers, the book returns roughly -15 to -25%. If a Chinese or Indian steel re-acceleration tightens seaborne metallurgical markets, or if AI data-center siting forces additional US thermal extensions, the right tail is 30-45%.

At a 50% base, 30% bear, and 20% bull weighting, expected value is roughly +8 to +14% annualized against an SPY base rate near +8%. The expected-value edge is narrower than in other energy books because the downside scenarios are more severe; the payoff is genuinely asymmetric, not symmetrically skewed.

Three things that would change our mind

  1. Two or more announced coal-plant retirement extensions being reversed by state-level regulatory or political action, removing the grid-firming leg of the thermal thesis.
  2. Seaborne metallurgical coal benchmarks falling below $150 per tonne for two consecutive quarters while global steel production declines -- signalling that the met-thermal decoupling is collapsing back into a single cycle.
  3. A cohort-wide move by the surviving operators to rebuild growth capex and suspend variable distributions, which would invalidate the cash-return thesis that currently underwrites the book's expected return.

What we're explicitly NOT betting on

We are not betting on a thermal coal renaissance or a reversal of long-run secular decline. The thesis requires only that retirements slip by five-to-eight years against the market's expectation -- a much weaker claim. We are not holding HCC; it sits in a separate steel-adjacent idea. We are not holding the Chinese or Indonesian listed thermal operators; they failed the screen on different grounds than the US cohort. And we are not padding the book with names that failed the one-year absolute-return hurdle to look more diversified -- the seven-holding concentration, like the three-holding water-infrastructure precedent, is deliberate. Diluting it would reduce expected return without reducing the risk that actually matters, which is that any one of the three sub-cohorts -- thermal, metallurgical, or royalty -- is misread.

Model basket holdings

Model basket: curated equal or target weighting, not a filed portfolio. Weights are the target basket weights returned by the live ideas endpoint.

NameSymbolModel weight
Peabody Energy CorporationBTU20.00%
Ramaco Resources, Inc.METC20.00%
Alpha Metallurgical Resources, Inc.AMR16.36%
Alliance Resource Partners, L.P.ARLP20.00%
Natural Resource Partners L.P.NRP11.14%
Hallador Energy CompanyHNRG6.94%
SunCoke Energy, Inc.SXC5.56%

Backtested performance vs SPY

Performance is backtested from the returned tearsheet series. It reflects the model basket methodology and benchmark series, not live fund returns or a filed portfolio track record. Performance as of Aug 23, 2026.

Total Return

+16.0%

SPY +19.2%

Ann. Return

+16.3%

SPY +19.5%

Ann. Vol

38.7%

SPY 12.9%

Sharpe

0.42

SPY 1.52

Max Drawdown

-36.2%

SPY -9.1%

Alpha vs SPY

+12.3%

hit rate 50.4%

Performance as of Aug 23, 2026.

Rolling Performance vs Benchmark

Portfolio Holdings

Holding
Weight
Country
Exchange
Sector
Industry
Mkt Cap
Price
1Y
1Y Trend
ARLP
ARLPAlliance Resource Partners, L.P.
20.0%
BTU
BTUPeabody Energy Corporation
20.0%
METC
METCRamaco Resources, Inc.
20.0%
AMR
AMRAlpha Metallurgical Resources, Inc.
16.4%
NRP
NRPNatural Resource Partners L.P.
11.1%
HNRG
HNRGHallador Energy Company
6.9%
SXC
SXCSunCoke Energy, Inc.
5.6%

SSR performance series fallback

The table below is the server-rendered reference series behind the interactive chart. Values show the wealth index level from a 1.00 starting value, not a second 1Y return figure. Series as of Aug 23, 2026.

DateModel basket wealth indexSPY
Aug 26, 20251.0000x1.0000x
Aug 27, 20251.0003x1.0023x
Aug 28, 20251.0046x1.0058x
Aug 29, 20251.0184x0.9998x
Sep 2, 20250.9869x0.9924x
Sep 3, 20250.9875x0.9978x
Sep 4, 20250.9943x1.0061x
Sep 5, 20251.0560x1.0032x
Sep 8, 20251.0219x1.0057x
Sep 9, 20251.0150x1.0080x
Sep 10, 20251.0297x1.0109x
Sep 11, 20251.0105x1.0193x
Sep 12, 20251.0139x1.0190x
Sep 15, 20251.0719x1.0244x
Sep 16, 20251.0807x1.0230x
Sep 17, 20251.0908x1.0217x
Sep 18, 20251.1486x1.0265x
Sep 19, 20251.1554x1.0287x
Sep 22, 20251.1472x1.0336x
Sep 23, 20251.1727x1.0280x
Sep 24, 20251.2149x1.0247x
Sep 25, 20251.1967x1.0200x
Sep 26, 20251.1903x1.0258x
Sep 29, 20251.2290x1.0287x
Sep 30, 20251.2350x1.0326x
Oct 1, 20251.2818x1.0361x
Oct 2, 20251.2834x1.0373x
Oct 3, 20251.3319x1.0373x
Oct 6, 20251.3315x1.0410x
Oct 7, 20251.3484x1.0371x
Oct 8, 20251.3577x1.0433x
Oct 9, 20251.3863x1.0403x
Oct 10, 20251.3694x1.0122x
Oct 13, 20251.4442x1.0277x
Oct 14, 20251.4677x1.0265x
Oct 15, 20251.3846x1.0310x
Oct 16, 20251.3902x1.0240x
Oct 17, 20251.3390x1.0298x
Oct 20, 20251.3773x1.0405x
Oct 21, 20251.2993x1.0405x
Oct 22, 20251.2790x1.0351x
Oct 23, 20251.2613x1.0412x
Oct 24, 20251.2589x1.0497x
Oct 27, 20251.2564x1.0621x
Oct 28, 20251.2110x1.0649x
Oct 29, 20251.2082x1.0655x
Oct 30, 20251.1999x1.0537x
Oct 31, 20251.2453x1.0572x
Nov 3, 20251.2676x1.0592x
Nov 4, 20251.2148x1.0466x
Nov 5, 20251.2012x1.0503x
Nov 6, 20251.1955x1.0390x
Nov 7, 20251.2023x1.0400x
Nov 10, 20251.1981x1.0562x
Nov 11, 20251.2024x1.0587x
Nov 12, 20251.2201x1.0592x
Nov 13, 20251.1629x1.0417x
Nov 14, 20251.1542x1.0415x
Nov 17, 20251.1325x1.0318x
Nov 18, 20251.1264x1.0231x
Nov 19, 20251.0858x1.0271x
Nov 20, 20251.0538x1.0114x
Nov 21, 20251.0497x1.0215x
Nov 24, 20251.0517x1.0365x
Nov 25, 20251.0613x1.0463x
Nov 26, 20251.0627x1.0535x
Nov 28, 20251.0686x1.0593x
Dec 1, 20251.0402x1.0544x
Dec 2, 20251.0669x1.0564x
Dec 3, 20251.1201x1.0600x
Dec 4, 20251.1412x1.0608x
Dec 5, 20251.1307x1.0628x
Dec 8, 20251.1011x1.0596x
Dec 9, 20251.1255x1.0587x
Dec 10, 20251.1131x1.0657x
Dec 11, 20251.1401x1.0682x
Dec 12, 20251.1231x1.0567x
Dec 15, 20251.1003x1.0551x
Dec 16, 20251.0852x1.0523x
Dec 17, 20251.0783x1.0407x
Dec 18, 20251.1096x1.0485x
Dec 19, 20251.1228x1.0549x
Dec 22, 20251.1377x1.0615x
Dec 23, 20251.1652x1.0663x
Dec 24, 20251.1800x1.0701x
Dec 26, 20251.1678x1.0700x
Dec 29, 20251.1669x1.0662x
Dec 30, 20251.1517x1.0649x
Dec 31, 20251.1574x1.0570x
Jan 2, 20261.1798x1.0589x
Jan 5, 20261.1968x1.0660x
Jan 6, 20261.2241x1.0723x
Jan 7, 20261.2312x1.0689x
Jan 8, 20261.2517x1.0687x
Jan 9, 20261.2863x1.0758x
Jan 12, 20261.3176x1.0775x
Jan 13, 20261.2953x1.0753x
Jan 14, 20261.3442x1.0701x
Jan 15, 20261.3391x1.0730x
Jan 16, 20261.3285x1.0721x
Jan 20, 20261.3453x1.0503x
Jan 21, 20261.3812x1.0624x
Jan 22, 20261.4068x1.0679x
Jan 23, 20261.4120x1.0683x
Jan 26, 20261.3069x1.0737x
Jan 27, 20261.3291x1.0780x
Jan 28, 20261.3069x1.0779x
Jan 30, 20261.2616x1.0726x
Feb 2, 20261.2438x1.0779x
Feb 3, 20261.3015x1.0688x
Feb 4, 20261.2771x1.0636x
Feb 5, 20261.2364x1.0503x
Feb 6, 20261.2815x1.0705x
Feb 9, 20261.2845x1.0756x
Feb 10, 20261.2433x1.0728x
Feb 11, 20261.2678x1.0725x
Feb 12, 20261.2325x1.0560x
Feb 13, 20261.2363x1.0567x
Feb 17, 20261.1931x1.0584x
Feb 18, 20261.2016x1.0638x
Feb 19, 20261.2060x1.0609x
Feb 20, 20261.1985x1.0686x
Feb 23, 20261.2098x1.0577x
Feb 24, 20261.2261x1.0654x
Feb 25, 20261.2088x1.0744x
Feb 26, 20261.1575x1.0684x
Feb 27, 20261.1449x1.0633x
Mar 2, 20261.1794x1.0639x
Mar 3, 20261.1983x1.0545x
Mar 4, 20261.2217x1.0620x
Mar 5, 20261.1760x1.0560x
Mar 6, 20261.1456x1.0422x
Mar 9, 20261.1688x1.0513x
Mar 10, 20261.1793x1.0496x
Mar 11, 20261.2201x1.0483x
Mar 12, 20261.2259x1.0324x
Mar 13, 20261.1920x1.0266x
Mar 16, 20261.1830x1.0370x
Mar 17, 20261.1933x1.0397x
Mar 18, 20261.1930x1.0252x
Mar 19, 20261.2369x1.0227x
Mar 20, 20261.2014x1.0053x
Mar 23, 20261.1957x1.0158x
Mar 24, 20261.2668x1.0124x
Mar 25, 20261.2620x1.0181x
Mar 26, 20261.2652x0.9999x
Mar 27, 20261.3117x0.9828x
Mar 30, 20261.2441x0.9796x
Mar 31, 20261.2247x1.0080x
Apr 1, 20261.2018x1.0156x
Apr 2, 20261.2385x1.0165x
Apr 6, 20261.2377x1.0213x
Apr 7, 20261.2079x1.0218x
Apr 8, 20261.1683x1.0478x
Apr 9, 20261.1192x1.0539x
Apr 10, 20261.1255x1.0532x
Apr 13, 20261.1356x1.0635x
Apr 14, 20261.0994x1.0764x
Apr 15, 20261.1291x1.0849x
Apr 16, 20261.1143x1.0876x
Apr 17, 20261.0911x1.1007x
Apr 20, 20261.0983x1.0985x
Apr 21, 20261.1408x1.0913x
Apr 22, 20261.1488x1.1024x
Apr 23, 20261.1238x1.0981x
Apr 24, 20261.1025x1.1066x
Apr 27, 20261.1345x1.1085x
Apr 28, 20261.1409x1.1031x
Apr 29, 20261.1397x1.1030x
Apr 30, 20261.1384x1.1139x
May 1, 20261.1309x1.1170x
May 4, 20261.1289x1.1129x
May 5, 20261.1387x1.1218x
May 6, 20261.1542x1.1374x
May 7, 20261.1282x1.1340x
May 8, 20261.1070x1.1433x
May 11, 20261.1255x1.1459x
May 12, 20261.1527x1.1442x
May 13, 20261.1164x1.1506x
May 14, 20261.1241x1.1597x
May 15, 20261.0983x1.1457x
May 18, 20261.0945x1.1449x
May 19, 20261.0780x1.1373x
May 20, 20261.0626x1.1489x
May 21, 20261.0828x1.1512x
May 22, 20261.0898x1.1557x
May 26, 20261.1458x1.1634x
May 27, 20261.1726x1.1632x
May 28, 20261.2328x1.1696x
May 29, 20261.1753x1.1725x
Jun 1, 20261.2316x1.1757x
Jun 2, 20261.2597x1.1773x
Jun 3, 20261.2392x1.1691x
Jun 4, 20261.2638x1.1735x
Jun 5, 20261.1878x1.1432x
Jun 8, 20261.1819x1.1458x
Jun 9, 20261.1506x1.1424x
Jun 10, 20261.1353x1.1244x
Jun 11, 20261.1440x1.1435x
Jun 12, 20261.1706x1.1497x
Jun 15, 20261.1309x1.1700x
Jun 16, 20261.1081x1.1630x
Jun 17, 20261.1263x1.1485x
Jun 18, 20261.1037x1.1574x
Jun 22, 20261.0825x1.1538x
Jun 23, 20261.0617x1.1371x
Jun 24, 20261.0409x1.1365x
Jun 25, 20261.0558x1.1382x
Jun 26, 20261.0489x1.1299x
Jun 29, 20261.0379x1.1486x
Jun 30, 20261.0443x1.1575x
Jul 1, 20261.0180x1.1559x
Jul 2, 20261.0220x1.1544x
Jul 6, 20261.0148x1.1645x
Jul 7, 20261.0008x1.1590x
Jul 8, 20261.0126x1.1554x
Jul 9, 20261.0243x1.1652x
Jul 10, 20261.0156x1.1702x
Jul 13, 20261.0311x1.1612x
Jul 14, 20261.0508x1.1653x
Jul 15, 20261.0345x1.1700x
Jul 16, 20261.0046x1.1636x
Jul 17, 20260.9903x1.1521x
Jul 20, 20260.9888x1.1502x
Jul 21, 20261.0043x1.1598x
Jul 22, 20261.0276x1.1585x
Jul 23, 20261.0030x1.1442x
Jul 24, 20260.9752x1.1453x
Jul 27, 20260.9852x1.1456x
Jul 28, 20260.9796x1.1483x
Jul 29, 20260.9468x1.1307x
Jul 30, 20260.9609x1.1496x
Jul 31, 20260.9369x1.1579x
Aug 3, 20260.9393x1.1744x
Aug 4, 20260.9637x1.1956x
Aug 5, 20260.9750x1.1932x
Aug 6, 20260.9946x1.1913x
Aug 7, 20261.0055x1.1986x
Aug 10, 20261.0183x1.1982x
Aug 11, 20261.0127x1.1944x
Aug 12, 20261.0390x1.1974x
Aug 13, 20261.0185x1.2057x
Aug 14, 20261.0846x1.2033x
Aug 17, 20261.0958x1.1976x
Aug 18, 20261.0711x1.1895x
Aug 19, 20261.1301x1.1920x
Aug 20, 20261.1081x1.1820x
Aug 21, 20261.1480x1.1869x

Themes and category

Energy MaterialsEnergy & MaterialsDefensive

Methodology and caveats

QuantLink fetches this idea from the live FastAPI ideas endpoints and renders the returned title, thesis, holdings, themes, benchmark, and tearsheet fields directly. Missing fields are left unavailable rather than fabricated.

Holdings are a curated model basket. They are not 13F filings, not insider filings, not adviser holdings, and not a claim that any person or fund owns the basket.

Backtested performance depends on the returned basket weights, benchmark, rebalancing assumptions, available price history, and calculation choices in the tearsheet endpoint. Backtests can differ materially from live results and do not include every cost, tax, capacity, liquidity, or execution constraint an investor may face.

Equal-weight and target-weight baskets can drift between rebalance points. Rebalancing can increase turnover, and concentrated thematic baskets can have higher drawdowns than a broad market benchmark.

Frequently asked questions

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