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
+19.8%

Performance as of Sep 11, 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 Sep 11, 2026.

Total Return

+19.8%

SPY +15.9%

Ann. Return

+20.1%

SPY +16.2%

Ann. Vol

38.9%

SPY 12.9%

Sharpe

0.52

SPY 1.26

Max Drawdown

-36.2%

SPY -9.1%

Alpha vs SPY

+17.4%

hit rate 50.8%

Performance as of Sep 11, 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 Sep 11, 2026.

DateModel basket wealth indexSPY
Sep 12, 20251.0000x1.0000x
Sep 15, 20251.0572x1.0053x
Sep 16, 20251.0658x1.0039x
Sep 17, 20251.0758x1.0027x
Sep 18, 20251.1328x1.0074x
Sep 19, 20251.1395x1.0096x
Sep 22, 20251.1315x1.0143x
Sep 23, 20251.1566x1.0088x
Sep 24, 20251.1981x1.0056x
Sep 25, 20251.1802x1.0010x
Sep 26, 20251.1739x1.0067x
Sep 29, 20251.2121x1.0095x
Sep 30, 20251.2180x1.0133x
Oct 1, 20251.2642x1.0168x
Oct 2, 20251.2657x1.0180x
Oct 3, 20251.3136x1.0179x
Oct 6, 20251.3132x1.0216x
Oct 7, 20251.3299x1.0178x
Oct 8, 20251.3390x1.0239x
Oct 9, 20251.3672x1.0209x
Oct 10, 20251.3506x0.9933x
Oct 13, 20251.4243x1.0086x
Oct 14, 20251.4475x1.0073x
Oct 15, 20251.3656x1.0118x
Oct 16, 20251.3711x1.0049x
Oct 17, 20251.3206x1.0106x
Oct 20, 20251.3583x1.0211x
Oct 21, 20251.2814x1.0211x
Oct 22, 20251.2614x1.0158x
Oct 23, 20251.2440x1.0218x
Oct 24, 20251.2416x1.0302x
Oct 27, 20251.2391x1.0423x
Oct 28, 20251.1944x1.0451x
Oct 29, 20251.1916x1.0456x
Oct 30, 20251.1834x1.0341x
Oct 31, 20251.2281x1.0375x
Nov 3, 20251.2502x1.0394x
Nov 4, 20251.1981x1.0271x
Nov 5, 20251.1847x1.0307x
Nov 6, 20251.1791x1.0196x
Nov 7, 20251.1857x1.0206x
Nov 10, 20251.1816x1.0366x
Nov 11, 20251.1858x1.0389x
Nov 12, 20251.2033x1.0395x
Nov 13, 20251.1469x1.0223x
Nov 14, 20251.1383x1.0221x
Nov 17, 20251.1169x1.0126x
Nov 18, 20251.1109x1.0041x
Nov 19, 20251.0709x1.0079x
Nov 20, 20251.0393x0.9926x
Nov 21, 20251.0352x1.0025x
Nov 24, 20251.0372x1.0172x
Nov 25, 20251.0467x1.0268x
Nov 26, 20251.0481x1.0339x
Nov 28, 20251.0539x1.0395x
Dec 1, 20251.0259x1.0348x
Dec 2, 20251.0522x1.0367x
Dec 3, 20251.1046x1.0403x
Dec 4, 20251.1255x1.0410x
Dec 5, 20251.1152x1.0430x
Dec 8, 20251.0859x1.0399x
Dec 9, 20251.1101x1.0390x
Dec 10, 20251.0978x1.0459x
Dec 11, 20251.1244x1.0483x
Dec 12, 20251.1076x1.0370x
Dec 15, 20251.0852x1.0355x
Dec 16, 20251.0702x1.0326x
Dec 17, 20251.0635x1.0213x
Dec 18, 20251.0944x1.0290x
Dec 19, 20251.1074x1.0353x
Dec 22, 20251.1221x1.0417x
Dec 23, 20251.1492x1.0465x
Dec 24, 20251.1637x1.0502x
Dec 26, 20251.1518x1.0500x
Dec 29, 20251.1508x1.0463x
Dec 30, 20251.1359x1.0450x
Dec 31, 20251.1415x1.0373x
Jan 2, 20261.1636x1.0392x
Jan 5, 20261.1803x1.0461x
Jan 6, 20261.2072x1.0523x
Jan 7, 20261.2142x1.0489x
Jan 8, 20261.2345x1.0488x
Jan 9, 20261.2686x1.0558x
Jan 12, 20261.2995x1.0574x
Jan 13, 20261.2774x1.0553x
Jan 14, 20261.3257x1.0501x
Jan 15, 20261.3207x1.0530x
Jan 16, 20261.3102x1.0521x
Jan 20, 20261.3268x1.0307x
Jan 21, 20261.3622x1.0426x
Jan 22, 20261.3874x1.0480x
Jan 23, 20261.3926x1.0484x
Jan 26, 20261.2890x1.0537x
Jan 27, 20261.3108x1.0579x
Jan 28, 20261.2889x1.0578x
Jan 30, 20261.2443x1.0526x
Feb 2, 20261.2267x1.0578x
Feb 3, 20261.2836x1.0489x
Feb 4, 20261.2595x1.0438x
Feb 5, 20261.2194x1.0307x
Feb 6, 20261.2639x1.0505x
Feb 9, 20261.2668x1.0556x
Feb 10, 20261.2262x1.0528x
Feb 11, 20261.2503x1.0526x
Feb 12, 20261.2155x1.0363x
Feb 13, 20261.2193x1.0370x
Feb 17, 20261.1767x1.0387x
Feb 18, 20261.1851x1.0439x
Feb 19, 20261.1894x1.0412x
Feb 20, 20261.1820x1.0487x
Feb 23, 20261.1931x1.0380x
Feb 24, 20261.2092x1.0455x
Feb 25, 20261.1922x1.0544x
Feb 26, 20261.1416x1.0485x
Feb 27, 20261.1292x1.0435x
Mar 2, 20261.1632x1.0441x
Mar 3, 20261.1818x1.0349x
Mar 4, 20261.2049x1.0422x
Mar 5, 20261.1598x1.0364x
Mar 6, 20261.1298x1.0228x
Mar 9, 20261.1528x1.0317x
Mar 10, 20261.1631x1.0301x
Mar 11, 20261.2033x1.0288x
Mar 12, 20261.2090x1.0132x
Mar 13, 20261.1756x1.0074x
Mar 16, 20261.1667x1.0177x
Mar 17, 20261.1769x1.0204x
Mar 18, 20261.1766x1.0061x
Mar 19, 20261.2198x1.0036x
Mar 20, 20261.1848x0.9866x
Mar 23, 20261.1792x0.9969x
Mar 24, 20261.2494x0.9936x
Mar 25, 20261.2446x0.9991x
Mar 26, 20261.2478x0.9813x
Mar 27, 20261.2937x0.9645x
Mar 30, 20261.2270x0.9613x
Mar 31, 20261.2079x0.9892x
Apr 1, 20261.1852x0.9967x
Apr 2, 20261.2215x0.9976x
Apr 6, 20261.2207x1.0023x
Apr 7, 20261.1912x1.0028x
Apr 8, 20261.1522x1.0283x
Apr 9, 20261.1038x1.0342x
Apr 10, 20261.1100x1.0335x
Apr 13, 20261.1200x1.0436x
Apr 14, 20261.0843x1.0564x
Apr 15, 20261.1136x1.0647x
Apr 16, 20261.0989x1.0673x
Apr 17, 20261.0761x1.0802x
Apr 20, 20261.0832x1.0780x
Apr 21, 20261.1251x1.0710x
Apr 22, 20261.1330x1.0818x
Apr 23, 20261.1084x1.0776x
Apr 24, 20261.0873x1.0860x
Apr 27, 20261.1189x1.0879x
Apr 28, 20261.1252x1.0826x
Apr 29, 20261.1240x1.0824x
Apr 30, 20261.1227x1.0932x
May 1, 20261.1153x1.0962x
May 4, 20261.1134x1.0922x
May 5, 20261.1230x1.1009x
May 6, 20261.1383x1.1162x
May 7, 20261.1127x1.1128x
May 8, 20261.0918x1.1220x
May 11, 20261.1100x1.1246x
May 12, 20261.1369x1.1229x
May 13, 20261.1010x1.1291x
May 14, 20261.1086x1.1381x
May 15, 20261.0831x1.1244x
May 18, 20261.0795x1.1236x
May 19, 20261.0631x1.1161x
May 20, 20261.0480x1.1275x
May 21, 20261.0679x1.1298x
May 22, 20261.0748x1.1342x
May 26, 20261.1301x1.1417x
May 27, 20261.1565x1.1415x
May 28, 20261.2158x1.1478x
May 29, 20261.1591x1.1507x
Jun 1, 20261.2147x1.1538x
Jun 2, 20261.2424x1.1554x
Jun 3, 20261.2221x1.1473x
Jun 4, 20261.2464x1.1516x
Jun 5, 20261.1714x1.1219x
Jun 8, 20261.1656x1.1244x
Jun 9, 20261.1348x1.1211x
Jun 10, 20261.1197x1.1035x
Jun 11, 20261.1283x1.1222x
Jun 12, 20261.1545x1.1283x
Jun 15, 20261.1154x1.1482x
Jun 16, 20261.0929x1.1413x
Jun 17, 20261.1108x1.1271x
Jun 18, 20261.0885x1.1359x
Jun 22, 20261.0677x1.1323x
Jun 23, 20261.0471x1.1159x
Jun 24, 20261.0265x1.1153x
Jun 25, 20261.0413x1.1170x
Jun 26, 20261.0345x1.1089x
Jun 29, 20261.0236x1.1272x
Jun 30, 20261.0299x1.1359x
Jul 1, 20261.0040x1.1344x
Jul 2, 20261.0080x1.1329x
Jul 6, 20261.0008x1.1428x
Jul 7, 20260.9870x1.1374x
Jul 8, 20260.9987x1.1338x
Jul 9, 20261.0102x1.1434x
Jul 10, 20261.0016x1.1484x
Jul 13, 20261.0170x1.1396x
Jul 14, 20261.0364x1.1436x
Jul 15, 20261.0203x1.1482x
Jul 16, 20260.9908x1.1419x
Jul 17, 20260.9767x1.1306x
Jul 20, 20260.9752x1.1288x
Jul 21, 20260.9905x1.1382x
Jul 22, 20261.0135x1.1369x
Jul 23, 20260.9892x1.1229x
Jul 24, 20260.9617x1.1240x
Jul 27, 20260.9717x1.1242x
Jul 28, 20260.9661x1.1269x
Jul 29, 20260.9338x1.1096x
Jul 30, 20260.9476x1.1282x
Jul 31, 20260.9240x1.1363x
Aug 3, 20260.9264x1.1525x
Aug 4, 20260.9504x1.1733x
Aug 5, 20260.9616x1.1709x
Aug 6, 20260.9809x1.1691x
Aug 7, 20260.9916x1.1762x
Aug 10, 20261.0043x1.1759x
Aug 11, 20260.9988x1.1721x
Aug 12, 20261.0247x1.1751x
Aug 13, 20261.0045x1.1832x
Aug 14, 20261.0696x1.1809x
Aug 17, 20261.0807x1.1753x
Aug 18, 20261.0563x1.1674x
Aug 19, 20261.1146x1.1698x
Aug 20, 20261.0928x1.1600x
Aug 21, 20261.1322x1.1648x
Aug 24, 20261.1500x1.1613x
Aug 25, 20261.1661x1.1650x
Aug 26, 20261.1616x1.1653x
Aug 27, 20261.2169x1.1729x
Aug 28, 20261.1996x1.1703x
Aug 31, 20261.2368x1.1668x
Sep 1, 20261.2230x1.1588x
Sep 2, 20261.2363x1.1639x
Sep 3, 20261.1668x1.1761x
Sep 4, 20261.2059x1.1716x
Sep 8, 20261.1992x1.1651x
Sep 9, 20261.1935x1.1597x

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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