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
+14.6%

Performance as of Jul 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 Jul 11, 2026.

Total Return

+14.6%

SPY +20.5%

Ann. Return

+14.9%

SPY +20.9%

Ann. Vol

39.3%

SPY 12.6%

Sharpe

0.38

SPY 1.65

Max Drawdown

-31.8%

SPY -9.1%

Alpha vs SPY

+10.1%

hit rate 51.2%

Performance as of Jul 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 Jul 11, 2026.

DateModel basket wealth indexSPY
Jul 14, 20251.0000x1.0000x
Jul 15, 20251.0240x0.9957x
Jul 16, 20251.0122x0.9991x
Jul 17, 20251.0587x1.0052x
Jul 18, 20251.0528x1.0044x
Jul 21, 20251.0453x1.0063x
Jul 22, 20251.1022x1.0065x
Jul 23, 20251.1163x1.0150x
Jul 24, 20251.1177x1.0154x
Jul 25, 20251.0978x1.0197x
Jul 28, 20251.0647x1.0194x
Jul 29, 20251.0631x1.0167x
Jul 30, 20251.0228x1.0154x
Jul 31, 20251.0374x1.0116x
Aug 1, 20251.0149x0.9951x
Aug 4, 20251.0640x1.0102x
Aug 5, 20251.0961x1.0051x
Aug 6, 20251.0585x1.0128x
Aug 7, 20251.0870x1.0119x
Aug 8, 20251.1275x1.0198x
Aug 11, 20251.1407x1.0178x
Aug 12, 20251.1672x1.0286x
Aug 13, 20251.1817x1.0321x
Aug 14, 20251.1793x1.0322x
Aug 15, 20251.1135x1.0298x
Aug 18, 20251.0850x1.0296x
Aug 19, 20251.0450x1.0240x
Aug 20, 20251.0418x1.0213x
Aug 21, 20251.0496x1.0172x
Aug 22, 20251.0846x1.0328x
Aug 25, 20251.0938x1.0283x
Aug 26, 20251.1050x1.0326x
Aug 27, 20251.1053x1.0349x
Aug 28, 20251.1101x1.0386x
Aug 29, 20251.1253x1.0324x
Sep 2, 20251.0905x1.0247x
Sep 3, 20251.0912x1.0303x
Sep 4, 20251.0986x1.0389x
Sep 5, 20251.1668x1.0359x
Sep 8, 20251.1291x1.0384x
Sep 9, 20251.1216x1.0408x
Sep 10, 20251.1378x1.0439x
Sep 11, 20251.1166x1.0525x
Sep 12, 20251.1204x1.0522x
Sep 15, 20251.1845x1.0578x
Sep 16, 20251.1941x1.0563x
Sep 17, 20251.2053x1.0550x
Sep 18, 20251.2691x1.0599x
Sep 19, 20251.2767x1.0622x
Sep 22, 20251.2677x1.0673x
Sep 23, 20251.2958x1.0615x
Sep 24, 20251.3424x1.0581x
Sep 25, 20251.3223x1.0532x
Sep 26, 20251.3153x1.0592x
Sep 29, 20251.3580x1.0622x
Sep 30, 20251.3646x1.0662x
Oct 1, 20251.4164x1.0698x
Oct 2, 20251.4181x1.0711x
Oct 3, 20251.4717x1.0711x
Oct 6, 20251.4712x1.0749x
Oct 7, 20251.4899x1.0709x
Oct 8, 20251.5002x1.0773x
Oct 9, 20251.5318x1.0742x
Oct 10, 20251.5132x1.0451x
Oct 13, 20251.5957x1.0612x
Oct 14, 20251.6217x1.0599x
Oct 15, 20251.5300x1.0646x
Oct 16, 20251.5362x1.0573x
Oct 17, 20251.4795x1.0633x
Oct 20, 20251.5218x1.0744x
Oct 21, 20251.4357x1.0744x
Oct 22, 20251.4133x1.0688x
Oct 23, 20251.3937x1.0751x
Oct 24, 20251.3911x1.0839x
Oct 27, 20251.3883x1.0967x
Oct 28, 20251.3382x1.0996x
Oct 29, 20251.3351x1.1002x
Oct 30, 20251.3259x1.0881x
Oct 31, 20251.3760x1.0916x
Nov 3, 20251.4007x1.0937x
Nov 4, 20251.3423x1.0807x
Nov 5, 20251.3273x1.0845x
Nov 6, 20251.3210x1.0728x
Nov 7, 20251.3285x1.0739x
Nov 10, 20251.3239x1.0906x
Nov 11, 20251.3286x1.0931x
Nov 12, 20251.3482x1.0937x
Nov 13, 20251.2850x1.0756x
Nov 14, 20251.2754x1.0754x
Nov 17, 20251.2514x1.0654x
Nov 18, 20251.2447x1.0564x
Nov 19, 20251.1998x1.0605x
Nov 20, 20251.1644x1.0444x
Nov 21, 20251.1599x1.0548x
Nov 24, 20251.1620x1.0703x
Nov 25, 20251.1727x1.0804x
Nov 26, 20251.1742x1.0878x
Nov 28, 20251.1808x1.0938x
Dec 1, 20251.1494x1.0888x
Dec 2, 20251.1789x1.0908x
Dec 3, 20251.2376x1.0946x
Dec 4, 20251.2610x1.0954x
Dec 5, 20251.2494x1.0974x
Dec 8, 20251.2167x1.0941x
Dec 9, 20251.2437x1.0932x
Dec 10, 20251.2299x1.1004x
Dec 11, 20251.2597x1.1030x
Dec 12, 20251.2410x1.0911x
Dec 15, 20251.2158x1.0895x
Dec 16, 20251.1991x1.0865x
Dec 17, 20251.1915x1.0746x
Dec 18, 20251.2261x1.0827x
Dec 19, 20251.2407x1.0893x
Dec 22, 20251.2571x1.0961x
Dec 23, 20251.2875x1.1011x
Dec 24, 20251.3038x1.1049x
Dec 26, 20251.2904x1.1048x
Dec 29, 20251.2894x1.1009x
Dec 30, 20251.2726x1.0996x
Dec 31, 20251.2789x1.0914x
Jan 2, 20261.3036x1.0934x
Jan 5, 20261.3224x1.1007x
Jan 6, 20261.3526x1.1072x
Jan 7, 20261.3604x1.1037x
Jan 8, 20261.3831x1.1036x
Jan 9, 20261.4213x1.1108x
Jan 12, 20261.4559x1.1126x
Jan 13, 20261.4312x1.1104x
Jan 14, 20261.4853x1.1049x
Jan 15, 20261.4797x1.1079x
Jan 16, 20261.4679x1.1070x
Jan 20, 20261.4865x1.0845x
Jan 21, 20261.5262x1.0970x
Jan 22, 20261.5544x1.1027x
Jan 23, 20261.5603x1.1031x
Jan 26, 20261.4441x1.1087x
Jan 27, 20261.4686x1.1131x
Jan 28, 20261.4441x1.1130x
Jan 30, 20261.3941x1.1075x
Feb 2, 20261.3743x1.1130x
Feb 3, 20261.4382x1.1036x
Feb 4, 20261.4112x1.0982x
Feb 5, 20261.3661x1.0845x
Feb 6, 20261.4161x1.1053x
Feb 9, 20261.4193x1.1107x
Feb 10, 20261.3738x1.1077x
Feb 11, 20261.4008x1.1075x
Feb 12, 20261.3618x1.0904x
Feb 13, 20261.3661x1.0911x
Feb 17, 20261.3183x1.0929x
Feb 18, 20261.3278x1.0984x
Feb 19, 20261.3326x1.0955x
Feb 20, 20261.3243x1.1034x
Feb 23, 20261.3368x1.0922x
Feb 24, 20261.3548x1.1001x
Feb 25, 20261.3357x1.1094x
Feb 26, 20261.2790x1.1032x
Feb 27, 20261.2651x1.0979x
Mar 2, 20261.3032x1.0985x
Mar 3, 20261.3241x1.0889x
Mar 4, 20261.3499x1.0965x
Mar 5, 20261.2994x1.0904x
Mar 6, 20261.2658x1.0761x
Mar 9, 20261.2915x1.0856x
Mar 10, 20261.3031x1.0838x
Mar 11, 20261.3482x1.0825x
Mar 12, 20261.3546x1.0660x
Mar 13, 20261.3172x1.0600x
Mar 16, 20261.3072x1.0708x
Mar 17, 20261.3185x1.0736x
Mar 18, 20261.3183x1.0586x
Mar 19, 20261.3667x1.0560x
Mar 20, 20261.3275x1.0380x
Mar 23, 20261.3212x1.0489x
Mar 24, 20261.3998x1.0454x
Mar 25, 20261.3945x1.0512x
Mar 26, 20261.3980x1.0325x
Mar 27, 20261.4494x1.0149x
Mar 30, 20261.3747x1.0115x
Mar 31, 20261.3533x1.0409x
Apr 1, 20261.3279x1.0487x
Apr 2, 20261.3685x1.0496x
Apr 6, 20261.3676x1.0546x
Apr 7, 20261.3346x1.0551x
Apr 8, 20261.2909x1.0819x
Apr 9, 20261.2367x1.0882x
Apr 10, 20261.2436x1.0875x
Apr 13, 20261.2548x1.0981x
Apr 14, 20261.2148x1.1115x
Apr 15, 20261.2477x1.1202x
Apr 16, 20261.2312x1.1230x
Apr 17, 20261.2056x1.1366x
Apr 20, 20261.2136x1.1343x
Apr 21, 20261.2606x1.1269x
Apr 22, 20261.2694x1.1383x
Apr 23, 20261.2418x1.1339x
Apr 24, 20261.2182x1.1427x
Apr 27, 20261.2536x1.1446x
Apr 28, 20261.2607x1.1391x
Apr 29, 20261.2593x1.1389x
Apr 30, 20261.2579x1.1502x
May 1, 20261.2496x1.1534x
May 4, 20261.2474x1.1492x
May 5, 20261.2582x1.1584x
May 6, 20261.2754x1.1745x
May 7, 20261.2466x1.1709x
May 8, 20261.2232x1.1806x
May 11, 20261.2437x1.1832x
May 12, 20261.2737x1.1814x
May 13, 20261.2336x1.1881x
May 14, 20261.2421x1.1974x
May 15, 20261.2135x1.1830x
May 18, 20261.2094x1.1822x
May 19, 20261.1911x1.1743x
May 20, 20261.1742x1.1864x
May 21, 20261.1965x1.1887x
May 22, 20261.2042x1.1934x
May 26, 20261.2661x1.2013x
May 27, 20261.2957x1.2011x
May 28, 20261.3622x1.2077x
May 29, 20261.2986x1.2107x
Jun 1, 20261.3609x1.2140x
Jun 2, 20261.3920x1.2157x
Jun 3, 20261.3692x1.2072x
Jun 4, 20261.3965x1.2117x
Jun 5, 20261.3125x1.1804x
Jun 8, 20261.3059x1.1831x
Jun 9, 20261.2714x1.1796x
Jun 10, 20261.2545x1.1610x
Jun 11, 20261.2641x1.1808x
Jun 12, 20261.2934x1.1872x
Jun 15, 20261.2496x1.2081x
Jun 16, 20261.2245x1.2009x
Jun 17, 20261.2445x1.1859x
Jun 18, 20261.2196x1.1951x
Jun 22, 20261.1962x1.1914x
Jun 23, 20261.1732x1.1741x
Jun 24, 20261.1501x1.1735x
Jun 25, 20261.1667x1.1752x
Jun 26, 20261.1590x1.1667x
Jun 29, 20261.1468x1.1860x
Jun 30, 20261.1539x1.1952x
Jul 1, 20261.1248x1.1936x
Jul 2, 20261.1293x1.1920x
Jul 6, 20261.1213x1.2024x
Jul 7, 20261.1059x1.1967x
Jul 8, 20261.1189x1.1930x
Jul 9, 20261.1318x1.2031x

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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