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
- 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.
- 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.
- 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.
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.
Performance as of Jul 11, 2026.
Rolling Performance vs Benchmark
Portfolio Holdings
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.
| Date | Model basket wealth index | SPY |
|---|---|---|
| Jul 14, 2025 | 1.0000x | 1.0000x |
| Jul 15, 2025 | 1.0240x | 0.9957x |
| Jul 16, 2025 | 1.0122x | 0.9991x |
| Jul 17, 2025 | 1.0587x | 1.0052x |
| Jul 18, 2025 | 1.0528x | 1.0044x |
| Jul 21, 2025 | 1.0453x | 1.0063x |
| Jul 22, 2025 | 1.1022x | 1.0065x |
| Jul 23, 2025 | 1.1163x | 1.0150x |
| Jul 24, 2025 | 1.1177x | 1.0154x |
| Jul 25, 2025 | 1.0978x | 1.0197x |
| Jul 28, 2025 | 1.0647x | 1.0194x |
| Jul 29, 2025 | 1.0631x | 1.0167x |
| Jul 30, 2025 | 1.0228x | 1.0154x |
| Jul 31, 2025 | 1.0374x | 1.0116x |
| Aug 1, 2025 | 1.0149x | 0.9951x |
| Aug 4, 2025 | 1.0640x | 1.0102x |
| Aug 5, 2025 | 1.0961x | 1.0051x |
| Aug 6, 2025 | 1.0585x | 1.0128x |
| Aug 7, 2025 | 1.0870x | 1.0119x |
| Aug 8, 2025 | 1.1275x | 1.0198x |
| Aug 11, 2025 | 1.1407x | 1.0178x |
| Aug 12, 2025 | 1.1672x | 1.0286x |
| Aug 13, 2025 | 1.1817x | 1.0321x |
| Aug 14, 2025 | 1.1793x | 1.0322x |
| Aug 15, 2025 | 1.1135x | 1.0298x |
| Aug 18, 2025 | 1.0850x | 1.0296x |
| Aug 19, 2025 | 1.0450x | 1.0240x |
| Aug 20, 2025 | 1.0418x | 1.0213x |
| Aug 21, 2025 | 1.0496x | 1.0172x |
| Aug 22, 2025 | 1.0846x | 1.0328x |
| Aug 25, 2025 | 1.0938x | 1.0283x |
| Aug 26, 2025 | 1.1050x | 1.0326x |
| Aug 27, 2025 | 1.1053x | 1.0349x |
| Aug 28, 2025 | 1.1101x | 1.0386x |
| Aug 29, 2025 | 1.1253x | 1.0324x |
| Sep 2, 2025 | 1.0905x | 1.0247x |
| Sep 3, 2025 | 1.0912x | 1.0303x |
| Sep 4, 2025 | 1.0986x | 1.0389x |
| Sep 5, 2025 | 1.1668x | 1.0359x |
| Sep 8, 2025 | 1.1291x | 1.0384x |
| Sep 9, 2025 | 1.1216x | 1.0408x |
| Sep 10, 2025 | 1.1378x | 1.0439x |
| Sep 11, 2025 | 1.1166x | 1.0525x |
| Sep 12, 2025 | 1.1204x | 1.0522x |
| Sep 15, 2025 | 1.1845x | 1.0578x |
| Sep 16, 2025 | 1.1941x | 1.0563x |
| Sep 17, 2025 | 1.2053x | 1.0550x |
| Sep 18, 2025 | 1.2691x | 1.0599x |
| Sep 19, 2025 | 1.2767x | 1.0622x |
| Sep 22, 2025 | 1.2677x | 1.0673x |
| Sep 23, 2025 | 1.2958x | 1.0615x |
| Sep 24, 2025 | 1.3424x | 1.0581x |
| Sep 25, 2025 | 1.3223x | 1.0532x |
| Sep 26, 2025 | 1.3153x | 1.0592x |
| Sep 29, 2025 | 1.3580x | 1.0622x |
| Sep 30, 2025 | 1.3646x | 1.0662x |
| Oct 1, 2025 | 1.4164x | 1.0698x |
| Oct 2, 2025 | 1.4181x | 1.0711x |
| Oct 3, 2025 | 1.4717x | 1.0711x |
| Oct 6, 2025 | 1.4712x | 1.0749x |
| Oct 7, 2025 | 1.4899x | 1.0709x |
| Oct 8, 2025 | 1.5002x | 1.0773x |
| Oct 9, 2025 | 1.5318x | 1.0742x |
| Oct 10, 2025 | 1.5132x | 1.0451x |
| Oct 13, 2025 | 1.5957x | 1.0612x |
| Oct 14, 2025 | 1.6217x | 1.0599x |
| Oct 15, 2025 | 1.5300x | 1.0646x |
| Oct 16, 2025 | 1.5362x | 1.0573x |
| Oct 17, 2025 | 1.4795x | 1.0633x |
| Oct 20, 2025 | 1.5218x | 1.0744x |
| Oct 21, 2025 | 1.4357x | 1.0744x |
| Oct 22, 2025 | 1.4133x | 1.0688x |
| Oct 23, 2025 | 1.3937x | 1.0751x |
| Oct 24, 2025 | 1.3911x | 1.0839x |
| Oct 27, 2025 | 1.3883x | 1.0967x |
| Oct 28, 2025 | 1.3382x | 1.0996x |
| Oct 29, 2025 | 1.3351x | 1.1002x |
| Oct 30, 2025 | 1.3259x | 1.0881x |
| Oct 31, 2025 | 1.3760x | 1.0916x |
| Nov 3, 2025 | 1.4007x | 1.0937x |
| Nov 4, 2025 | 1.3423x | 1.0807x |
| Nov 5, 2025 | 1.3273x | 1.0845x |
| Nov 6, 2025 | 1.3210x | 1.0728x |
| Nov 7, 2025 | 1.3285x | 1.0739x |
| Nov 10, 2025 | 1.3239x | 1.0906x |
| Nov 11, 2025 | 1.3286x | 1.0931x |
| Nov 12, 2025 | 1.3482x | 1.0937x |
| Nov 13, 2025 | 1.2850x | 1.0756x |
| Nov 14, 2025 | 1.2754x | 1.0754x |
| Nov 17, 2025 | 1.2514x | 1.0654x |
| Nov 18, 2025 | 1.2447x | 1.0564x |
| Nov 19, 2025 | 1.1998x | 1.0605x |
| Nov 20, 2025 | 1.1644x | 1.0444x |
| Nov 21, 2025 | 1.1599x | 1.0548x |
| Nov 24, 2025 | 1.1620x | 1.0703x |
| Nov 25, 2025 | 1.1727x | 1.0804x |
| Nov 26, 2025 | 1.1742x | 1.0878x |
| Nov 28, 2025 | 1.1808x | 1.0938x |
| Dec 1, 2025 | 1.1494x | 1.0888x |
| Dec 2, 2025 | 1.1789x | 1.0908x |
| Dec 3, 2025 | 1.2376x | 1.0946x |
| Dec 4, 2025 | 1.2610x | 1.0954x |
| Dec 5, 2025 | 1.2494x | 1.0974x |
| Dec 8, 2025 | 1.2167x | 1.0941x |
| Dec 9, 2025 | 1.2437x | 1.0932x |
| Dec 10, 2025 | 1.2299x | 1.1004x |
| Dec 11, 2025 | 1.2597x | 1.1030x |
| Dec 12, 2025 | 1.2410x | 1.0911x |
| Dec 15, 2025 | 1.2158x | 1.0895x |
| Dec 16, 2025 | 1.1991x | 1.0865x |
| Dec 17, 2025 | 1.1915x | 1.0746x |
| Dec 18, 2025 | 1.2261x | 1.0827x |
| Dec 19, 2025 | 1.2407x | 1.0893x |
| Dec 22, 2025 | 1.2571x | 1.0961x |
| Dec 23, 2025 | 1.2875x | 1.1011x |
| Dec 24, 2025 | 1.3038x | 1.1049x |
| Dec 26, 2025 | 1.2904x | 1.1048x |
| Dec 29, 2025 | 1.2894x | 1.1009x |
| Dec 30, 2025 | 1.2726x | 1.0996x |
| Dec 31, 2025 | 1.2789x | 1.0914x |
| Jan 2, 2026 | 1.3036x | 1.0934x |
| Jan 5, 2026 | 1.3224x | 1.1007x |
| Jan 6, 2026 | 1.3526x | 1.1072x |
| Jan 7, 2026 | 1.3604x | 1.1037x |
| Jan 8, 2026 | 1.3831x | 1.1036x |
| Jan 9, 2026 | 1.4213x | 1.1108x |
| Jan 12, 2026 | 1.4559x | 1.1126x |
| Jan 13, 2026 | 1.4312x | 1.1104x |
| Jan 14, 2026 | 1.4853x | 1.1049x |
| Jan 15, 2026 | 1.4797x | 1.1079x |
| Jan 16, 2026 | 1.4679x | 1.1070x |
| Jan 20, 2026 | 1.4865x | 1.0845x |
| Jan 21, 2026 | 1.5262x | 1.0970x |
| Jan 22, 2026 | 1.5544x | 1.1027x |
| Jan 23, 2026 | 1.5603x | 1.1031x |
| Jan 26, 2026 | 1.4441x | 1.1087x |
| Jan 27, 2026 | 1.4686x | 1.1131x |
| Jan 28, 2026 | 1.4441x | 1.1130x |
| Jan 30, 2026 | 1.3941x | 1.1075x |
| Feb 2, 2026 | 1.3743x | 1.1130x |
| Feb 3, 2026 | 1.4382x | 1.1036x |
| Feb 4, 2026 | 1.4112x | 1.0982x |
| Feb 5, 2026 | 1.3661x | 1.0845x |
| Feb 6, 2026 | 1.4161x | 1.1053x |
| Feb 9, 2026 | 1.4193x | 1.1107x |
| Feb 10, 2026 | 1.3738x | 1.1077x |
| Feb 11, 2026 | 1.4008x | 1.1075x |
| Feb 12, 2026 | 1.3618x | 1.0904x |
| Feb 13, 2026 | 1.3661x | 1.0911x |
| Feb 17, 2026 | 1.3183x | 1.0929x |
| Feb 18, 2026 | 1.3278x | 1.0984x |
| Feb 19, 2026 | 1.3326x | 1.0955x |
| Feb 20, 2026 | 1.3243x | 1.1034x |
| Feb 23, 2026 | 1.3368x | 1.0922x |
| Feb 24, 2026 | 1.3548x | 1.1001x |
| Feb 25, 2026 | 1.3357x | 1.1094x |
| Feb 26, 2026 | 1.2790x | 1.1032x |
| Feb 27, 2026 | 1.2651x | 1.0979x |
| Mar 2, 2026 | 1.3032x | 1.0985x |
| Mar 3, 2026 | 1.3241x | 1.0889x |
| Mar 4, 2026 | 1.3499x | 1.0965x |
| Mar 5, 2026 | 1.2994x | 1.0904x |
| Mar 6, 2026 | 1.2658x | 1.0761x |
| Mar 9, 2026 | 1.2915x | 1.0856x |
| Mar 10, 2026 | 1.3031x | 1.0838x |
| Mar 11, 2026 | 1.3482x | 1.0825x |
| Mar 12, 2026 | 1.3546x | 1.0660x |
| Mar 13, 2026 | 1.3172x | 1.0600x |
| Mar 16, 2026 | 1.3072x | 1.0708x |
| Mar 17, 2026 | 1.3185x | 1.0736x |
| Mar 18, 2026 | 1.3183x | 1.0586x |
| Mar 19, 2026 | 1.3667x | 1.0560x |
| Mar 20, 2026 | 1.3275x | 1.0380x |
| Mar 23, 2026 | 1.3212x | 1.0489x |
| Mar 24, 2026 | 1.3998x | 1.0454x |
| Mar 25, 2026 | 1.3945x | 1.0512x |
| Mar 26, 2026 | 1.3980x | 1.0325x |
| Mar 27, 2026 | 1.4494x | 1.0149x |
| Mar 30, 2026 | 1.3747x | 1.0115x |
| Mar 31, 2026 | 1.3533x | 1.0409x |
| Apr 1, 2026 | 1.3279x | 1.0487x |
| Apr 2, 2026 | 1.3685x | 1.0496x |
| Apr 6, 2026 | 1.3676x | 1.0546x |
| Apr 7, 2026 | 1.3346x | 1.0551x |
| Apr 8, 2026 | 1.2909x | 1.0819x |
| Apr 9, 2026 | 1.2367x | 1.0882x |
| Apr 10, 2026 | 1.2436x | 1.0875x |
| Apr 13, 2026 | 1.2548x | 1.0981x |
| Apr 14, 2026 | 1.2148x | 1.1115x |
| Apr 15, 2026 | 1.2477x | 1.1202x |
| Apr 16, 2026 | 1.2312x | 1.1230x |
| Apr 17, 2026 | 1.2056x | 1.1366x |
| Apr 20, 2026 | 1.2136x | 1.1343x |
| Apr 21, 2026 | 1.2606x | 1.1269x |
| Apr 22, 2026 | 1.2694x | 1.1383x |
| Apr 23, 2026 | 1.2418x | 1.1339x |
| Apr 24, 2026 | 1.2182x | 1.1427x |
| Apr 27, 2026 | 1.2536x | 1.1446x |
| Apr 28, 2026 | 1.2607x | 1.1391x |
| Apr 29, 2026 | 1.2593x | 1.1389x |
| Apr 30, 2026 | 1.2579x | 1.1502x |
| May 1, 2026 | 1.2496x | 1.1534x |
| May 4, 2026 | 1.2474x | 1.1492x |
| May 5, 2026 | 1.2582x | 1.1584x |
| May 6, 2026 | 1.2754x | 1.1745x |
| May 7, 2026 | 1.2466x | 1.1709x |
| May 8, 2026 | 1.2232x | 1.1806x |
| May 11, 2026 | 1.2437x | 1.1832x |
| May 12, 2026 | 1.2737x | 1.1814x |
| May 13, 2026 | 1.2336x | 1.1881x |
| May 14, 2026 | 1.2421x | 1.1974x |
| May 15, 2026 | 1.2135x | 1.1830x |
| May 18, 2026 | 1.2094x | 1.1822x |
| May 19, 2026 | 1.1911x | 1.1743x |
| May 20, 2026 | 1.1742x | 1.1864x |
| May 21, 2026 | 1.1965x | 1.1887x |
| May 22, 2026 | 1.2042x | 1.1934x |
| May 26, 2026 | 1.2661x | 1.2013x |
| May 27, 2026 | 1.2957x | 1.2011x |
| May 28, 2026 | 1.3622x | 1.2077x |
| May 29, 2026 | 1.2986x | 1.2107x |
| Jun 1, 2026 | 1.3609x | 1.2140x |
| Jun 2, 2026 | 1.3920x | 1.2157x |
| Jun 3, 2026 | 1.3692x | 1.2072x |
| Jun 4, 2026 | 1.3965x | 1.2117x |
| Jun 5, 2026 | 1.3125x | 1.1804x |
| Jun 8, 2026 | 1.3059x | 1.1831x |
| Jun 9, 2026 | 1.2714x | 1.1796x |
| Jun 10, 2026 | 1.2545x | 1.1610x |
| Jun 11, 2026 | 1.2641x | 1.1808x |
| Jun 12, 2026 | 1.2934x | 1.1872x |
| Jun 15, 2026 | 1.2496x | 1.2081x |
| Jun 16, 2026 | 1.2245x | 1.2009x |
| Jun 17, 2026 | 1.2445x | 1.1859x |
| Jun 18, 2026 | 1.2196x | 1.1951x |
| Jun 22, 2026 | 1.1962x | 1.1914x |
| Jun 23, 2026 | 1.1732x | 1.1741x |
| Jun 24, 2026 | 1.1501x | 1.1735x |
| Jun 25, 2026 | 1.1667x | 1.1752x |
| Jun 26, 2026 | 1.1590x | 1.1667x |
| Jun 29, 2026 | 1.1468x | 1.1860x |
| Jun 30, 2026 | 1.1539x | 1.1952x |
| Jul 1, 2026 | 1.1248x | 1.1936x |
| Jul 2, 2026 | 1.1293x | 1.1920x |
| Jul 6, 2026 | 1.1213x | 1.2024x |
| Jul 7, 2026 | 1.1059x | 1.1967x |
| Jul 8, 2026 | 1.1189x | 1.1930x |
| Jul 9, 2026 | 1.1318x | 1.2031x |
Themes and category
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.
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