Energy Materials model basket

Copper

A concentrated book of diversified miners, copper pure-plays, and lithium names at cycle-trough valuations.

What is the thesis for Copper?

We own the diversified majors, the copper-concentrate pure-plays, and a sized tail of trough-cycle lithium and adjacent metals names that together track a copper-intensive electrification build-out and a lithium price curve that has overshot to the downside. The thesis rests on a copper supply deficit that widens each year through 2030, data-center electrical intensity that adds a new demand leg, and a lithium cost curve that is now cutting into marginal production.

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
11
Benchmark
SPY
Status
New
1Y model return
+94.6%

Performance as of Aug 23, 2026.

Thesis narrative

The question

Is the copper complex priced for a cyclical mid-cycle with incremental grid and EV demand, or for a structural deficit in which the electrification build-out, data-center power density, and sub-par mine-supply growth compound on the same five-year curve?

Base rates

The reference class is prior copper supply-deficit episodes: 2003-2008, 2010-2011, and 2020-2022. In each prior cycle, deficit to stockpiles ran for three to five consecutive years, LME prices moved 60-110% above the marginal incentive price, and diversified miner equity returns averaged +20-28% annualized over the deficit window with significant dispersion between low-cost and high-cost operators. The base rate for a diversified copper-weighted basket entering year one of a sustained deficit has historically been roughly the 85th percentile of commodity sub-sectors for the first three years.

The current deficit is structurally deeper. Commissioned copper project pipeline through 2030 totals roughly 2.5-3.0 million tonnes of incremental annual capacity against forecast demand growth of 5-7 million tonnes. The gap is large, and new greenfield copper projects take 12-18 years from discovery to first production; the permitting and capital intensity issues that produced the current gap do not resolve quickly.

The lithium sub-base-rate is different. The spot price has fallen roughly 80% from the 2022 peak and is now below the estimated all-in sustaining cost for roughly 40% of global supply. Prior episodes of lithium below marginal cost -- 2019-2020 and parts of 2015-2016 -- resolved within four to six quarters as supply was curtailed. The reference class does not require demand to inflect; it only requires supply to respond, which is the observable variable.

For data-center copper, the reference class is thinner because the demand segment is newer. The arithmetic is nonetheless specific: a hyperscale facility with 100 MW of IT load requires roughly 4,000-6,000 tonnes of copper in busbars, switchgear, transformers, and cabling. Announced North American hyperscale pipeline through 2028 is roughly 25 GW of incremental IT load. That is a discrete new demand leg the 2010-era copper models did not include.

Why consensus is wrong

Consensus is modeling copper with a demand curve drawn from the 2010-2020 decade, when EV penetration was the marginal story and grid spending was a slow-grind variable. Three pieces of the story are mis-specified.

First, grid capex. North American, European, and Chinese transmission and distribution spending has inflected to a growth rate of 8-11% from the prior 3-5%. The copper intensity per dollar of grid capex is roughly double the copper intensity per dollar of general industrial capex. The category mix shift is itself a demand tailwind independent of headline capex growth.

Second, data-center electrical density. The move from 10-20 kW per rack to 100+ kW per rack for AI training compresses the copper-per-megawatt ratio upward because higher current density at a given voltage requires thicker conductors and more redundant paths. The sell-side copper model treats data centers as a general-industrial line item at historical intensity.

Third, the lithium curve. Consensus extrapolates spot prices and estimates equity fair value against those prints. The cost-curve mechanic -- that sub-marginal tonnes exit and that the incentive price to build new spodumene or brine capacity is multiples of current spot -- operates on a two-to-four-quarter lag. The equity is being valued as if the cost curve does not exist.

Position construction

The book has three 20% anchors, a copper pure-play cluster, a lithium trough cluster, and an adjacency tail.

Anchors. RIO at 20% and BHP at 20% are the diversified majors with the lowest-cost iron ore books subsidizing a growing copper franchise -- Oyu Tolgoi at RIO and Escondida plus the South Australia copper province at BHP. Both generate sufficient free cash flow at current commodity prices to fund their copper growth programs without equity issuance, which is the scarce attribute in the sector. TECK at 20% is the third anchor -- post-coal-divestiture pure-play copper operator with QB2 ramping, a clean balance sheet, and the cleanest near-term production growth curve in the sector. Note that FCX and SCCO are explicitly excluded from this book -- they sit in the AR Critical Minerals preset where the thesis is different.

Copper pure-play cluster (~21.1%). HBM at ~15.6% is the Canadian and Peruvian copper and zinc producer whose Copper Mountain acquisition and Snow Lake operations give above-peer volume growth. ERO at ~5.5% is the Brazilian copper producer with the Tucuma project just entering commercial production.

Lithium trough cluster (~7.8%). LAC at ~4.0% owns Thacker Pass, the largest permitted North American lithium project with a DoE loan and an offtake with a major OEM. SGML at ~1.7% is the Brazilian spodumene producer with industry-low cash costs. SLI at ~2.1% is the direct-lithium-extraction development story in the Smackover formation.

Adjacency and optionality (~11.2%). TMC at ~8.0% is the seabed-nodule copper, nickel, cobalt, and manganese resource with a material optionality payoff on a successful ISA regulatory path. KRO at ~1.3% is the titanium dioxide producer at cycle trough -- a pigment adjacency that tracks the same industrial construction cycle. CMP at ~1.8% is the salt and plant-nutrition producer with specialty sulfate-of-potash exposure; the position is small because the lithium adjacency did not deliver.

Asymmetric payoff

If copper deficits widen as the pipeline suggests, grid and data-center demand compound through 2028, and lithium spot recovers toward the marginal cost of new supply, the weighted book returns roughly 20-30% annualized over three years. If copper deficits narrow on a Chinese industrial slowdown and lithium stays below cost curve for another year, the book returns roughly -5% to +5% with diversified-major free cash flow providing a floor. If a major new copper project slips or a producing asset is curtailed on geopolitical grounds, the right tail is 38-50% with the copper pure-plays carrying most of the convexity.

At 55% base, 25% bear, and 20% bull, expected value is roughly +15 to +22% annualized against an SPY base rate near +8%. The payoff is asymmetric because the diversified-major anchors truncate the bear case through cost position and free cash flow, while the pure-play cluster, the seabed optionality, and the lithium trough cluster each carry uncapped right tails on independent drivers.

Three things that would change our mind

  1. A Chinese industrial policy pivot that translates into a sustained slowdown in grid capex and property-adjacent copper consumption, with State Grid capex guidance rolling over for two consecutive annual plans -- this would remove the largest single tailwind on the demand side.
  2. Commissioned copper project pipeline expanding materially through 2028, with two or three greenfield projects clearing permitting and financing milestones ahead of schedule and management commentary pointing to accelerating rather than stalling supply response.
  3. Lithium spot prices staying below the estimated all-in sustaining cost of the 40th percentile tonne for more than six additional quarters, with supply curtailments failing to materialize -- which would indicate demand rather than supply is the binding variable and collapse the trough-cycle thesis on the lithium sleeve.

What we're explicitly NOT betting on

We are not betting on a specific copper price target. We are not betting on the timing of any single project -- QB2 ramp, Thacker Pass first production, Tucuma commissioning, or ISA seabed permitting. We are not betting on a particular EV penetration trajectory; the grid and data-center copper legs carry the thesis without incremental EV assumption. We are not betting on a specific lithium price recovery date. We are not holding FCX or SCCO here -- those sit in the AR Critical Minerals preset. The thesis requires only that the copper supply deficit persists on its announced trajectory, that grid and data-center demand stays on its announced path, and that the lithium cost curve behaves like every prior commodity cost curve. All three are weaker claims than picking project timing, and the book is sized for them.

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
Rio Tinto GroupRIO20.00%
BHP Group LimitedBHP20.00%
Hudbay Minerals Inc.HBM15.56%
Teck Resources LimitedTECK20.00%
Ero Copper Corp.ERO5.50%
Standard Lithium Ltd.SLI2.10%
Lithium Americas Corp.LAC4.03%
Sigma Lithium CorporationSGML1.66%
TMC the metals company Inc.TMC7.99%
Compass Minerals International, Inc.CMP1.83%
Kronos Worldwide, Inc.KRO1.33%

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

+94.6%

SPY +19.2%

Ann. Return

+96.7%

SPY +19.5%

Ann. Vol

41.3%

SPY 12.9%

Sharpe

2.34

SPY 1.52

Max Drawdown

-25.8%

SPY -9.1%

Alpha vs SPY

+39.3%

hit rate 56.0%

Performance as of Aug 23, 2026.

Rolling Performance vs Benchmark

Portfolio Holdings

Holding
Weight
Country
Exchange
Sector
Industry
Mkt Cap
Price
1Y
1Y Trend
BHP
BHPBHP Group Limited
20.0%
RIO
RIORio Tinto Group
20.0%
TECK
TECKTeck Resources Limited
20.0%
HBM
HBMHudbay Minerals Inc.
15.6%
TMC
TMCTMC the metals company Inc.
8.0%
ERO
EROEro Copper Corp.
5.5%
LAC
LACLithium Americas Corp.
4.0%
SLI
SLIStandard Lithium Ltd.
2.1%
CMP
CMPCompass Minerals International, Inc.
1.8%
SGML
SGMLSigma Lithium Corporation
1.7%
KRO
KROKronos Worldwide, Inc.
1.3%

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, 20250.9992x1.0023x
Aug 28, 20251.0072x1.0058x
Aug 29, 20251.0144x0.9998x
Sep 2, 20251.0065x0.9924x
Sep 3, 20251.0190x0.9978x
Sep 4, 20251.0017x1.0061x
Sep 5, 20251.0211x1.0032x
Sep 8, 20251.0338x1.0057x
Sep 9, 20251.0410x1.0080x
Sep 10, 20251.0541x1.0109x
Sep 11, 20251.0715x1.0193x
Sep 12, 20251.0763x1.0190x
Sep 15, 20251.0961x1.0244x
Sep 16, 20251.0834x1.0230x
Sep 17, 20251.0691x1.0217x
Sep 18, 20251.0631x1.0265x
Sep 19, 20251.0723x1.0287x
Sep 22, 20251.0855x1.0336x
Sep 23, 20251.0788x1.0280x
Sep 24, 20251.1474x1.0247x
Sep 25, 20251.1784x1.0200x
Sep 26, 20251.1753x1.0258x
Sep 29, 20251.2131x1.0287x
Sep 30, 20251.2072x1.0326x
Oct 1, 20251.2383x1.0361x
Oct 2, 20251.2357x1.0373x
Oct 3, 20251.2630x1.0373x
Oct 6, 20251.2684x1.0410x
Oct 7, 20251.2797x1.0371x
Oct 8, 20251.3120x1.0433x
Oct 9, 20251.3160x1.0403x
Oct 10, 20251.2620x1.0122x
Oct 13, 20251.3500x1.0277x
Oct 14, 20251.3514x1.0265x
Oct 15, 20251.3496x1.0310x
Oct 16, 20251.3228x1.0240x
Oct 17, 20251.2802x1.0298x
Oct 20, 20251.3045x1.0405x
Oct 21, 20251.2574x1.0405x
Oct 22, 20251.2450x1.0351x
Oct 23, 20251.2495x1.0412x
Oct 24, 20251.2597x1.0497x
Oct 27, 20251.2418x1.0621x
Oct 28, 20251.2664x1.0649x
Oct 29, 20251.2764x1.0655x
Oct 30, 20251.2672x1.0537x
Oct 31, 20251.2638x1.0572x
Nov 3, 20251.2299x1.0592x
Nov 4, 20251.1738x1.0466x
Nov 5, 20251.2011x1.0503x
Nov 6, 20251.1960x1.0390x
Nov 7, 20251.2046x1.0400x
Nov 10, 20251.2393x1.0562x
Nov 11, 20251.2347x1.0587x
Nov 12, 20251.2488x1.0592x
Nov 13, 20251.2080x1.0417x
Nov 14, 20251.1942x1.0415x
Nov 17, 20251.1876x1.0318x
Nov 18, 20251.1833x1.0231x
Nov 19, 20251.2033x1.0271x
Nov 20, 20251.1625x1.0114x
Nov 21, 20251.1859x1.0215x
Nov 24, 20251.2144x1.0365x
Nov 25, 20251.2337x1.0463x
Nov 26, 20251.2700x1.0535x
Nov 28, 20251.3038x1.0593x
Dec 1, 20251.2952x1.0544x
Dec 2, 20251.3118x1.0564x
Dec 3, 20251.3515x1.0600x
Dec 4, 20251.3600x1.0608x
Dec 5, 20251.3532x1.0628x
Dec 8, 20251.3488x1.0596x
Dec 9, 20251.3621x1.0587x
Dec 10, 20251.3648x1.0657x
Dec 11, 20251.3952x1.0682x
Dec 12, 20251.3569x1.0567x
Dec 15, 20251.3511x1.0551x
Dec 16, 20251.3515x1.0523x
Dec 17, 20251.3673x1.0407x
Dec 18, 20251.3825x1.0485x
Dec 19, 20251.4076x1.0549x
Dec 22, 20251.4323x1.0615x
Dec 23, 20251.4434x1.0663x
Dec 24, 20251.4452x1.0701x
Dec 26, 20251.4542x1.0700x
Dec 29, 20251.4164x1.0662x
Dec 30, 20251.4254x1.0649x
Dec 31, 20251.4171x1.0570x
Jan 2, 20261.4553x1.0589x
Jan 5, 20261.5131x1.0660x
Jan 6, 20261.5497x1.0723x
Jan 7, 20261.5333x1.0689x
Jan 8, 20261.5157x1.0687x
Jan 9, 20261.4999x1.0758x
Jan 12, 20261.5501x1.0775x
Jan 13, 20261.5494x1.0753x
Jan 14, 20261.6054x1.0701x
Jan 15, 20261.5895x1.0730x
Jan 16, 20261.5579x1.0721x
Jan 20, 20261.5807x1.0503x
Jan 21, 20261.6261x1.0624x
Jan 22, 20261.6175x1.0679x
Jan 23, 20261.6969x1.0683x
Jan 26, 20261.6816x1.0737x
Jan 27, 20261.7392x1.0780x
Jan 28, 20261.7589x1.0779x
Jan 30, 20261.6201x1.0726x
Feb 2, 20261.6400x1.0779x
Feb 3, 20261.7516x1.0688x
Feb 4, 20261.6998x1.0636x
Feb 5, 20261.5855x1.0503x
Feb 6, 20261.6419x1.0705x
Feb 9, 20261.7048x1.0756x
Feb 10, 20261.6958x1.0728x
Feb 11, 20261.7522x1.0725x
Feb 12, 20261.6955x1.0560x
Feb 13, 20261.7110x1.0567x
Feb 17, 20261.6826x1.0584x
Feb 18, 20261.7032x1.0638x
Feb 19, 20261.6967x1.0609x
Feb 20, 20261.7053x1.0686x
Feb 23, 20261.7317x1.0577x
Feb 24, 20261.7874x1.0654x
Feb 25, 20261.8281x1.0744x
Feb 26, 20261.8237x1.0684x
Feb 27, 20261.8059x1.0633x
Mar 2, 20261.7876x1.0639x
Mar 3, 20261.6969x1.0545x
Mar 4, 20261.7023x1.0620x
Mar 5, 20261.6316x1.0560x
Mar 6, 20261.5678x1.0422x
Mar 9, 20261.5942x1.0513x
Mar 10, 20261.6218x1.0496x
Mar 11, 20261.6188x1.0483x
Mar 12, 20261.5751x1.0324x
Mar 13, 20261.5154x1.0266x
Mar 16, 20261.5419x1.0370x
Mar 17, 20261.5464x1.0397x
Mar 18, 20261.4885x1.0252x
Mar 19, 20261.4380x1.0227x
Mar 20, 20261.3801x1.0053x
Mar 23, 20261.4432x1.0158x
Mar 24, 20261.4492x1.0124x
Mar 25, 20261.4818x1.0181x
Mar 26, 20261.4365x0.9999x
Mar 27, 20261.4456x0.9828x
Mar 30, 20261.4384x0.9796x
Mar 31, 20261.5382x1.0080x
Apr 1, 20261.5669x1.0156x
Apr 2, 20261.5662x1.0165x
Apr 6, 20261.5656x1.0213x
Apr 7, 20261.5650x1.0218x
Apr 8, 20261.6517x1.0478x
Apr 9, 20261.6296x1.0539x
Apr 10, 20261.6531x1.0532x
Apr 13, 20261.6903x1.0635x
Apr 14, 20261.7079x1.0764x
Apr 15, 20261.7166x1.0849x
Apr 16, 20261.7311x1.0876x
Apr 17, 20261.7554x1.1007x
Apr 20, 20261.7590x1.0985x
Apr 21, 20261.6912x1.0913x
Apr 22, 20261.7593x1.1024x
Apr 23, 20261.7300x1.0981x
Apr 24, 20261.7289x1.1066x
Apr 27, 20261.7487x1.1085x
Apr 28, 20261.6913x1.1031x
Apr 29, 20261.6600x1.1030x
Apr 30, 20261.7269x1.1139x
May 1, 20261.7231x1.1170x
May 4, 20261.6789x1.1129x
May 5, 20261.7126x1.1218x
May 6, 20261.8327x1.1374x
May 7, 20261.7931x1.1340x
May 8, 20261.8504x1.1433x
May 11, 20261.8919x1.1459x
May 12, 20261.9256x1.1442x
May 13, 20261.9492x1.1506x
May 14, 20261.9105x1.1597x
May 15, 20261.7961x1.1457x
May 18, 20261.7612x1.1449x
May 19, 20261.7266x1.1373x
May 20, 20261.7676x1.1489x
May 21, 20261.7999x1.1512x
May 22, 20261.7936x1.1557x
May 26, 20261.8687x1.1634x
May 27, 20261.8756x1.1632x
May 28, 20261.9219x1.1696x
May 29, 20261.9376x1.1725x
Jun 1, 20261.9987x1.1757x
Jun 2, 20262.0570x1.1773x
Jun 3, 20261.9699x1.1691x
Jun 4, 20261.9406x1.1735x
Jun 5, 20261.7603x1.1432x
Jun 8, 20261.7768x1.1458x
Jun 9, 20261.7692x1.1424x
Jun 10, 20261.7180x1.1244x
Jun 11, 20261.8252x1.1435x
Jun 12, 20261.8859x1.1497x
Jun 15, 20261.9115x1.1700x
Jun 16, 20261.9105x1.1630x
Jun 17, 20261.8720x1.1485x
Jun 18, 20261.8314x1.1574x
Jun 22, 20261.8115x1.1538x
Jun 23, 20261.7141x1.1371x
Jun 24, 20261.6504x1.1365x
Jun 25, 20261.6627x1.1382x
Jun 26, 20261.6433x1.1299x
Jun 29, 20261.6486x1.1486x
Jun 30, 20261.6752x1.1575x
Jul 1, 20261.6456x1.1559x
Jul 2, 20261.6522x1.1544x
Jul 6, 20261.6680x1.1645x
Jul 7, 20261.5901x1.1590x
Jul 8, 20261.5455x1.1554x
Jul 9, 20261.5918x1.1652x
Jul 10, 20261.6057x1.1702x
Jul 13, 20261.5712x1.1612x
Jul 14, 20261.6343x1.1653x
Jul 15, 20261.6168x1.1700x
Jul 16, 20261.5407x1.1636x
Jul 17, 20261.5287x1.1521x
Jul 20, 20261.5267x1.1502x
Jul 21, 20261.6035x1.1598x
Jul 22, 20261.6193x1.1585x
Jul 23, 20261.6063x1.1442x
Jul 24, 20261.5937x1.1453x
Jul 27, 20261.6021x1.1456x
Jul 28, 20261.5731x1.1483x
Jul 29, 20261.5640x1.1307x
Jul 30, 20261.6427x1.1496x
Jul 31, 20261.6196x1.1579x
Aug 3, 20261.6297x1.1744x
Aug 4, 20261.7180x1.1956x
Aug 5, 20261.7600x1.1932x
Aug 6, 20261.7603x1.1913x
Aug 7, 20261.8276x1.1986x
Aug 10, 20261.8421x1.1982x
Aug 11, 20261.8318x1.1944x
Aug 12, 20261.8284x1.1974x
Aug 13, 20261.7760x1.2057x
Aug 14, 20261.7527x1.2033x
Aug 17, 20261.7650x1.1976x
Aug 18, 20261.7431x1.1895x
Aug 19, 20261.7997x1.1920x
Aug 20, 20261.8215x1.1820x
Aug 21, 20261.9347x1.1869x

Themes and category

Energy MaterialsEnergy & MaterialsInnovation

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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