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
+98.1%

Performance as of Aug 26, 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 26, 2026.

Total Return

+98.1%

SPY +18.7%

Ann. Return

+99.8%

SPY +19.0%

Ann. Vol

41.3%

SPY 12.8%

Sharpe

2.41

SPY 1.48

Max Drawdown

-25.8%

SPY -9.1%

Alpha vs SPY

+41.7%

hit rate 55.8%

Performance as of Aug 26, 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 26, 2026.

DateModel basket wealth indexSPY
Aug 27, 20251.0000x1.0000x
Aug 28, 20251.0080x1.0035x
Aug 29, 20251.0152x0.9976x
Sep 2, 20251.0073x0.9902x
Sep 3, 20251.0198x0.9955x
Sep 4, 20251.0025x1.0039x
Sep 5, 20251.0219x1.0009x
Sep 8, 20251.0346x1.0034x
Sep 9, 20251.0419x1.0057x
Sep 10, 20251.0549x1.0086x
Sep 11, 20251.0724x1.0170x
Sep 12, 20251.0772x1.0167x
Sep 15, 20251.0970x1.0221x
Sep 16, 20251.0843x1.0207x
Sep 17, 20251.0700x1.0194x
Sep 18, 20251.0640x1.0242x
Sep 19, 20251.0732x1.0264x
Sep 22, 20251.0864x1.0313x
Sep 23, 20251.0796x1.0256x
Sep 24, 20251.1483x1.0224x
Sep 25, 20251.1793x1.0177x
Sep 26, 20251.1762x1.0235x
Sep 29, 20251.2140x1.0264x
Sep 30, 20251.2082x1.0302x
Oct 1, 20251.2393x1.0337x
Oct 2, 20251.2367x1.0349x
Oct 3, 20251.2640x1.0349x
Oct 6, 20251.2694x1.0386x
Oct 7, 20251.2807x1.0348x
Oct 8, 20251.3130x1.0410x
Oct 9, 20251.3171x1.0379x
Oct 10, 20251.2630x1.0099x
Oct 13, 20251.3511x1.0254x
Oct 14, 20251.3525x1.0241x
Oct 15, 20251.3507x1.0287x
Oct 16, 20251.3239x1.0217x
Oct 17, 20251.2813x1.0275x
Oct 20, 20251.3056x1.0382x
Oct 21, 20251.2584x1.0381x
Oct 22, 20251.2460x1.0327x
Oct 23, 20251.2505x1.0389x
Oct 24, 20251.2608x1.0474x
Oct 27, 20251.2428x1.0597x
Oct 28, 20251.2674x1.0625x
Oct 29, 20251.2775x1.0630x
Oct 30, 20251.2682x1.0513x
Oct 31, 20251.2648x1.0548x
Nov 3, 20251.2309x1.0568x
Nov 4, 20251.1748x1.0442x
Nov 5, 20251.2021x1.0479x
Nov 6, 20251.1969x1.0366x
Nov 7, 20251.2056x1.0376x
Nov 10, 20251.2403x1.0538x
Nov 11, 20251.2357x1.0562x
Nov 12, 20251.2498x1.0568x
Nov 13, 20251.2090x1.0393x
Nov 14, 20251.1952x1.0391x
Nov 17, 20251.1886x1.0294x
Nov 18, 20251.1843x1.0208x
Nov 19, 20251.2043x1.0247x
Nov 20, 20251.1635x1.0091x
Nov 21, 20251.1868x1.0192x
Nov 24, 20251.2154x1.0342x
Nov 25, 20251.2347x1.0439x
Nov 26, 20251.2710x1.0511x
Nov 28, 20251.3048x1.0568x
Dec 1, 20251.2962x1.0520x
Dec 2, 20251.3129x1.0540x
Dec 3, 20251.3526x1.0576x
Dec 4, 20251.3611x1.0584x
Dec 5, 20251.3543x1.0604x
Dec 8, 20251.3499x1.0572x
Dec 9, 20251.3632x1.0563x
Dec 10, 20251.3659x1.0633x
Dec 11, 20251.3964x1.0658x
Dec 12, 20251.3580x1.0543x
Dec 15, 20251.3522x1.0527x
Dec 16, 20251.3526x1.0499x
Dec 17, 20251.3684x1.0383x
Dec 18, 20251.3836x1.0461x
Dec 19, 20251.4087x1.0525x
Dec 22, 20251.4334x1.0591x
Dec 23, 20251.4446x1.0639x
Dec 24, 20251.4464x1.0677x
Dec 26, 20251.4554x1.0676x
Dec 29, 20251.4176x1.0637x
Dec 30, 20251.4266x1.0624x
Dec 31, 20251.4182x1.0546x
Jan 2, 20261.4564x1.0565x
Jan 5, 20261.5143x1.0635x
Jan 6, 20261.5510x1.0699x
Jan 7, 20261.5346x1.0664x
Jan 8, 20261.5169x1.0663x
Jan 9, 20261.5011x1.0734x
Jan 12, 20261.5513x1.0751x
Jan 13, 20261.5506x1.0729x
Jan 14, 20261.6067x1.0676x
Jan 15, 20261.5908x1.0705x
Jan 16, 20261.5592x1.0696x
Jan 20, 20261.5820x1.0479x
Jan 21, 20261.6274x1.0600x
Jan 22, 20261.6188x1.0655x
Jan 23, 20261.6983x1.0659x
Jan 26, 20261.6830x1.0713x
Jan 27, 20261.7407x1.0756x
Jan 28, 20261.7603x1.0755x
Jan 30, 20261.6214x1.0701x
Feb 2, 20261.6413x1.0754x
Feb 3, 20261.7530x1.0663x
Feb 4, 20261.7012x1.0612x
Feb 5, 20261.5868x1.0479x
Feb 6, 20261.6432x1.0680x
Feb 9, 20261.7061x1.0732x
Feb 10, 20261.6972x1.0703x
Feb 11, 20261.7537x1.0701x
Feb 12, 20261.6969x1.0536x
Feb 13, 20261.7124x1.0543x
Feb 17, 20261.6840x1.0560x
Feb 18, 20261.7046x1.0613x
Feb 19, 20261.6981x1.0585x
Feb 20, 20261.7067x1.0662x
Feb 23, 20261.7331x1.0553x
Feb 24, 20261.7888x1.0630x
Feb 25, 20261.8296x1.0719x
Feb 26, 20261.8252x1.0660x
Feb 27, 20261.8074x1.0609x
Mar 2, 20261.7891x1.0615x
Mar 3, 20261.6982x1.0521x
Mar 4, 20261.7036x1.0595x
Mar 5, 20261.6329x1.0536x
Mar 6, 20261.5691x1.0398x
Mar 9, 20261.5955x1.0489x
Mar 10, 20261.6231x1.0472x
Mar 11, 20261.6202x1.0459x
Mar 12, 20261.5763x1.0300x
Mar 13, 20261.5167x1.0242x
Mar 16, 20261.5432x1.0346x
Mar 17, 20261.5477x1.0374x
Mar 18, 20261.4897x1.0229x
Mar 19, 20261.4392x1.0204x
Mar 20, 20261.3813x1.0030x
Mar 23, 20261.4444x1.0135x
Mar 24, 20261.4504x1.0101x
Mar 25, 20261.4830x1.0158x
Mar 26, 20261.4377x0.9976x
Mar 27, 20261.4468x0.9806x
Mar 30, 20261.4395x0.9773x
Mar 31, 20261.5394x1.0057x
Apr 1, 20261.5682x1.0133x
Apr 2, 20261.5675x1.0142x
Apr 6, 20261.5668x1.0190x
Apr 7, 20261.5663x1.0195x
Apr 8, 20261.6530x1.0454x
Apr 9, 20261.6309x1.0515x
Apr 10, 20261.6545x1.0508x
Apr 13, 20261.6916x1.0610x
Apr 14, 20261.7092x1.0740x
Apr 15, 20261.7180x1.0824x
Apr 16, 20261.7325x1.0851x
Apr 17, 20261.7569x1.0982x
Apr 20, 20261.7604x1.0960x
Apr 21, 20261.6926x1.0888x
Apr 22, 20261.7608x1.0999x
Apr 23, 20261.7314x1.0956x
Apr 24, 20261.7303x1.1041x
Apr 27, 20261.7501x1.1060x
Apr 28, 20261.6927x1.1006x
Apr 29, 20261.6614x1.1004x
Apr 30, 20261.7283x1.1114x
May 1, 20261.7244x1.1145x
May 4, 20261.6803x1.1104x
May 5, 20261.7140x1.1193x
May 6, 20261.8342x1.1349x
May 7, 20261.7945x1.1314x
May 8, 20261.8519x1.1407x
May 11, 20261.8934x1.1433x
May 12, 20261.9272x1.1416x
May 13, 20261.9508x1.1480x
May 14, 20261.9120x1.1570x
May 15, 20261.7976x1.1431x
May 18, 20261.7626x1.1423x
May 19, 20261.7280x1.1347x
May 20, 20261.7690x1.1463x
May 21, 20261.8013x1.1486x
May 22, 20261.7951x1.1531x
May 26, 20261.8702x1.1608x
May 27, 20261.8771x1.1606x
May 28, 20261.9235x1.1670x
May 29, 20261.9392x1.1699x
Jun 1, 20262.0003x1.1731x
Jun 2, 20262.0586x1.1747x
Jun 3, 20261.9715x1.1664x
Jun 4, 20261.9422x1.1708x
Jun 5, 20261.7617x1.1406x
Jun 8, 20261.7782x1.1432x
Jun 9, 20261.7706x1.1398x
Jun 10, 20261.7194x1.1219x
Jun 11, 20261.8267x1.1409x
Jun 12, 20261.8874x1.1471x
Jun 15, 20261.9131x1.1673x
Jun 16, 20261.9120x1.1604x
Jun 17, 20261.8735x1.1459x
Jun 18, 20261.8329x1.1548x
Jun 22, 20261.8129x1.1512x
Jun 23, 20261.7155x1.1345x
Jun 24, 20261.6517x1.1339x
Jun 25, 20261.6641x1.1356x
Jun 26, 20261.6446x1.1274x
Jun 29, 20261.6499x1.1459x
Jun 30, 20261.6765x1.1549x
Jul 1, 20261.6469x1.1533x
Jul 2, 20261.6535x1.1518x
Jul 6, 20261.6694x1.1618x
Jul 7, 20261.5914x1.1563x
Jul 8, 20261.5467x1.1527x
Jul 9, 20261.5931x1.1625x
Jul 10, 20261.6070x1.1675x
Jul 13, 20261.5725x1.1586x
Jul 14, 20261.6357x1.1627x
Jul 15, 20261.6181x1.1673x
Jul 16, 20261.5420x1.1610x
Jul 17, 20261.5300x1.1495x
Jul 20, 20261.5279x1.1476x
Jul 21, 20261.6048x1.1572x
Jul 22, 20261.6206x1.1559x
Jul 23, 20261.6076x1.1416x
Jul 24, 20261.5950x1.1427x
Jul 27, 20261.6034x1.1430x
Jul 28, 20261.5743x1.1457x
Jul 29, 20261.5653x1.1281x
Jul 30, 20261.6441x1.1470x
Jul 31, 20261.6209x1.1553x
Aug 3, 20261.6310x1.1717x
Aug 4, 20261.7193x1.1928x
Aug 5, 20261.7614x1.1905x
Aug 6, 20261.7618x1.1886x
Aug 7, 20261.8291x1.1958x
Aug 10, 20261.8436x1.1955x
Aug 11, 20261.8333x1.1917x
Aug 12, 20261.8299x1.1946x
Aug 13, 20261.7774x1.2030x
Aug 14, 20261.7541x1.2006x
Aug 17, 20261.7664x1.1949x
Aug 18, 20261.7445x1.1868x
Aug 19, 20261.8012x1.1893x
Aug 20, 20261.8230x1.1793x
Aug 21, 20261.9363x1.1842x
Aug 24, 20261.9303x1.1807x
Aug 25, 20261.9831x1.1845x

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.

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