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
+75.7%

Performance as of Sep 11, 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 Sep 11, 2026.

Total Return

+75.7%

SPY +15.9%

Ann. Return

+77.3%

SPY +16.2%

Ann. Vol

41.6%

SPY 12.9%

Sharpe

1.86

SPY 1.26

Max Drawdown

-25.8%

SPY -9.1%

Alpha vs SPY

+34.2%

hit rate 53.6%

Performance as of Sep 11, 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 Sep 11, 2026.

DateModel basket wealth indexSPY
Sep 12, 20251.0000x1.0000x
Sep 15, 20251.0183x1.0053x
Sep 16, 20251.0066x1.0039x
Sep 17, 20250.9933x1.0027x
Sep 18, 20250.9877x1.0074x
Sep 19, 20250.9962x1.0096x
Sep 22, 20251.0085x1.0143x
Sep 23, 20251.0022x1.0088x
Sep 24, 20251.0660x1.0056x
Sep 25, 20251.0948x1.0010x
Sep 26, 20251.0919x1.0067x
Sep 29, 20251.1270x1.0095x
Sep 30, 20251.1216x1.0133x
Oct 1, 20251.1505x1.0168x
Oct 2, 20251.1480x1.0180x
Oct 3, 20251.1734x1.0179x
Oct 6, 20251.1784x1.0216x
Oct 7, 20251.1889x1.0178x
Oct 8, 20251.2189x1.0239x
Oct 9, 20251.2226x1.0209x
Oct 10, 20251.1725x0.9933x
Oct 13, 20251.2542x1.0086x
Oct 14, 20251.2556x1.0073x
Oct 15, 20251.2539x1.0118x
Oct 16, 20251.2290x1.0049x
Oct 17, 20251.1894x1.0106x
Oct 20, 20251.2120x1.0211x
Oct 21, 20251.1682x1.0211x
Oct 22, 20251.1567x1.0158x
Oct 23, 20251.1609x1.0218x
Oct 24, 20251.1704x1.0302x
Oct 27, 20251.1537x1.0423x
Oct 28, 20251.1765x1.0451x
Oct 29, 20251.1859x1.0456x
Oct 30, 20251.1773x1.0341x
Oct 31, 20251.1742x1.0375x
Nov 3, 20251.1427x1.0394x
Nov 4, 20251.0906x1.0271x
Nov 5, 20251.1159x1.0307x
Nov 6, 20251.1111x1.0196x
Nov 7, 20251.1192x1.0206x
Nov 10, 20251.1514x1.0366x
Nov 11, 20251.1471x1.0389x
Nov 12, 20251.1602x1.0395x
Nov 13, 20251.1224x1.0223x
Nov 14, 20251.1095x1.0221x
Nov 17, 20251.1034x1.0126x
Nov 18, 20251.0994x1.0041x
Nov 19, 20251.1179x1.0079x
Nov 20, 20251.0801x0.9926x
Nov 21, 20251.1017x1.0025x
Nov 24, 20251.1283x1.0172x
Nov 25, 20251.1462x1.0268x
Nov 26, 20251.1799x1.0339x
Nov 28, 20251.2113x1.0395x
Dec 1, 20251.2033x1.0348x
Dec 2, 20251.2188x1.0367x
Dec 3, 20251.2557x1.0403x
Dec 4, 20251.2635x1.0410x
Dec 5, 20251.2572x1.0430x
Dec 8, 20251.2531x1.0399x
Dec 9, 20251.2655x1.0390x
Dec 10, 20251.2680x1.0459x
Dec 11, 20251.2963x1.0483x
Dec 12, 20251.2606x1.0370x
Dec 15, 20251.2553x1.0355x
Dec 16, 20251.2556x1.0326x
Dec 17, 20251.2703x1.0213x
Dec 18, 20251.2844x1.0290x
Dec 19, 20251.3077x1.0353x
Dec 22, 20251.3307x1.0417x
Dec 23, 20251.3410x1.0465x
Dec 24, 20251.3427x1.0502x
Dec 26, 20251.3511x1.0500x
Dec 29, 20251.3159x1.0463x
Dec 30, 20251.3243x1.0450x
Dec 31, 20251.3166x1.0373x
Jan 2, 20261.3520x1.0392x
Jan 5, 20261.4058x1.0461x
Jan 6, 20261.4398x1.0523x
Jan 7, 20261.4246x1.0489x
Jan 8, 20261.4081x1.0488x
Jan 9, 20261.3935x1.0558x
Jan 12, 20261.4401x1.0574x
Jan 13, 20261.4395x1.0553x
Jan 14, 20261.4915x1.0501x
Jan 15, 20261.4767x1.0530x
Jan 16, 20261.4474x1.0521x
Jan 20, 20261.4686x1.0307x
Jan 21, 20261.5108x1.0426x
Jan 22, 20261.5027x1.0480x
Jan 23, 20261.5765x1.0484x
Jan 26, 20261.5624x1.0537x
Jan 27, 20261.6159x1.0579x
Jan 28, 20261.6342x1.0578x
Jan 30, 20261.5052x1.0526x
Feb 2, 20261.5237x1.0578x
Feb 3, 20261.6273x1.0489x
Feb 4, 20261.5792x1.0438x
Feb 5, 20261.4730x1.0307x
Feb 6, 20261.5254x1.0505x
Feb 9, 20261.5838x1.0556x
Feb 10, 20261.5756x1.0528x
Feb 11, 20261.6279x1.0526x
Feb 12, 20261.5752x1.0363x
Feb 13, 20261.5897x1.0370x
Feb 17, 20261.5633x1.0387x
Feb 18, 20261.5824x1.0439x
Feb 19, 20261.5764x1.0412x
Feb 20, 20261.5843x1.0487x
Feb 23, 20261.6089x1.0380x
Feb 24, 20261.6606x1.0455x
Feb 25, 20261.6984x1.0544x
Feb 26, 20261.6943x1.0485x
Feb 27, 20261.6778x1.0435x
Mar 2, 20261.6608x1.0441x
Mar 3, 20261.5765x1.0349x
Mar 4, 20261.5815x1.0422x
Mar 5, 20261.5159x1.0364x
Mar 6, 20261.4566x1.0228x
Mar 9, 20261.4811x1.0317x
Mar 10, 20261.5068x1.0301x
Mar 11, 20261.5040x1.0288x
Mar 12, 20261.4633x1.0132x
Mar 13, 20261.4079x1.0074x
Mar 16, 20261.4326x1.0177x
Mar 17, 20261.4367x1.0204x
Mar 18, 20261.3829x1.0061x
Mar 19, 20261.3360x1.0036x
Mar 20, 20261.2822x0.9866x
Mar 23, 20261.3408x0.9969x
Mar 24, 20261.3464x0.9936x
Mar 25, 20261.3767x0.9991x
Mar 26, 20261.3346x0.9813x
Mar 27, 20261.3431x0.9645x
Mar 30, 20261.3363x0.9613x
Mar 31, 20261.4291x0.9892x
Apr 1, 20261.4558x0.9967x
Apr 2, 20261.4551x0.9976x
Apr 6, 20261.4545x1.0023x
Apr 7, 20261.4540x1.0028x
Apr 8, 20261.5345x1.0283x
Apr 9, 20261.5140x1.0342x
Apr 10, 20261.5359x1.0335x
Apr 13, 20261.5704x1.0436x
Apr 14, 20261.5867x1.0564x
Apr 15, 20261.5949x1.0647x
Apr 16, 20261.6083x1.0673x
Apr 17, 20261.6309x1.0802x
Apr 20, 20261.6342x1.0780x
Apr 21, 20261.5713x1.0710x
Apr 22, 20261.6345x1.0818x
Apr 23, 20261.6073x1.0776x
Apr 24, 20261.6063x1.0860x
Apr 27, 20261.6246x1.0879x
Apr 28, 20261.5713x1.0826x
Apr 29, 20261.5423x1.0824x
Apr 30, 20261.6044x1.0932x
May 1, 20261.6008x1.0962x
May 4, 20261.5598x1.0922x
May 5, 20261.5912x1.1009x
May 6, 20261.7027x1.1162x
May 7, 20261.6659x1.1128x
May 8, 20261.7192x1.1220x
May 11, 20261.7577x1.1246x
May 12, 20261.7891x1.1229x
May 13, 20261.8110x1.1291x
May 14, 20261.7750x1.1381x
May 15, 20261.6687x1.1244x
May 18, 20261.6363x1.1236x
May 19, 20261.6041x1.1161x
May 20, 20261.6422x1.1275x
May 21, 20261.6722x1.1298x
May 22, 20261.6664x1.1342x
May 26, 20261.7361x1.1417x
May 27, 20261.7426x1.1415x
May 28, 20261.7856x1.1478x
May 29, 20261.8001x1.1507x
Jun 1, 20261.8570x1.1538x
Jun 2, 20261.9111x1.1554x
Jun 3, 20261.8301x1.1473x
Jun 4, 20261.8030x1.1516x
Jun 5, 20261.6354x1.1219x
Jun 8, 20261.6508x1.1244x
Jun 9, 20261.6437x1.1211x
Jun 10, 20261.5962x1.1035x
Jun 11, 20261.6957x1.1222x
Jun 12, 20261.7521x1.1283x
Jun 15, 20261.7759x1.1482x
Jun 16, 20261.7750x1.1413x
Jun 17, 20261.7392x1.1271x
Jun 18, 20261.7015x1.1359x
Jun 22, 20261.6830x1.1323x
Jun 23, 20261.5925x1.1159x
Jun 24, 20261.5333x1.1153x
Jun 25, 20261.5448x1.1170x
Jun 26, 20261.5267x1.1089x
Jun 29, 20261.5317x1.1272x
Jun 30, 20261.5564x1.1359x
Jul 1, 20261.5289x1.1344x
Jul 2, 20261.5350x1.1329x
Jul 6, 20261.5497x1.1428x
Jul 7, 20261.4773x1.1374x
Jul 8, 20261.4359x1.1338x
Jul 9, 20261.4789x1.1434x
Jul 10, 20261.4918x1.1484x
Jul 13, 20261.4598x1.1396x
Jul 14, 20261.5184x1.1436x
Jul 15, 20261.5021x1.1482x
Jul 16, 20261.4314x1.1419x
Jul 17, 20261.4203x1.1306x
Jul 20, 20261.4184x1.1288x
Jul 21, 20261.4898x1.1382x
Jul 22, 20261.5044x1.1369x
Jul 23, 20261.4924x1.1229x
Jul 24, 20261.4807x1.1240x
Jul 27, 20261.4884x1.1242x
Jul 28, 20261.4615x1.1269x
Jul 29, 20261.4531x1.1096x
Jul 30, 20261.5262x1.1282x
Jul 31, 20261.5047x1.1363x
Aug 3, 20261.5141x1.1525x
Aug 4, 20261.5961x1.1733x
Aug 5, 20261.6352x1.1709x
Aug 6, 20261.6355x1.1691x
Aug 7, 20261.6980x1.1762x
Aug 10, 20261.7114x1.1759x
Aug 11, 20261.7018x1.1721x
Aug 12, 20261.6987x1.1751x
Aug 13, 20261.6500x1.1832x
Aug 14, 20261.6283x1.1809x
Aug 17, 20261.6398x1.1753x
Aug 18, 20261.6195x1.1674x
Aug 19, 20261.6721x1.1698x
Aug 20, 20261.6923x1.1600x
Aug 21, 20261.7975x1.1648x
Aug 24, 20261.7919x1.1613x
Aug 25, 20261.8409x1.1650x
Aug 26, 20261.8126x1.1653x
Aug 27, 20261.8181x1.1729x
Aug 28, 20261.7770x1.1703x
Aug 31, 20261.7555x1.1668x
Sep 1, 20261.7037x1.1588x
Sep 2, 20261.7207x1.1639x
Sep 3, 20261.7247x1.1761x
Sep 4, 20261.7165x1.1716x
Sep 8, 20261.7580x1.1651x
Sep 9, 20261.7488x1.1597x

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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