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
+58.5%

Performance as of Jul 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 Jul 11, 2026.

Total Return

+58.5%

SPY +20.5%

Ann. Return

+59.7%

SPY +20.9%

Ann. Vol

39.9%

SPY 12.6%

Sharpe

1.49

SPY 1.65

Max Drawdown

-24.9%

SPY -9.1%

Alpha vs SPY

+16.3%

hit rate 55.2%

Performance as of Jul 11, 2026.

Rolling Performance vs Benchmark

Portfolio Holdings

Holding
Weight
Country
Exchange
Sector
Industry
Mkt Cap
Price
1Y
1Y Trend
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 Jul 11, 2026.

DateModel basket wealth indexSPY
Jul 14, 20251.0000x1.0000x
Jul 15, 20250.9851x0.9957x
Jul 16, 20250.9896x0.9991x
Jul 17, 20250.9995x1.0052x
Jul 18, 20250.9945x1.0044x
Jul 21, 20251.0003x1.0063x
Jul 22, 20251.0294x1.0065x
Jul 23, 20251.0403x1.0150x
Jul 24, 20251.0138x1.0154x
Jul 25, 20250.9844x1.0197x
Jul 28, 20250.9738x1.0194x
Jul 29, 20250.9574x1.0167x
Jul 30, 20250.9126x1.0154x
Jul 31, 20250.9151x1.0116x
Aug 1, 20250.9039x0.9951x
Aug 4, 20250.9188x1.0102x
Aug 5, 20250.9111x1.0051x
Aug 6, 20250.9100x1.0128x
Aug 7, 20250.9299x1.0119x
Aug 8, 20250.9440x1.0198x
Aug 11, 20250.9433x1.0178x
Aug 12, 20250.9502x1.0286x
Aug 13, 20250.9817x1.0321x
Aug 14, 20250.9661x1.0322x
Aug 15, 20250.9597x1.0298x
Aug 18, 20250.9479x1.0296x
Aug 19, 20250.9417x1.0240x
Aug 20, 20250.9400x1.0213x
Aug 21, 20250.9586x1.0172x
Aug 22, 20250.9888x1.0328x
Aug 25, 20250.9871x1.0283x
Aug 26, 20250.9928x1.0326x
Aug 27, 20250.9920x1.0349x
Aug 28, 20250.9999x1.0386x
Aug 29, 20251.0071x1.0324x
Sep 2, 20250.9993x1.0247x
Sep 3, 20251.0117x1.0303x
Sep 4, 20250.9946x1.0389x
Sep 5, 20251.0138x1.0359x
Sep 8, 20251.0264x1.0384x
Sep 9, 20251.0336x1.0408x
Sep 10, 20251.0465x1.0439x
Sep 11, 20251.0639x1.0525x
Sep 12, 20251.0686x1.0522x
Sep 15, 20251.0882x1.0578x
Sep 16, 20251.0756x1.0563x
Sep 17, 20251.0614x1.0550x
Sep 18, 20251.0555x1.0599x
Sep 19, 20251.0646x1.0622x
Sep 22, 20251.0777x1.0673x
Sep 23, 20251.0710x1.0615x
Sep 24, 20251.1392x1.0581x
Sep 25, 20251.1700x1.0532x
Sep 26, 20251.1668x1.0592x
Sep 29, 20251.2044x1.0622x
Sep 30, 20251.1986x1.0662x
Oct 1, 20251.2295x1.0698x
Oct 2, 20251.2268x1.0711x
Oct 3, 20251.2539x1.0711x
Oct 6, 20251.2593x1.0749x
Oct 7, 20251.2705x1.0709x
Oct 8, 20251.3026x1.0773x
Oct 9, 20251.3066x1.0742x
Oct 10, 20251.2529x1.0451x
Oct 13, 20251.3403x1.0612x
Oct 14, 20251.3418x1.0599x
Oct 15, 20251.3400x1.0646x
Oct 16, 20251.3133x1.0573x
Oct 17, 20251.2711x1.0633x
Oct 20, 20251.2952x1.0744x
Oct 21, 20251.2484x1.0744x
Oct 22, 20251.2361x1.0688x
Oct 23, 20251.2406x1.0751x
Oct 24, 20251.2507x1.0839x
Oct 27, 20251.2329x1.0967x
Oct 28, 20251.2573x1.0996x
Oct 29, 20251.2673x1.1002x
Oct 30, 20251.2581x1.0881x
Oct 31, 20251.2548x1.0916x
Nov 3, 20251.2211x1.0937x
Nov 4, 20251.1654x1.0807x
Nov 5, 20251.1925x1.0845x
Nov 6, 20251.1874x1.0728x
Nov 7, 20251.1960x1.0739x
Nov 10, 20251.2304x1.0906x
Nov 11, 20251.2258x1.0931x
Nov 12, 20251.2398x1.0937x
Nov 13, 20251.1994x1.0756x
Nov 14, 20251.1857x1.0754x
Nov 17, 20251.1791x1.0654x
Nov 18, 20251.1749x1.0564x
Nov 19, 20251.1947x1.0605x
Nov 20, 20251.1542x1.0444x
Nov 21, 20251.1774x1.0548x
Nov 24, 20251.2057x1.0703x
Nov 25, 20251.2249x1.0804x
Nov 26, 20251.2609x1.0878x
Nov 28, 20251.2944x1.0938x
Dec 1, 20251.2859x1.0888x
Dec 2, 20251.3024x1.0908x
Dec 3, 20251.3419x1.0946x
Dec 4, 20251.3502x1.0954x
Dec 5, 20251.3435x1.0974x
Dec 8, 20251.3391x1.0941x
Dec 9, 20251.3523x1.0932x
Dec 10, 20251.3550x1.1004x
Dec 11, 20251.3852x1.1030x
Dec 12, 20251.3471x1.0911x
Dec 15, 20251.3414x1.0895x
Dec 16, 20251.3418x1.0865x
Dec 17, 20251.3575x1.0746x
Dec 18, 20251.3726x1.0827x
Dec 19, 20251.3975x1.0893x
Dec 22, 20251.4220x1.0961x
Dec 23, 20251.4331x1.1011x
Dec 24, 20251.4349x1.1049x
Dec 26, 20251.4438x1.1048x
Dec 29, 20251.4063x1.1009x
Dec 30, 20251.4152x1.0996x
Dec 31, 20251.4069x1.0914x
Jan 2, 20261.4448x1.0934x
Jan 5, 20261.5023x1.1007x
Jan 6, 20261.5386x1.1072x
Jan 7, 20261.5224x1.1037x
Jan 8, 20261.5048x1.1036x
Jan 9, 20261.4892x1.1108x
Jan 12, 20261.5390x1.1126x
Jan 13, 20261.5383x1.1104x
Jan 14, 20261.5939x1.1049x
Jan 15, 20261.5781x1.1079x
Jan 16, 20261.5468x1.1070x
Jan 20, 20261.5694x1.0845x
Jan 21, 20261.6145x1.0970x
Jan 22, 20261.6059x1.1027x
Jan 23, 20261.6847x1.1031x
Jan 26, 20261.6696x1.1087x
Jan 27, 20261.7268x1.1131x
Jan 28, 20261.7463x1.1130x
Jan 30, 20261.6085x1.1075x
Feb 2, 20261.6282x1.1130x
Feb 3, 20261.7390x1.1036x
Feb 4, 20261.6876x1.0982x
Feb 5, 20261.5741x1.0845x
Feb 6, 20261.6301x1.1053x
Feb 9, 20261.6926x1.1107x
Feb 10, 20261.6837x1.1077x
Feb 11, 20261.7397x1.1075x
Feb 12, 20261.6833x1.0904x
Feb 13, 20261.6988x1.0911x
Feb 17, 20261.6706x1.0929x
Feb 18, 20261.6910x1.0984x
Feb 19, 20261.6846x1.0955x
Feb 20, 20261.6931x1.1034x
Feb 23, 20261.7193x1.0922x
Feb 24, 20261.7746x1.1001x
Feb 25, 20261.8150x1.1094x
Feb 26, 20261.8106x1.1032x
Feb 27, 20261.7930x1.0979x
Mar 2, 20261.7748x1.0985x
Mar 3, 20261.6847x1.0889x
Mar 4, 20261.6901x1.0965x
Mar 5, 20261.6199x1.0904x
Mar 6, 20261.5566x1.0761x
Mar 9, 20261.5827x1.0856x
Mar 10, 20261.6102x1.0838x
Mar 11, 20261.6072x1.0825x
Mar 12, 20261.5638x1.0660x
Mar 13, 20261.5046x1.0600x
Mar 16, 20261.5309x1.0708x
Mar 17, 20261.5353x1.0736x
Mar 18, 20261.4778x1.0586x
Mar 19, 20261.4277x1.0560x
Mar 20, 20261.3703x1.0380x
Mar 23, 20261.4329x1.0489x
Mar 24, 20261.4388x1.0454x
Mar 25, 20261.4712x1.0512x
Mar 26, 20261.4262x1.0325x
Mar 27, 20261.4352x1.0149x
Mar 30, 20261.4281x1.0115x
Mar 31, 20261.5272x1.0409x
Apr 1, 20261.5557x1.0487x
Apr 2, 20261.5550x1.0496x
Apr 6, 20261.5543x1.0546x
Apr 7, 20261.5538x1.0551x
Apr 8, 20261.6399x1.0819x
Apr 9, 20261.6179x1.0882x
Apr 10, 20261.6413x1.0875x
Apr 13, 20261.6782x1.0981x
Apr 14, 20261.6956x1.1115x
Apr 15, 20261.7044x1.1202x
Apr 16, 20261.7187x1.1230x
Apr 17, 20261.7429x1.1366x
Apr 20, 20261.7464x1.1343x
Apr 21, 20261.6791x1.1269x
Apr 22, 20261.7467x1.1383x
Apr 23, 20261.7176x1.1339x
Apr 24, 20261.7166x1.1427x
Apr 27, 20261.7362x1.1446x
Apr 28, 20261.6792x1.1391x
Apr 29, 20261.6482x1.1389x
Apr 30, 20261.7146x1.1502x
May 1, 20261.7107x1.1534x
May 4, 20261.6669x1.1492x
May 5, 20261.7004x1.1584x
May 6, 20261.8196x1.1745x
May 7, 20261.7802x1.1709x
May 8, 20261.8372x1.1806x
May 11, 20261.8783x1.1832x
May 12, 20261.9119x1.1814x
May 13, 20261.9353x1.1881x
May 14, 20261.8968x1.1974x
May 15, 20261.7833x1.1830x
May 18, 20261.7486x1.1822x
May 19, 20261.7142x1.1743x
May 20, 20261.7549x1.1864x
May 21, 20261.7870x1.1887x
May 22, 20261.7808x1.1934x
May 26, 20261.8553x1.2013x
May 27, 20261.8622x1.2011x
May 28, 20261.9081x1.2077x
May 29, 20261.9237x1.2107x
Jun 1, 20261.9844x1.2140x
Jun 2, 20262.0422x1.2157x
Jun 3, 20261.9558x1.2072x
Jun 4, 20261.9267x1.2117x
Jun 5, 20261.7477x1.1804x
Jun 8, 20261.7641x1.1831x
Jun 9, 20261.7565x1.1796x
Jun 10, 20261.7057x1.1610x
Jun 11, 20261.8121x1.1808x
Jun 12, 20261.8724x1.1872x
Jun 15, 20261.8978x1.2081x
Jun 16, 20261.8968x1.2009x
Jun 17, 20261.8586x1.1859x
Jun 18, 20261.8183x1.1951x
Jun 22, 20261.7985x1.1914x
Jun 23, 20261.7019x1.1741x
Jun 24, 20261.6386x1.1735x
Jun 25, 20261.6508x1.1752x
Jun 26, 20261.6315x1.1667x
Jun 29, 20261.6368x1.1860x
Jun 30, 20261.6632x1.1952x
Jul 1, 20261.6338x1.1936x
Jul 2, 20261.6404x1.1920x
Jul 6, 20261.6561x1.2024x
Jul 7, 20261.5787x1.1967x
Jul 8, 20261.5344x1.1930x
Jul 9, 20261.5804x1.2031x

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

Research the stocks behind this idea

Use QuantLink's screener and company pages to inspect fundamentals, valuation, and market data after reviewing the public thesis.

Related links

QuantLink is a research tool, not investment advice. This page shows a curated model basket and backtested performance, not a filed portfolio, fund return, or recommendation to buy or sell securities.