Energy Materials model basket
Natural Gas and the LNG Export
A concentrated book of LNG pure-plays, Appalachian and Haynesville E&P, compression, and gas-weighted utilities.
What is the thesis for Natural Gas and the LNG Export?
We own Cheniere's contracted tolling book, the Appalachian and Haynesville dry-gas producers that feed it, the compression sub-tier that moves molecules to the fence line, and the utility names tied to gas-fired generation for AI data-center load. The cohort has underperformed SPY over the trailing year, which is the setup, not a disqualifier.
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
- 12
- Benchmark
- SPY
- Status
- New
- 1Y model return
- +8.0%
Performance as of Jul 11, 2026.
Thesis narrative
The question
Is US natural gas priced as a shoulder-season commodity with a structural glut from Appalachian productivity, or as the feedstock for the largest coincident LNG export capacity build in the country's history meeting a domestic demand step-change from gas-fired generation serving AI data-center load?
Base rates
We start by naming the setup. This cohort has underperformed SPY over the trailing twelve months -- the index compounded near 28.6% while the gas-weighted basket was mixed, with several E&Ps in flat-to-negative territory. The screener dropped the one-year performance hurdle for this idea deliberately. The underperformance is the imputed-expectations gap: the market is pricing a continuation of the 2023-2024 Henry Hub malaise into a forward period in which the demand curve inflects through three independent channels.
The reference class is prior coincident supply-demand inflections in North American gas: the 1999-2001 power-generation build that pulled Henry Hub from $2 to $10, and the 2016-2019 first wave of US LNG exports that absorbed roughly 9 Bcf/d of domestic supply. Tolling operators with contracted capacity compounded revenue 12-20% annually for four-to-six years at utility-like multiples, while the upstream cohort traded in a wider band tied to strip.
The second-wave US LNG capacity coming online between 2025 and 2027 is roughly 10-12 Bcf/d of incremental feedgas demand -- Plaquemines Phases 1 and 2, Corpus Christi Stage 3, Rio Grande Phase 1, Port Arthur Phase 1, and Golden Pass. That is a 10-12% increase in total US dry gas demand on a single demand channel. The imputed price embedded in forward consensus is roughly $3.25-3.75/MMBtu Henry Hub through 2027. The incentive price to bring marginal Haynesville and Appalachian rigs back to sustaining activity is closer to $3.75-4.25. The forward curve does not clear the incentive curve at projected demand.
Why consensus is wrong
Consensus treats LNG as a feedgas tax on domestic price. In a contracted-tolling model -- which is what Cheniere runs -- the tolling fee and the liquefaction spread are decoupled from Henry Hub; LNG's cash flows compound regardless of where the front month prints. The market continues to price LNG Inc. closer to an upstream beta than a contracted-midstream quality name, and the multiple gap has widened rather than closed.
The second miss is data-center gas generation. The AI load-growth narrative has attached to nuclear and renewables in the sell-side; the near-term incremental generation that actually serves hyperscaler load is a gas-fired combined-cycle or peaker, because the interconnect queue for firm baseload is three-to-five years longer than the commissioning timeline of a gas unit. The utility names tied to gas-weighted generation -- Ameren in Missouri-Illinois and OGE in Oklahoma -- are pricing a flat load-growth scenario while their integrated resource plans already reflect double-digit incremental MW tied to data-center commitments.
Third, the Appalachian productivity narrative has already monetized. Takeaway capacity is constrained, the rig count is disciplined, and the marginal producer is no longer willing to hedge below the forward strip. When the binding constraint shifts from takeaway to well-level deliverability, the economics of the E&P improve because basis differentials tighten, not loosen.
Position construction
The book has one 20% anchor and four sub-books.
LNG tolling anchor (~20%). LNG at 20% is Cheniere -- the contracted tolling book at Sabine Pass and Corpus Christi, with Stage 3 trains commissioning through 2026 and Corpus Christi Mid-Scale trains behind them. Of every contracted name in the energy complex, this is the one whose cash flows most closely resemble a regulated midstream and whose market pricing still embeds an upstream multiple.
Appalachian and Haynesville E&P (~46.9%). EQT at ~18.8% is the largest US dry-gas producer with the deepest Appalachian inventory and the cleanest LNG-linked export exposure through a Southeast takeaway book. EXE at ~13.4% is the combined Chesapeake-Southwestern entity with the Haynesville footprint closest to Gulf Coast liquefaction. CTRA at ~9.7% is the Permian-Marcellus balance with a gas-weighted free-cash posture. AR at ~5.3% and RRC at ~4.8% are the Appalachian liquids-rich complement; AR's integrated midstream and C3+ exposure adds a price-flex lever that pure-dry-gas names lack.
Utility and data-center-linked generation (~21.1%). AEE at ~15.9% is the Missouri-Illinois integrated utility with the clearest data-center tariff filings and a gas-weighted generation stack. OGE at ~5.2% is the Oklahoma utility with growing data-center load and a rate base that compounds with gas-peaker additions.
LNG shipping and compression (~6.9%). GLNG at ~2.2% and FLNG at ~0.8% are the LNG shipping and FSRU specialists -- sized as optionality on fleet day rates. AROC at ~2.4% and KGS at ~1.7% are the gas-compression sub-tier; their revenue scales with throughput rather than price and they compound with every incremental Bcf/d of takeaway.
Asymmetric payoff
If the 2025-2027 LNG capacity wave commissions within six months of guided dates, data-center gas-peaker load adds 3-5 GW of incremental combined-cycle dispatch by late 2027, and Appalachian takeaway stays constrained, the weighted book returns roughly 18-28% annualized over three years. If Henry Hub prints below $2.75 for two consecutive summers, the book returns roughly -8% to -15%. If a second wave of data-center commitments moves a major utility's integrated resource plan to a gas-weighted stack, the right tail is 35-50% with multiple re-rating on the utility and LNG sleeves.
At 50% base, 30% bear, and 20% bull, expected value is roughly +10 to +16% annualized against an SPY base rate near +8%. The payoff is asymmetric because the tolling anchor and the utility sleeve truncate the bear case while the E&P cohort captures the strip upside if the demand math clears.
Three things that would change our mind
- Two or more of the 2025-2027 LNG projects slipping commissioning by more than nine months, with supplier-side causes suggesting the wave extends rather than lands, which would push the incremental feedgas call out past the window in which the E&P cohort can sustain current free-cash posture.
- FERC or DOE imposing a second pause on non-FTA LNG export authorizations with language indicating a durable policy shift rather than a temporary study, which would remove the forward contracting pipeline behind Port Arthur Phase 2 and CP2.
- Data-center load forecasts from PJM, MISO, and SPP revised downward by 30% or more in aggregate, indicating the hyperscaler demand curve is softer than utility integrated resource plans currently embed.
What we are explicitly NOT betting on
We are not betting on a specific Henry Hub price print. We are not betting on any single E&P maintaining rig cadence at current levels -- the 18.8%/13.4%/9.7% sizing of EQT/EXE/CTRA is deliberate to avoid single-operator execution risk. We are not betting on oil prices; the liquids-rich names are sized such that a $60 crude print does not re-rate the basket. We are not betting on renewables displacement being slower or faster than current trajectories. We are not betting on a specific LNG project sponsor winning FID on an expansion train. The thesis requires only that the contracted LNG tolling backlog compounds, that data-center load grows into a gas-weighted stack, and that takeaway stays a binding constraint on Appalachian basis. All three are strictly weaker claims than picking a Henry Hub target.
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.
| Name | Symbol | Model weight |
|---|---|---|
| Archrock, Inc. | AROC | 2.37% |
| Kodiak Gas Services, Inc. | KGS | 1.70% |
| Golar LNG Limited | GLNG | 2.21% |
| FLEX LNG Ltd. | FLNG | 0.76% |
| Cheniere Energy, Inc. | LNG | 20.00% |
| EQT Corporation | EQT | 18.78% |
| Ameren Corporation | AEE | 15.88% |
| Expand Energy Corporation | EXE | 13.35% |
| Coterra Energy Inc. | CTRA | 9.68% |
| Antero Resources Corporation | AR | 5.29% |
| OGE Energy Corp. | OGE | 5.21% |
| Range Resources Corporation | RRC | 4.77% |
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 | 0.9832x | 0.9957x |
| Jul 16, 2025 | 0.9833x | 0.9991x |
| Jul 17, 2025 | 0.9848x | 1.0052x |
| Jul 18, 2025 | 1.0006x | 1.0044x |
| Jul 21, 2025 | 0.9424x | 1.0063x |
| Jul 22, 2025 | 0.9484x | 1.0065x |
| Jul 23, 2025 | 0.9371x | 1.0150x |
| Jul 24, 2025 | 0.9510x | 1.0154x |
| Jul 25, 2025 | 0.9396x | 1.0197x |
| Jul 28, 2025 | 0.9394x | 1.0194x |
| Jul 29, 2025 | 0.9589x | 1.0167x |
| Jul 30, 2025 | 0.9650x | 1.0154x |
| Jul 31, 2025 | 0.9741x | 1.0116x |
| Aug 1, 2025 | 0.9615x | 0.9951x |
| Aug 4, 2025 | 0.9642x | 1.0102x |
| Aug 5, 2025 | 0.9611x | 1.0051x |
| Aug 6, 2025 | 0.9576x | 1.0128x |
| Aug 7, 2025 | 0.9535x | 1.0119x |
| Aug 8, 2025 | 0.9475x | 1.0198x |
| Aug 11, 2025 | 0.9459x | 1.0178x |
| Aug 12, 2025 | 0.9423x | 1.0286x |
| Aug 13, 2025 | 0.9483x | 1.0321x |
| Aug 14, 2025 | 0.9475x | 1.0322x |
| Aug 15, 2025 | 0.9458x | 1.0298x |
| Aug 18, 2025 | 0.9273x | 1.0296x |
| Aug 19, 2025 | 0.9295x | 1.0240x |
| Aug 20, 2025 | 0.9419x | 1.0213x |
| Aug 21, 2025 | 0.9510x | 1.0172x |
| Aug 22, 2025 | 0.9514x | 1.0328x |
| Aug 25, 2025 | 0.9480x | 1.0283x |
| Aug 26, 2025 | 0.9580x | 1.0326x |
| Aug 27, 2025 | 0.9535x | 1.0349x |
| Aug 28, 2025 | 0.9614x | 1.0386x |
| Aug 29, 2025 | 0.9578x | 1.0324x |
| Sep 2, 2025 | 0.9622x | 1.0247x |
| Sep 3, 2025 | 0.9537x | 1.0303x |
| Sep 4, 2025 | 0.9575x | 1.0389x |
| Sep 5, 2025 | 0.9513x | 1.0359x |
| Sep 8, 2025 | 0.9383x | 1.0384x |
| Sep 9, 2025 | 0.9368x | 1.0408x |
| Sep 10, 2025 | 0.9491x | 1.0439x |
| Sep 11, 2025 | 0.9497x | 1.0525x |
| Sep 12, 2025 | 0.9502x | 1.0522x |
| Sep 15, 2025 | 0.9402x | 1.0578x |
| Sep 16, 2025 | 0.9434x | 1.0563x |
| Sep 17, 2025 | 0.9457x | 1.0550x |
| Sep 18, 2025 | 0.9403x | 1.0599x |
| Sep 19, 2025 | 0.9322x | 1.0622x |
| Sep 22, 2025 | 0.9365x | 1.0673x |
| Sep 23, 2025 | 0.9552x | 1.0615x |
| Sep 24, 2025 | 0.9718x | 1.0581x |
| Sep 25, 2025 | 0.9785x | 1.0532x |
| Sep 26, 2025 | 0.9853x | 1.0592x |
| Sep 29, 2025 | 0.9856x | 1.0622x |
| Sep 30, 2025 | 0.9863x | 1.0662x |
| Oct 1, 2025 | 0.9969x | 1.0698x |
| Oct 2, 2025 | 0.9836x | 1.0711x |
| Oct 3, 2025 | 0.9861x | 1.0711x |
| Oct 6, 2025 | 0.9954x | 1.0749x |
| Oct 7, 2025 | 1.0018x | 1.0709x |
| Oct 8, 2025 | 0.9993x | 1.0773x |
| Oct 9, 2025 | 0.9803x | 1.0742x |
| Oct 10, 2025 | 0.9560x | 1.0451x |
| Oct 13, 2025 | 0.9632x | 1.0612x |
| Oct 14, 2025 | 0.9586x | 1.0599x |
| Oct 15, 2025 | 0.9724x | 1.0646x |
| Oct 16, 2025 | 0.9463x | 1.0573x |
| Oct 17, 2025 | 0.9537x | 1.0633x |
| Oct 20, 2025 | 0.9781x | 1.0744x |
| Oct 21, 2025 | 0.9743x | 1.0744x |
| Oct 22, 2025 | 0.9667x | 1.0688x |
| Oct 23, 2025 | 0.9675x | 1.0751x |
| Oct 24, 2025 | 0.9648x | 1.0839x |
| Oct 27, 2025 | 0.9684x | 1.0967x |
| Oct 28, 2025 | 0.9498x | 1.0996x |
| Oct 29, 2025 | 0.9373x | 1.1002x |
| Oct 30, 2025 | 0.9388x | 1.0881x |
| Oct 31, 2025 | 0.9489x | 1.0916x |
| Nov 3, 2025 | 0.9704x | 1.0937x |
| Nov 4, 2025 | 0.9730x | 1.0807x |
| Nov 5, 2025 | 0.9690x | 1.0845x |
| Nov 6, 2025 | 0.9752x | 1.0728x |
| Nov 7, 2025 | 0.9897x | 1.0739x |
| Nov 10, 2025 | 0.9999x | 1.0906x |
| Nov 11, 2025 | 1.0167x | 1.0931x |
| Nov 12, 2025 | 1.0155x | 1.0937x |
| Nov 13, 2025 | 1.0069x | 1.0756x |
| Nov 14, 2025 | 1.0102x | 1.0754x |
| Nov 17, 2025 | 1.0031x | 1.0654x |
| Nov 18, 2025 | 1.0025x | 1.0564x |
| Nov 19, 2025 | 0.9967x | 1.0605x |
| Nov 20, 2025 | 0.9788x | 1.0444x |
| Nov 21, 2025 | 0.9826x | 1.0548x |
| Nov 24, 2025 | 0.9891x | 1.0703x |
| Nov 25, 2025 | 0.9858x | 1.0804x |
| Nov 26, 2025 | 1.0043x | 1.0878x |
| Nov 28, 2025 | 1.0226x | 1.0938x |
| Dec 1, 2025 | 1.0158x | 1.0888x |
| Dec 2, 2025 | 0.9960x | 1.0908x |
| Dec 3, 2025 | 1.0182x | 1.0946x |
| Dec 4, 2025 | 1.0135x | 1.0954x |
| Dec 5, 2025 | 1.0123x | 1.0974x |
| Dec 8, 2025 | 0.9911x | 1.0941x |
| Dec 9, 2025 | 0.9870x | 1.0932x |
| Dec 10, 2025 | 0.9755x | 1.1004x |
| Dec 11, 2025 | 0.9620x | 1.1030x |
| Dec 12, 2025 | 0.9548x | 1.0911x |
| Dec 15, 2025 | 0.9518x | 1.0895x |
| Dec 16, 2025 | 0.9312x | 1.0865x |
| Dec 17, 2025 | 0.9454x | 1.0746x |
| Dec 18, 2025 | 0.9377x | 1.0827x |
| Dec 19, 2025 | 0.9388x | 1.0893x |
| Dec 22, 2025 | 0.9384x | 1.0961x |
| Dec 23, 2025 | 0.9528x | 1.1011x |
| Dec 24, 2025 | 0.9448x | 1.1049x |
| Dec 26, 2025 | 0.9440x | 1.1048x |
| Dec 29, 2025 | 0.9564x | 1.1009x |
| Dec 30, 2025 | 0.9613x | 1.0996x |
| Dec 31, 2025 | 0.9523x | 1.0914x |
| Jan 2, 2026 | 0.9579x | 1.0934x |
| Jan 5, 2026 | 0.9462x | 1.1007x |
| Jan 6, 2026 | 0.9375x | 1.1072x |
| Jan 7, 2026 | 0.9441x | 1.1037x |
| Jan 8, 2026 | 0.9352x | 1.1036x |
| Jan 9, 2026 | 0.9223x | 1.1108x |
| Jan 12, 2026 | 0.9281x | 1.1126x |
| Jan 13, 2026 | 0.9320x | 1.1104x |
| Jan 14, 2026 | 0.9331x | 1.1049x |
| Jan 15, 2026 | 0.9351x | 1.1079x |
| Jan 16, 2026 | 0.9449x | 1.1070x |
| Jan 20, 2026 | 0.9542x | 1.0845x |
| Jan 21, 2026 | 0.9841x | 1.0970x |
| Jan 22, 2026 | 0.9829x | 1.1027x |
| Jan 23, 2026 | 0.9852x | 1.1031x |
| Jan 26, 2026 | 0.9952x | 1.1087x |
| Jan 27, 2026 | 0.9838x | 1.1131x |
| Jan 28, 2026 | 0.9937x | 1.1130x |
| Jan 30, 2026 | 1.0156x | 1.1075x |
| Feb 2, 2026 | 0.9828x | 1.1130x |
| Feb 3, 2026 | 0.9993x | 1.1036x |
| Feb 4, 2026 | 1.0095x | 1.0982x |
| Feb 5, 2026 | 1.0075x | 1.0845x |
| Feb 6, 2026 | 1.0223x | 1.1053x |
| Feb 9, 2026 | 1.0126x | 1.1107x |
| Feb 10, 2026 | 1.0135x | 1.1077x |
| Feb 11, 2026 | 1.0294x | 1.1075x |
| Feb 12, 2026 | 1.0286x | 1.0904x |
| Feb 13, 2026 | 1.0464x | 1.0911x |
| Feb 17, 2026 | 1.0361x | 1.0929x |
| Feb 18, 2026 | 1.0384x | 1.0984x |
| Feb 19, 2026 | 1.0582x | 1.0955x |
| Feb 20, 2026 | 1.0683x | 1.1034x |
| Feb 23, 2026 | 1.0508x | 1.0922x |
| Feb 24, 2026 | 1.0464x | 1.1001x |
| Feb 25, 2026 | 1.0538x | 1.1094x |
| Feb 26, 2026 | 1.0691x | 1.1032x |
| Feb 27, 2026 | 1.0918x | 1.0979x |
| Mar 2, 2026 | 1.1124x | 1.0985x |
| Mar 3, 2026 | 1.1058x | 1.0889x |
| Mar 4, 2026 | 1.1067x | 1.0965x |
| Mar 5, 2026 | 1.1084x | 1.0904x |
| Mar 6, 2026 | 1.1136x | 1.0761x |
| Mar 9, 2026 | 1.1120x | 1.0856x |
| Mar 10, 2026 | 1.0940x | 1.0838x |
| Mar 11, 2026 | 1.1163x | 1.0825x |
| Mar 12, 2026 | 1.1253x | 1.0660x |
| Mar 13, 2026 | 1.1269x | 1.0600x |
| Mar 16, 2026 | 1.1313x | 1.0708x |
| Mar 17, 2026 | 1.1325x | 1.0736x |
| Mar 18, 2026 | 1.1415x | 1.0586x |
| Mar 19, 2026 | 1.1692x | 1.0560x |
| Mar 20, 2026 | 1.1584x | 1.0380x |
| Mar 23, 2026 | 1.1690x | 1.0489x |
| Mar 24, 2026 | 1.1884x | 1.0454x |
| Mar 25, 2026 | 1.1980x | 1.0512x |
| Mar 26, 2026 | 1.1992x | 1.0325x |
| Mar 27, 2026 | 1.2138x | 1.0149x |
| Mar 30, 2026 | 1.1938x | 1.0115x |
| Mar 31, 2026 | 1.1754x | 1.0409x |
| Apr 1, 2026 | 1.1471x | 1.0487x |
| Apr 2, 2026 | 1.1486x | 1.0496x |
| Apr 6, 2026 | 1.1535x | 1.0546x |
| Apr 7, 2026 | 1.1542x | 1.0551x |
| Apr 8, 2026 | 1.1384x | 1.0819x |
| Apr 9, 2026 | 1.1274x | 1.0882x |
| Apr 10, 2026 | 1.1209x | 1.0875x |
| Apr 13, 2026 | 1.1063x | 1.0981x |
| Apr 14, 2026 | 1.0907x | 1.1115x |
| Apr 15, 2026 | 1.0878x | 1.1202x |
| Apr 16, 2026 | 1.1076x | 1.1230x |
| Apr 17, 2026 | 1.0899x | 1.1366x |
| Apr 20, 2026 | 1.0832x | 1.1343x |
| Apr 21, 2026 | 1.0852x | 1.1269x |
| Apr 22, 2026 | 1.1014x | 1.1383x |
| Apr 23, 2026 | 1.1097x | 1.1339x |
| Apr 24, 2026 | 1.1075x | 1.1427x |
| Apr 27, 2026 | 1.1113x | 1.1446x |
| Apr 28, 2026 | 1.1255x | 1.1391x |
| Apr 29, 2026 | 1.1401x | 1.1389x |
| Apr 30, 2026 | 1.1561x | 1.1502x |
| May 1, 2026 | 1.1403x | 1.1534x |
| May 4, 2026 | 1.1461x | 1.1492x |
| May 5, 2026 | 1.1399x | 1.1584x |
| May 6, 2026 | 1.1031x | 1.1745x |
| May 7, 2026 | 1.0816x | 1.1709x |
| May 8, 2026 | 1.0705x | 1.1806x |
| May 11, 2026 | 1.0797x | 1.1832x |
| May 12, 2026 | 1.0797x | 1.1814x |
| May 13, 2026 | 1.0735x | 1.1881x |
| May 14, 2026 | 1.0817x | 1.1974x |
| May 15, 2026 | 1.0770x | 1.1830x |
| May 18, 2026 | 1.0954x | 1.1822x |
| May 19, 2026 | 1.1128x | 1.1743x |
| May 20, 2026 | 1.0936x | 1.1864x |
| May 21, 2026 | 1.0853x | 1.1887x |
| May 22, 2026 | 1.0900x | 1.1934x |
| May 26, 2026 | 1.0670x | 1.2013x |
| May 27, 2026 | 1.0515x | 1.2011x |
| May 28, 2026 | 1.0468x | 1.2077x |
| May 29, 2026 | 1.0353x | 1.2107x |
| Jun 1, 2026 | 1.0339x | 1.2140x |
| Jun 2, 2026 | 1.0442x | 1.2157x |
| Jun 3, 2026 | 1.0414x | 1.2072x |
| Jun 4, 2026 | 1.0584x | 1.2117x |
| Jun 5, 2026 | 1.0470x | 1.1804x |
| Jun 8, 2026 | 1.0351x | 1.1831x |
| Jun 9, 2026 | 1.0340x | 1.1796x |
| Jun 10, 2026 | 1.0403x | 1.1610x |
| Jun 11, 2026 | 1.0255x | 1.1808x |
| Jun 12, 2026 | 1.0378x | 1.1872x |
| Jun 15, 2026 | 1.0233x | 1.2081x |
| Jun 16, 2026 | 1.0221x | 1.2009x |
| Jun 17, 2026 | 1.0150x | 1.1859x |
| Jun 18, 2026 | 1.0082x | 1.1951x |
| Jun 22, 2026 | 1.0249x | 1.1914x |
| Jun 23, 2026 | 1.0344x | 1.1741x |
| Jun 24, 2026 | 1.0315x | 1.1735x |
| Jun 25, 2026 | 1.0408x | 1.1752x |
| Jun 26, 2026 | 1.0620x | 1.1667x |
| Jun 29, 2026 | 1.0489x | 1.1860x |
| Jun 30, 2026 | 1.0550x | 1.1952x |
| Jul 1, 2026 | 1.0497x | 1.1936x |
| Jul 2, 2026 | 1.0596x | 1.1920x |
| Jul 6, 2026 | 1.0458x | 1.2024x |
| Jul 7, 2026 | 1.0629x | 1.1967x |
| Jul 8, 2026 | 1.0645x | 1.1930x |
| Jul 9, 2026 | 1.0525x | 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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