Longevity Healthcare model basket
Medical Devices
A concentrated book of device platforms whose razor-and-blade economics are priced as one-off launches.
What is the thesis for Medical Devices?
We own the structural heart, surgical robotics, orthopedics, electrophysiology, and continuous glucose platforms whose installed bases generate high-margin consumables for a decade after the capital sale. The thesis rests on a simple observation: the sector has underperformed SPY badly over the trailing twelve months, and the drawdown compresses multiples on businesses whose recurring revenue profile is closer to software than to medtech.
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
- 10
- Benchmark
- SPY
- Status
- New
- 1Y model return
- -26.5%
Performance as of Jul 11, 2026.
Thesis narrative
The question
Is the medical device platform universe priced as a cyclical capital-equipment basket exposed to hospital capex cycles and GLP-1 procedure substitution fears, or as a collection of razor-and-blade franchises whose installed bases produce 70-80% gross margin consumables on a ten-to-fifteen year utilization tail?
Base rates
The reference class is installed-base medical platforms across three prior cycles: cardiac rhythm management (1990-2010), minimally invasive surgery (2005-present), and continuous glucose monitoring (2016-present). In each case, the capital placement preceded consumable revenue by 12-24 months, consumables compounded at 12-18% annually for a decade after peak placements, and gross margins on the consumable stream ran 15-25 points above the capital. The equity base rate for diversified device baskets during installed-base harvest years has been roughly the 75th percentile of healthcare sub-sectors, with beta to hospital admissions near 0.4 and beta to SPY near 0.8.
The trailing-twelve-month data on this book is unambiguous: ABT is down roughly 21%, BSX down 32%, BAX down 37%, PODD down 21%, and DXCM down 7%. The SPX compounded a double-digit gain over the same window. Healthcare's underperformance is the setup, not a reason to stay away. The imputed expectation embedded in current multiples is that procedure volumes step down 8-12% and margins compress 200-300 basis points on a permanent basis. That is the bear case priced as a base case.
The reference class for a post-drawdown medtech entry is 2016-2017, when the basket de-rated on drug-pricing overhang and proceeded to compound above-market for the next four years once the narrative overhang cleared without the fundamentals deteriorating. Procedure volumes in structural heart, electrophysiology, and robotics are currently running above pre-pandemic trend, not below.
Why consensus is wrong
The sell-side has modeled GLP-1-driven procedure substitution as a linear subtraction from the surgical and orthopedic book. The emerging real-world evidence cuts the other way: GLP-1 patients remain on therapy for cardio-metabolic indications while presenting for elective joint replacement, cardiac ablation, and TAVR at rates that are flat-to-higher than the non-GLP-1 cohort because risk-adjusted surgical candidacy improves as weight comes off. The net effect on SYK's joints franchise, BSX's Watchman and Farapulse book, and EW's TAVR volumes is neutral-to-positive, not negative.
The second miss is the consumables arithmetic. ISRG places a da Vinci system once and sells instruments and accessories for the next ten years at roughly 70% gross margin. BSX placed Farapulse into the electrophysiology labs over 2024-2025; the consumable tail from that placement has not yet shown up in the income statement at scale. SYK's Mako robotic system is on the same curve. The market is extrapolating capital placement growth while ignoring that the consumable base is compounding off a larger installed footprint.
Third, DXCM and PODD are being priced as if GLP-1s reduce CGM and pump utilization. The Type 1 diabetes population is structurally separate from the GLP-1 addressable market, and the Type 2 intensive-insulin cohort that uses both categories is expanding, not contracting. The imputed substitution is not in the claims data.
Position construction
The book has four 20% anchors, a structural heart and CGM sleeve, and a small-cap optionality tail.
Installed-base anchors (~80%). ABT at ~20% is the CGM, structural heart, and diagnostics composite -- Libre is the highest-utilization consumable in the book and the multiple has compressed alongside the sector. ISRG at 20% is the purest razor-and-blade in medtech; instrument and accessory revenue per procedure is still expanding as fourth-generation platforms roll through the installed base. BSX at 20% is the electrophysiology and structural heart play after the worst drawdown in the book; Farapulse unit economics are only beginning to show up on a full-year basis. SYK at 20% is the orthopedic robotics and trauma franchise whose Mako-driven share shift in knees and hips runs for another five-plus years.
Structural heart and CGM extension (~16.2%). EW at ~7.7% is the TAVR pure-play that has held up on a trailing-year basis and whose EARLY TAVR expansion moves the addressable population meaningfully. DXCM at ~4.6% and PODD at ~3.9% are the continuous glucose and patch-pump franchises where GLP-1 fear has compressed multiples out of proportion to Type 1 and intensive-insulin volume trends.
Hospital essentials and optionality (~3.8%). BAX at ~2.1% is the hospital essentials and kidney care franchise at a distressed multiple after the worst trailing-year print in the book. TFX at ~1.0% is the interventional access and urology specialist mid-turnaround. TMDX at ~0.7% is the asymmetric position -- organ preservation and transport, the only position in the book with positive trailing-year performance and the only name whose addressable market is still sub-scale enough to compound above 25%.
Asymmetric payoff
If procedure volumes hold at current run-rate, consumable attach rates on the ISRG, BSX, and SYK installed bases continue to compound, and the GLP-1 substitution narrative resolves neutral-to-positive, the weighted book returns roughly 18-26% annualized over three years as multiples normalize. If hospital capex contracts sharply and procedure growth steps down 5-8%, the book returns roughly -5% to +5%. If Medicare site-of-service reimbursement shifts favor outpatient cardiac and orthopedic venues more aggressively than currently scheduled, the right tail is 30-45% with multiple expansion back to the 2021 band.
At 60% base, 25% bear, and 15% bull, expected value is roughly +13 to +18% annualized against an SPY base rate near +8%. The payoff is asymmetric because the trailing-year drawdown has already absorbed the bear-case multiple compression while the consumable tail on the installed base limits revenue damage even in a procedure down-cycle.
Three things that would change our mind
- CMS finalizing site-of-service neutrality in a form that cuts device reimbursement at the ASC and HOPD levels simultaneously, removing the cross-subsidy that supports outpatient procedure migration.
- Real-world claims data over two consecutive quarters showing GLP-1 initiation reduces orthopedic and cardiac procedure rates by more than 10% on a cohort-matched basis, confirming rather than refuting the substitution thesis.
- An ISRG fourth-generation cycle or BSX Farapulse rollout where consumable revenue per procedure declines on a same-installed-base basis -- the razor-and-blade relationship failing would invalidate the core framework.
What we're explicitly NOT betting on
We are NOT betting on a specific hospital capex recovery timeline; the consumables base compounds whether or not capital placements reaccelerate. We are NOT betting on any single product launch -- not a future da Vinci platform, not a specific BSX pipeline asset, not a Mako refresh. We are NOT betting on GLP-1 procedure substitution being zero; we are betting only that it is smaller than the multiple compression already reflects. We are NOT betting on a particular M&A outcome or a break-up of BAX. We are NOT betting on CGM reaching the non-diabetic wellness population at any specific penetration rate. The thesis requires only that procedure volumes stay near run-rate, consumable attach rates hold, and multiples normalize toward the trailing ten-year mean. Each is a weaker claim than picking the next platform winner, and the book is sized accordingly.
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 |
|---|---|---|
| Abbott Laboratories | ABT | 20.01% |
| Intuitive Surgical, Inc. | ISRG | 20.00% |
| Boston Scientific Corporation | BSX | 20.00% |
| Stryker Corporation | SYK | 20.00% |
| Edwards Lifesciences Corporation | EW | 7.69% |
| DexCom, Inc. | DXCM | 4.59% |
| Insulet Corporation | PODD | 3.94% |
| Baxter International Inc. | BAX | 2.08% |
| Teleflex Incorporated | TFX | 0.99% |
| TransMedics Group, Inc. | TMDX | 0.70% |
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 | 0.9930x | 0.9957x |
| Jul 16, 2025 | 0.9918x | 0.9991x |
| Jul 17, 2025 | 0.9770x | 1.0052x |
| Jul 18, 2025 | 0.9813x | 1.0044x |
| Jul 21, 2025 | 0.9797x | 1.0063x |
| Jul 22, 2025 | 0.9843x | 1.0065x |
| Jul 23, 2025 | 0.9953x | 1.0150x |
| Jul 24, 2025 | 0.9836x | 1.0154x |
| Jul 25, 2025 | 0.9976x | 1.0197x |
| Jul 28, 2025 | 0.9928x | 1.0194x |
| Jul 29, 2025 | 0.9996x | 1.0167x |
| Jul 30, 2025 | 1.0033x | 1.0154x |
| Jul 31, 2025 | 0.9737x | 1.0116x |
| Aug 1, 2025 | 0.9685x | 0.9951x |
| Aug 4, 2025 | 0.9773x | 1.0102x |
| Aug 5, 2025 | 0.9699x | 1.0051x |
| Aug 6, 2025 | 0.9612x | 1.0128x |
| Aug 7, 2025 | 0.9658x | 1.0119x |
| Aug 8, 2025 | 0.9727x | 1.0198x |
| Aug 11, 2025 | 0.9673x | 1.0178x |
| Aug 12, 2025 | 0.9709x | 1.0286x |
| Aug 13, 2025 | 0.9720x | 1.0321x |
| Aug 14, 2025 | 0.9741x | 1.0322x |
| Aug 15, 2025 | 0.9799x | 1.0298x |
| Aug 18, 2025 | 0.9773x | 1.0296x |
| Aug 19, 2025 | 0.9855x | 1.0240x |
| Aug 20, 2025 | 0.9966x | 1.0213x |
| Aug 21, 2025 | 0.9843x | 1.0172x |
| Aug 22, 2025 | 0.9974x | 1.0328x |
| Aug 25, 2025 | 0.9843x | 1.0283x |
| Aug 26, 2025 | 0.9913x | 1.0326x |
| Aug 27, 2025 | 0.9886x | 1.0349x |
| Aug 28, 2025 | 0.9872x | 1.0386x |
| Aug 29, 2025 | 0.9900x | 1.0324x |
| Sep 2, 2025 | 0.9876x | 1.0247x |
| Sep 3, 2025 | 0.9791x | 1.0303x |
| Sep 4, 2025 | 0.9897x | 1.0389x |
| Sep 5, 2025 | 0.9950x | 1.0359x |
| Sep 8, 2025 | 0.9951x | 1.0384x |
| Sep 9, 2025 | 0.9942x | 1.0408x |
| Sep 10, 2025 | 0.9676x | 1.0439x |
| Sep 11, 2025 | 0.9773x | 1.0525x |
| Sep 12, 2025 | 0.9699x | 1.0522x |
| Sep 15, 2025 | 0.9486x | 1.0578x |
| Sep 16, 2025 | 0.9480x | 1.0563x |
| Sep 17, 2025 | 0.9473x | 1.0550x |
| Sep 18, 2025 | 0.9496x | 1.0599x |
| Sep 19, 2025 | 0.9457x | 1.0622x |
| Sep 22, 2025 | 0.9493x | 1.0673x |
| Sep 23, 2025 | 0.9475x | 1.0615x |
| Sep 24, 2025 | 0.9419x | 1.0581x |
| Sep 25, 2025 | 0.9367x | 1.0532x |
| Sep 26, 2025 | 0.9386x | 1.0592x |
| Sep 29, 2025 | 0.9354x | 1.0622x |
| Sep 30, 2025 | 0.9423x | 1.0662x |
| Oct 1, 2025 | 0.9299x | 1.0698x |
| Oct 2, 2025 | 0.9345x | 1.0711x |
| Oct 3, 2025 | 0.9463x | 1.0711x |
| Oct 6, 2025 | 0.9391x | 1.0749x |
| Oct 7, 2025 | 0.9343x | 1.0709x |
| Oct 8, 2025 | 0.9445x | 1.0773x |
| Oct 9, 2025 | 0.9392x | 1.0742x |
| Oct 10, 2025 | 0.9208x | 1.0451x |
| Oct 13, 2025 | 0.9206x | 1.0612x |
| Oct 14, 2025 | 0.9308x | 1.0599x |
| Oct 15, 2025 | 0.9262x | 1.0646x |
| Oct 16, 2025 | 0.9244x | 1.0573x |
| Oct 17, 2025 | 0.9388x | 1.0633x |
| Oct 20, 2025 | 0.9544x | 1.0744x |
| Oct 21, 2025 | 0.9530x | 1.0744x |
| Oct 22, 2025 | 0.9935x | 1.0688x |
| Oct 23, 2025 | 0.9945x | 1.0751x |
| Oct 24, 2025 | 0.9893x | 1.0839x |
| Oct 27, 2025 | 1.0009x | 1.0967x |
| Oct 28, 2025 | 0.9906x | 1.0996x |
| Oct 29, 2025 | 0.9781x | 1.1002x |
| Oct 30, 2025 | 0.9730x | 1.0881x |
| Oct 31, 2025 | 0.9582x | 1.0916x |
| Nov 3, 2025 | 0.9613x | 1.0937x |
| Nov 4, 2025 | 0.9667x | 1.0807x |
| Nov 5, 2025 | 0.9626x | 1.0845x |
| Nov 6, 2025 | 0.9598x | 1.0728x |
| Nov 7, 2025 | 0.9673x | 1.0739x |
| Nov 10, 2025 | 0.9737x | 1.0906x |
| Nov 11, 2025 | 0.9871x | 1.0931x |
| Nov 12, 2025 | 0.9982x | 1.0937x |
| Nov 13, 2025 | 1.0011x | 1.0756x |
| Nov 14, 2025 | 0.9855x | 1.0754x |
| Nov 17, 2025 | 0.9780x | 1.0654x |
| Nov 18, 2025 | 0.9751x | 1.0564x |
| Nov 19, 2025 | 0.9771x | 1.0605x |
| Nov 20, 2025 | 0.9593x | 1.0444x |
| Nov 21, 2025 | 0.9801x | 1.0548x |
| Nov 24, 2025 | 0.9867x | 1.0703x |
| Nov 25, 2025 | 1.0026x | 1.0804x |
| Nov 26, 2025 | 1.0001x | 1.0878x |
| Nov 28, 2025 | 1.0014x | 1.0938x |
| Dec 1, 2025 | 0.9948x | 1.0888x |
| Dec 2, 2025 | 0.9848x | 1.0908x |
| Dec 3, 2025 | 0.9823x | 1.0946x |
| Dec 4, 2025 | 0.9819x | 1.0954x |
| Dec 5, 2025 | 0.9824x | 1.0974x |
| Dec 8, 2025 | 0.9587x | 1.0941x |
| Dec 9, 2025 | 0.9495x | 1.0932x |
| Dec 10, 2025 | 0.9550x | 1.1004x |
| Dec 11, 2025 | 0.9521x | 1.1030x |
| Dec 12, 2025 | 0.9542x | 1.0911x |
| Dec 15, 2025 | 0.9638x | 1.0895x |
| Dec 16, 2025 | 0.9605x | 1.0865x |
| Dec 17, 2025 | 0.9641x | 1.0746x |
| Dec 18, 2025 | 0.9672x | 1.0827x |
| Dec 19, 2025 | 0.9720x | 1.0893x |
| Dec 22, 2025 | 0.9788x | 1.0961x |
| Dec 23, 2025 | 0.9736x | 1.1011x |
| Dec 24, 2025 | 0.9750x | 1.1049x |
| Dec 26, 2025 | 0.9755x | 1.1048x |
| Dec 29, 2025 | 0.9724x | 1.1009x |
| Dec 30, 2025 | 0.9737x | 1.0996x |
| Dec 31, 2025 | 0.9662x | 1.0914x |
| Jan 2, 2026 | 0.9604x | 1.0934x |
| Jan 5, 2026 | 0.9678x | 1.1007x |
| Jan 6, 2026 | 0.9988x | 1.1072x |
| Jan 7, 2026 | 1.0001x | 1.1037x |
| Jan 8, 2026 | 0.9923x | 1.1036x |
| Jan 9, 2026 | 0.9909x | 1.1108x |
| Jan 12, 2026 | 0.9748x | 1.1126x |
| Jan 13, 2026 | 0.9640x | 1.1104x |
| Jan 14, 2026 | 0.9608x | 1.1049x |
| Jan 15, 2026 | 0.9529x | 1.1079x |
| Jan 16, 2026 | 0.9443x | 1.1070x |
| Jan 20, 2026 | 0.9437x | 1.0845x |
| Jan 21, 2026 | 0.9471x | 1.0970x |
| Jan 22, 2026 | 0.9264x | 1.1027x |
| Jan 23, 2026 | 0.9214x | 1.1031x |
| Jan 26, 2026 | 0.9293x | 1.1087x |
| Jan 27, 2026 | 0.9247x | 1.1131x |
| Jan 28, 2026 | 0.9196x | 1.1130x |
| Jan 30, 2026 | 0.9235x | 1.1075x |
| Feb 2, 2026 | 0.9176x | 1.1130x |
| Feb 3, 2026 | 0.9045x | 1.1036x |
| Feb 4, 2026 | 0.8698x | 1.0982x |
| Feb 5, 2026 | 0.8738x | 1.0845x |
| Feb 6, 2026 | 0.8767x | 1.1053x |
| Feb 9, 2026 | 0.8716x | 1.1107x |
| Feb 10, 2026 | 0.8774x | 1.1077x |
| Feb 11, 2026 | 0.8811x | 1.1075x |
| Feb 12, 2026 | 0.8651x | 1.0904x |
| Feb 13, 2026 | 0.8750x | 1.0911x |
| Feb 17, 2026 | 0.8864x | 1.0929x |
| Feb 18, 2026 | 0.8997x | 1.0984x |
| Feb 19, 2026 | 0.8918x | 1.0955x |
| Feb 20, 2026 | 0.8951x | 1.1034x |
| Feb 23, 2026 | 0.9005x | 1.0922x |
| Feb 24, 2026 | 0.8992x | 1.1001x |
| Feb 25, 2026 | 0.9022x | 1.1094x |
| Feb 26, 2026 | 0.9150x | 1.1032x |
| Feb 27, 2026 | 0.9172x | 1.0979x |
| Mar 2, 2026 | 0.9095x | 1.0985x |
| Mar 3, 2026 | 0.8992x | 1.0889x |
| Mar 4, 2026 | 0.8942x | 1.0965x |
| Mar 5, 2026 | 0.8825x | 1.0904x |
| Mar 6, 2026 | 0.8655x | 1.0761x |
| Mar 9, 2026 | 0.8771x | 1.0856x |
| Mar 10, 2026 | 0.8624x | 1.0838x |
| Mar 11, 2026 | 0.8566x | 1.0825x |
| Mar 12, 2026 | 0.8397x | 1.0660x |
| Mar 13, 2026 | 0.8326x | 1.0600x |
| Mar 16, 2026 | 0.8507x | 1.0708x |
| Mar 17, 2026 | 0.8574x | 1.0736x |
| Mar 18, 2026 | 0.8484x | 1.0586x |
| Mar 19, 2026 | 0.8399x | 1.0560x |
| Mar 20, 2026 | 0.8326x | 1.0380x |
| Mar 23, 2026 | 0.8296x | 1.0489x |
| Mar 24, 2026 | 0.8208x | 1.0454x |
| Mar 25, 2026 | 0.8247x | 1.0512x |
| Mar 26, 2026 | 0.8262x | 1.0325x |
| Mar 27, 2026 | 0.8084x | 1.0149x |
| Mar 30, 2026 | 0.7893x | 1.0115x |
| Mar 31, 2026 | 0.7970x | 1.0409x |
| Apr 1, 2026 | 0.7965x | 1.0487x |
| Apr 2, 2026 | 0.7953x | 1.0496x |
| Apr 6, 2026 | 0.7950x | 1.0546x |
| Apr 7, 2026 | 0.7921x | 1.0551x |
| Apr 8, 2026 | 0.8070x | 1.0819x |
| Apr 9, 2026 | 0.7968x | 1.0882x |
| Apr 10, 2026 | 0.7906x | 1.0875x |
| Apr 13, 2026 | 0.8020x | 1.0981x |
| Apr 14, 2026 | 0.8073x | 1.1115x |
| Apr 15, 2026 | 0.8077x | 1.1202x |
| Apr 16, 2026 | 0.7909x | 1.1230x |
| Apr 17, 2026 | 0.8057x | 1.1366x |
| Apr 20, 2026 | 0.7929x | 1.1343x |
| Apr 21, 2026 | 0.7690x | 1.1269x |
| Apr 22, 2026 | 0.7961x | 1.1383x |
| Apr 23, 2026 | 0.7958x | 1.1339x |
| Apr 24, 2026 | 0.7869x | 1.1427x |
| Apr 27, 2026 | 0.7808x | 1.1446x |
| Apr 28, 2026 | 0.7697x | 1.1391x |
| Apr 29, 2026 | 0.7482x | 1.1389x |
| Apr 30, 2026 | 0.7547x | 1.1502x |
| May 1, 2026 | 0.7415x | 1.1534x |
| May 4, 2026 | 0.7330x | 1.1492x |
| May 5, 2026 | 0.7308x | 1.1584x |
| May 6, 2026 | 0.7250x | 1.1745x |
| May 7, 2026 | 0.7320x | 1.1709x |
| May 8, 2026 | 0.7121x | 1.1806x |
| May 11, 2026 | 0.6933x | 1.1832x |
| May 12, 2026 | 0.7117x | 1.1814x |
| May 13, 2026 | 0.7095x | 1.1881x |
| May 14, 2026 | 0.7126x | 1.1974x |
| May 15, 2026 | 0.7095x | 1.1830x |
| May 18, 2026 | 0.7376x | 1.1822x |
| May 19, 2026 | 0.7459x | 1.1743x |
| May 20, 2026 | 0.7529x | 1.1864x |
| May 21, 2026 | 0.7469x | 1.1887x |
| May 22, 2026 | 0.7504x | 1.1934x |
| May 26, 2026 | 0.7478x | 1.2013x |
| May 27, 2026 | 0.7147x | 1.2011x |
| May 28, 2026 | 0.7141x | 1.2077x |
| May 29, 2026 | 0.7108x | 1.2107x |
| Jun 1, 2026 | 0.7085x | 1.2140x |
| Jun 2, 2026 | 0.6982x | 1.2157x |
| Jun 3, 2026 | 0.6998x | 1.2072x |
| Jun 4, 2026 | 0.7185x | 1.2117x |
| Jun 5, 2026 | 0.7217x | 1.1804x |
| Jun 8, 2026 | 0.7195x | 1.1831x |
| Jun 9, 2026 | 0.7345x | 1.1796x |
| Jun 10, 2026 | 0.7178x | 1.1610x |
| Jun 11, 2026 | 0.7136x | 1.1808x |
| Jun 12, 2026 | 0.7129x | 1.1872x |
| Jun 15, 2026 | 0.7134x | 1.2081x |
| Jun 16, 2026 | 0.7189x | 1.2009x |
| Jun 17, 2026 | 0.6960x | 1.1859x |
| Jun 18, 2026 | 0.7038x | 1.1951x |
| Jun 22, 2026 | 0.6927x | 1.1914x |
| Jun 23, 2026 | 0.7055x | 1.1741x |
| Jun 24, 2026 | 0.7072x | 1.1735x |
| Jun 25, 2026 | 0.7119x | 1.1752x |
| Jun 26, 2026 | 0.7240x | 1.1667x |
| Jun 29, 2026 | 0.7193x | 1.1860x |
| Jun 30, 2026 | 0.7005x | 1.1952x |
| Jul 1, 2026 | 0.7086x | 1.1936x |
| Jul 2, 2026 | 0.7390x | 1.1920x |
| Jul 6, 2026 | 0.7395x | 1.2024x |
| Jul 7, 2026 | 0.7433x | 1.1967x |
| Jul 8, 2026 | 0.7331x | 1.1930x |
| Jul 9, 2026 | 0.7303x | 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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