Longevity Healthcare model basket

Oncology Platforms

Large-cap pharma oncology franchises trading at a discount that already assumes successor failure.

What is the thesis for Oncology Platforms?

We own the diversified oncology and specialty-pharma cohort whose multiples embed a near-worst-case outcome for immuno-oncology franchise succession. The thesis rests on reference-class evidence that major IO and targeted-therapy programs generate successor molecules at rates well above the consensus-implied probability, and that big-cap pharma balance sheets absorb patent-cliff risk with ample room for continued capital return.

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
+49.3%

Performance as of Sep 9, 2026.

Thesis narrative

The question

Are big-cap pharma oncology franchises priced for a successful succession off the 2028-2030 Keytruda cliff, or for a near-total revenue gap with no offset from the subcutaneous reformulation, combination label extensions, or the successor IO and ADC pipelines?

Base rates

Healthcare has trailed SPY materially over the trailing twelve months, and large-cap pharma has been the worst-performing sector cohort within healthcare. The gap is the opportunity, not the warning. The reference class is prior blockbuster patent cliffs where the incumbent franchise holder owned the successor molecule or reformulation: Lipitor to Crestor-era statin succession, Humira to IL-23 and IL-17 class succession, and Gleevec to second-generation TKIs. In each case, the incumbent lost thirty to fifty percent of peak revenue on the core molecule and retained sixty to eighty percent of peak franchise economics through reformulation, combination, and successor label.

The relevant conditional probability is that a sponsor with an approved anti-PD-1 backbone and an active ADC or bispecific combination program will generate at least one successor approval within the thirty-six months surrounding loss of exclusivity. Across the last two decades of oncology data, that conditional probability has been roughly sixty-five to seventy-five percent. The consensus discount embedded in Merck's current multiple implies a probability closer to twenty-five percent.

For the basket, median forward P/E sits roughly four turns below the fifteen-year median, dividend coverage is intact, and free-cash-flow conversion remains above eighty percent across all seven large-cap holdings. The base rate for a diversified pharma basket at a four-turn discount with intact coverage and visible pipeline is a low-teens three-year annualized total return, versus high-single-digits for the market.

Why consensus is wrong

The sell-side oncology model is built around single-asset succession probabilities applied independently. That structure understates the franchise economics in two ways.

First, Keytruda's subcutaneous reformulation, if approved on the current timeline, retains a meaningful share of the injectable franchise through post-2028 formulation exclusivity. The market is modeling a binary cliff; the actual outcome is a staircase. Staircases are worth substantially more than cliffs in a DCF, and the re-rating when the timeline becomes visible to the sell-side is mechanical.

Second, combination-with-successor labels are a well-established path to extend franchise economics. AstraZeneca's Tagrisso-plus-chemo, Merck's Keytruda-plus-Lynparza, and Bristol's Opdualag all demonstrate that the incumbent franchise holder has structural advantages in combination development: real-world data on the backbone, established prescriber relationships, and commercial infrastructure. The probability of at least one major combination approval extending franchise economics past 2030 is substantially higher than the probability applied to any individual successor asset.

Third, the ADC and bispecific pipelines at AstraZeneca, Johnson & Johnson, and Merck have advanced far enough that several readouts in 2026-2027 will force a re-rating regardless of Keytruda timing. The market has priced those readouts as low-probability binary events; the clinical data support a higher base rate for at least one approval across the cohort.

Position construction

The book has three twenty-percent anchors and two sub-books.

Anchors. Johnson & Johnson at twenty percent captures the broadest oncology franchise exposure across Darzalex, Carvykti, and the emerging bispecific pipeline, with the consumer-health separation providing a cleaner pharma-only valuation look. AstraZeneca at twenty percent is the purest ADC play at scale -- Enhertu, Datroway, and the broader Daiichi partnership produce the strongest pipeline depth in the cohort. Novartis at twenty percent owns Pluvicto, Kisqali, and a focused radiopharmaceutical build-out that is still under-appreciated by the market.

Core large-cap, roughly twenty-five percent. Merck at ~17.0% is the central Keytruda-succession position; Bristol-Myers Squibb at ~7.1% adds Opdivo, Breyanzi, and a cardiovascular-adjacent pipeline at the steepest discount in the basket.

Diversifiers and specialty, roughly fifteen percent. Vertex at ~8.6% is the cystic-fibrosis monopoly and emerging pain and nephrology expansion, uncorrelated to IO dynamics. Takeda at ~3.6% adds a hematology and rare-disease franchise with a dividend floor. Neurocrine at ~1.1%, Jazz at ~0.7%, Exelixis at ~0.9%, and Roivant at ~1.0% are specialty-pharma positions with their own catalysts. Denali at ~0.2% is a small asymmetric exposure to neurodegeneration.

Asymmetric payoff

If Keytruda subcutaneous is approved on timeline and at least one ADC or combination label expansion clears in the basket over the next eighteen months, the book returns roughly 15-24% annualized over three years as the multiple re-rates toward the fifteen-year median. If the Keytruda cliff plays out closer to consensus and two or more pipeline assets fail, the book returns roughly -2% to +4% with dividend income absorbing most of the multiple pressure. If radiopharma or ADC data read through to a category-wide re-rating, the right tail is 28-38%.

At a 55% base, 25% bear, 20% bull weighting, expected value is roughly +12 to +16% annualized against an SPY base rate near +8%. The asymmetry comes from the fact that the current multiple already assumes the bear case.

Three things that would change our mind

  1. The FDA declining to approve the Keytruda subcutaneous reformulation or issuing a narrow label that caps pricing parity with the IV form, which would convert the staircase back into a cliff.
  2. Two or more top-ten ADC or bispecific pipeline readouts in the basket reading out below their Phase 2 efficacy benchmarks by more than thirty percent on the primary endpoint, indicating the successor probability we are betting on is materially below the historical base rate.
  3. A durable change in IRA-driven pricing rules that extends negotiation to the first nine years of branded exclusivity rather than the current window, which would compress franchise economics on every molecule in the book simultaneously.

What we're explicitly NOT betting on

We are not betting on a single molecule approval or a single readout. We are not betting on a specific M&A target being acquired at a specific premium. We are not betting on cell and gene therapy economics improving on the current trajectory -- that is a separate idea with different reference classes. We are not betting on small-cap biotech re-rating broadly; the XBI-cohort recovery is not the claim. The thesis requires only that the implied successor probability embedded in large-cap pharma multiples compresses toward the long-run reference class. That is a narrower claim than picking winners, and the book is sized for it.

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
Johnson & JohnsonJNJ19.99%
AstraZeneca PLCAZN20.00%
Novartis AGNVS20.00%
Merck & Co., Inc.MRK16.99%
Vertex Pharmaceuticals IncorporatedVRTX8.57%
Bristol-Myers Squibb CompanyBMY7.12%
Takeda Pharmaceutical Company LimitedTAK3.56%
Denali Therapeutics Inc.DNLI0.20%
Neurocrine Biosciences, Inc.NBIX1.11%
Roivant Sciences Ltd.ROIV0.95%
Exelixis, Inc.EXEL0.85%
Jazz Pharmaceuticals plcJAZZ0.66%

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 9, 2026.

Total Return

+49.3%

SPY +18.4%

Ann. Return

+50.3%

SPY +18.8%

Ann. Vol

29.8%

SPY 12.9%

Sharpe

1.69

SPY 1.46

Max Drawdown

-11.5%

SPY -9.1%

Alpha vs SPY

+42.9%

hit rate 48.8%

Performance as of Sep 9, 2026.

Rolling Performance vs Benchmark

Portfolio Holdings

Holding
Weight
Country
Exchange
Sector
Industry
Mkt Cap
Price
1Y
1Y Trend
AZN
AZNAstraZeneca PLC
20.0%
NVS
NVSNovartis AG
20.0%
JNJ
JNJJohnson & Johnson
20.0%
MRK
MRKMerck & Co., Inc.
17.0%
VRTX
VRTXVertex Pharmaceuticals Incorporated
8.6%
BMY
BMYBristol-Myers Squibb Company
7.1%
TAK
TAKTakeda Pharmaceutical Company Limited
3.6%
NBIX
NBIXNeurocrine Biosciences, Inc.
1.1%
ROIV
ROIVRoivant Sciences Ltd.
0.9%
EXEL
EXELExelixis, Inc.
0.8%
JAZZ
JAZZJazz Pharmaceuticals plc
0.7%
DNLI
DNLIDenali Therapeutics Inc.
0.2%

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 9, 2026.

DateModel basket wealth indexSPY
Sep 10, 20251.0000x1.0000x
Sep 11, 20251.0132x1.0083x
Sep 12, 20250.9955x1.0080x
Sep 15, 20250.9830x1.0133x
Sep 16, 20250.9793x1.0119x
Sep 17, 20250.9836x1.0107x
Sep 18, 20250.9766x1.0154x
Sep 19, 20250.9791x1.0176x
Sep 22, 20250.9784x1.0224x
Sep 23, 20250.9708x1.0169x
Sep 24, 20250.9662x1.0136x
Sep 25, 20250.9617x1.0090x
Sep 26, 20250.9659x1.0147x
Sep 29, 20250.9708x1.0176x
Sep 30, 20250.9982x1.0214x
Oct 1, 20251.0413x1.0249x
Oct 2, 20251.0393x1.0261x
Oct 3, 20251.0501x1.0261x
Oct 6, 20251.0501x1.0297x
Oct 7, 20251.0448x1.0259x
Oct 8, 20251.0489x1.0320x
Oct 9, 20251.0463x1.0291x
Oct 10, 20251.0363x1.0012x
Oct 13, 20251.0339x1.0166x
Oct 14, 20251.0353x1.0154x
Oct 15, 20251.0324x1.0199x
Oct 16, 20251.0353x1.0129x
Oct 17, 20251.0445x1.0187x
Oct 20, 20251.0439x1.0293x
Oct 21, 20251.0494x1.0293x
Oct 22, 20251.0504x1.0239x
Oct 23, 20251.0481x1.0300x
Oct 24, 20251.0387x1.0384x
Oct 27, 20251.0385x1.0506x
Oct 28, 20251.0247x1.0534x
Oct 29, 20251.0152x1.0539x
Oct 30, 20251.0233x1.0423x
Oct 31, 20251.0275x1.0458x
Nov 3, 20251.0150x1.0477x
Nov 4, 20251.0235x1.0353x
Nov 5, 20251.0265x1.0389x
Nov 6, 20251.0372x1.0278x
Nov 7, 20251.0324x1.0288x
Nov 10, 20251.0516x1.0448x
Nov 11, 20251.0775x1.0472x
Nov 12, 20251.0847x1.0478x
Nov 13, 20251.0895x1.0304x
Nov 14, 20251.0832x1.0302x
Nov 17, 20251.0889x1.0206x
Nov 18, 20251.0912x1.0121x
Nov 19, 20251.0902x1.0160x
Nov 20, 20251.0836x1.0005x
Nov 21, 20251.1035x1.0105x
Nov 24, 20251.1117x1.0253x
Nov 25, 20251.1398x1.0350x
Nov 26, 20251.1419x1.0421x
Nov 28, 20251.1357x1.0478x
Dec 1, 20251.1192x1.0430x
Dec 2, 20251.1215x1.0450x
Dec 3, 20251.1431x1.0486x
Dec 4, 20251.1361x1.0493x
Dec 5, 20251.1278x1.0513x
Dec 8, 20251.1203x1.0482x
Dec 9, 20251.1105x1.0473x
Dec 10, 20251.1255x1.0542x
Dec 11, 20251.1349x1.0567x
Dec 12, 20251.1428x1.0453x
Dec 15, 20251.1572x1.0437x
Dec 16, 20251.1473x1.0409x
Dec 17, 20251.1482x1.0294x
Dec 18, 20251.1441x1.0372x
Dec 19, 20251.1494x1.0435x
Dec 22, 20251.1614x1.0500x
Dec 23, 20251.1670x1.0548x
Dec 24, 20251.1777x1.0585x
Dec 26, 20251.1719x1.0584x
Dec 29, 20251.1772x1.0546x
Dec 30, 20251.1647x1.0534x
Dec 31, 20251.1543x1.0456x
Jan 2, 20261.0469x1.0475x
Jan 5, 20261.0417x1.0544x
Jan 6, 20261.0661x1.0607x
Jan 7, 20261.0761x1.0573x
Jan 8, 20261.0709x1.0572x
Jan 9, 20261.0691x1.0642x
Jan 12, 20261.0698x1.0659x
Jan 13, 20261.0729x1.0637x
Jan 14, 20261.0961x1.0585x
Jan 15, 20261.0838x1.0614x
Jan 16, 20261.0797x1.0605x
Jan 20, 20261.0677x1.0389x
Jan 21, 20261.0786x1.0509x
Jan 22, 20261.0804x1.0564x
Jan 23, 20261.0867x1.0568x
Jan 26, 20261.0947x1.0621x
Jan 27, 20261.1078x1.0664x
Jan 28, 20261.0957x1.0663x
Jan 30, 20261.3231x1.0610x
Feb 2, 20261.3432x1.0662x
Feb 3, 20261.3414x1.0572x
Feb 4, 20261.3623x1.0521x
Feb 5, 20261.3702x1.0390x
Feb 6, 20261.4030x1.0589x
Feb 9, 20261.3835x1.0640x
Feb 10, 20261.3902x1.0612x
Feb 11, 20261.4156x1.0609x
Feb 12, 20261.4209x1.0446x
Feb 13, 20261.4377x1.0453x
Feb 17, 20261.4451x1.0470x
Feb 18, 20261.4431x1.0523x
Feb 19, 20261.4445x1.0495x
Feb 20, 20261.4341x1.0571x
Feb 23, 20261.4487x1.0463x
Feb 24, 20261.4589x1.0539x
Feb 25, 20261.4528x1.0628x
Feb 26, 20261.4374x1.0569x
Feb 27, 20261.4716x1.0518x
Mar 2, 20261.4523x1.0524x
Mar 3, 20261.4329x1.0431x
Mar 4, 20261.4382x1.0505x
Mar 5, 20261.4010x1.0446x
Mar 6, 20261.3930x1.0309x
Mar 9, 20261.4073x1.0400x
Mar 10, 20261.4159x1.0383x
Mar 11, 20261.3986x1.0370x
Mar 12, 20261.3855x1.0212x
Mar 13, 20261.3771x1.0155x
Mar 16, 20261.3860x1.0258x
Mar 17, 20261.3799x1.0285x
Mar 18, 20261.3581x1.0141x
Mar 19, 20261.3555x1.0116x
Mar 20, 20261.3382x0.9944x
Mar 23, 20261.3445x1.0049x
Mar 24, 20261.3495x1.0015x
Mar 25, 20261.3728x1.0071x
Mar 26, 20261.3633x0.9891x
Mar 27, 20261.3620x0.9722x
Mar 30, 20261.3790x0.9690x
Mar 31, 20261.3995x0.9971x
Apr 1, 20261.4127x1.0046x
Apr 2, 20261.4077x1.0056x
Apr 6, 20261.3989x1.0103x
Apr 7, 20261.3839x1.0107x
Apr 8, 20261.4132x1.0365x
Apr 9, 20261.4154x1.0425x
Apr 10, 20261.4001x1.0418x
Apr 13, 20261.3950x1.0520x
Apr 14, 20261.4007x1.0648x
Apr 15, 20261.3871x1.0732x
Apr 16, 20261.3714x1.0758x
Apr 17, 20261.3932x1.0888x
Apr 20, 20261.3739x1.0866x
Apr 21, 20261.3459x1.0795x
Apr 22, 20261.3424x1.0905x
Apr 23, 20261.3471x1.0862x
Apr 24, 20261.3278x1.0946x
Apr 27, 20261.3135x1.0965x
Apr 28, 20261.3194x1.0912x
Apr 29, 20261.3108x1.0910x
Apr 30, 20261.3296x1.1019x
May 1, 20261.3214x1.1049x
May 4, 20261.3154x1.1009x
May 5, 20261.3137x1.1097x
May 6, 20261.3281x1.1251x
May 7, 20261.3122x1.1217x
May 8, 20261.3120x1.1310x
May 11, 20261.3097x1.1335x
May 12, 20261.3299x1.1318x
May 13, 20261.3497x1.1381x
May 14, 20261.3458x1.1471x
May 15, 20261.3253x1.1333x
May 18, 20261.3354x1.1325x
May 19, 20261.3442x1.1250x
May 20, 20261.3470x1.1365x
May 21, 20261.3627x1.1388x
May 22, 20261.3746x1.1433x
May 26, 20261.3593x1.1508x
May 27, 20261.3603x1.1506x
May 28, 20261.3615x1.1570x
May 29, 20261.3509x1.1599x
Jun 1, 20261.3164x1.1630x
Jun 2, 20261.3033x1.1646x
Jun 3, 20261.3035x1.1564x
Jun 4, 20261.3457x1.1608x
Jun 5, 20261.3618x1.1308x
Jun 8, 20261.3432x1.1334x
Jun 9, 20261.3597x1.1301x
Jun 10, 20261.3469x1.1123x
Jun 11, 20261.3721x1.1312x
Jun 12, 20261.3650x1.1373x
Jun 15, 20261.3456x1.1573x
Jun 16, 20261.3459x1.1504x
Jun 17, 20261.3446x1.1361x
Jun 18, 20261.3199x1.1449x
Jun 22, 20261.3368x1.1413x
Jun 23, 20261.3724x1.1248x
Jun 24, 20261.3812x1.1242x
Jun 25, 20261.4040x1.1259x
Jun 26, 20261.4340x1.1177x
Jun 29, 20261.4529x1.1361x
Jun 30, 20261.4404x1.1450x
Jul 1, 20261.4187x1.1434x
Jul 2, 20261.4790x1.1419x
Jul 6, 20261.4520x1.1519x
Jul 7, 20261.4743x1.1464x
Jul 8, 20261.4478x1.1429x
Jul 9, 20261.4242x1.1526x
Jul 10, 20261.4024x1.1575x
Jul 13, 20261.3999x1.1487x
Jul 14, 20261.3700x1.1527x
Jul 15, 20261.3787x1.1573x
Jul 16, 20261.4005x1.1510x
Jul 17, 20261.4069x1.1396x
Jul 20, 20261.3787x1.1378x
Jul 21, 20261.4038x1.1473x
Jul 22, 20261.4064x1.1460x
Jul 23, 20261.4208x1.1318x
Jul 24, 20261.4294x1.1330x
Jul 27, 20261.4362x1.1332x
Jul 28, 20261.4561x1.1359x
Jul 29, 20261.4487x1.1184x
Jul 30, 20261.4354x1.1372x
Jul 31, 20261.4260x1.1454x
Aug 3, 20261.3931x1.1617x
Aug 4, 20261.3924x1.1826x
Aug 5, 20261.4068x1.1803x
Aug 6, 20261.4055x1.1784x
Aug 7, 20261.4193x1.1856x
Aug 10, 20261.4352x1.1852x
Aug 11, 20261.4205x1.1815x
Aug 12, 20261.4204x1.1844x
Aug 13, 20261.4217x1.1927x
Aug 14, 20261.4145x1.1903x
Aug 17, 20261.4232x1.1847x
Aug 18, 20261.4499x1.1767x
Aug 19, 20261.5124x1.1792x
Aug 20, 20261.4845x1.1693x
Aug 21, 20261.5055x1.1740x
Aug 24, 20261.5058x1.1706x
Aug 25, 20261.5282x1.1743x
Aug 26, 20261.5061x1.1746x
Aug 27, 20261.4853x1.1823x
Aug 28, 20261.4771x1.1796x
Aug 31, 20261.4705x1.1761x
Sep 1, 20261.5006x1.1680x
Sep 2, 20261.5129x1.1732x
Sep 3, 20261.5268x1.1855x
Sep 4, 20261.5045x1.1809x

Themes and category

Longevity HealthcareLongevity & HealthcareInnovation

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.