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
+43.3%

Performance as of Jul 16, 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 Jul 16, 2026.

Total Return

+43.3%

SPY +20.4%

Ann. Return

+44.1%

SPY +20.8%

Ann. Vol

29.4%

SPY 12.7%

Sharpe

1.50

SPY 1.64

Max Drawdown

-11.5%

SPY -9.1%

Alpha vs SPY

+37.8%

hit rate 47.2%

Performance as of Jul 16, 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 Jul 16, 2026.

DateModel basket wealth indexSPY
Jul 17, 20251.0000x1.0000x
Jul 18, 20250.9941x0.9993x
Jul 21, 20250.9888x1.0012x
Jul 22, 20251.0106x1.0013x
Jul 23, 20251.0301x1.0098x
Jul 24, 20251.0281x1.0102x
Jul 25, 20251.0268x1.0144x
Jul 28, 20251.0125x1.0142x
Jul 29, 20251.0218x1.0115x
Jul 30, 20251.0220x1.0102x
Jul 31, 20250.9881x1.0064x
Aug 1, 20251.0005x0.9899x
Aug 4, 20251.0185x1.0050x
Aug 5, 20251.0026x0.9999x
Aug 6, 20250.9909x1.0075x
Aug 7, 20250.9951x1.0067x
Aug 8, 20250.9910x1.0146x
Aug 11, 20251.0005x1.0125x
Aug 12, 20251.0096x1.0233x
Aug 13, 20251.0334x1.0268x
Aug 14, 20251.0358x1.0269x
Aug 15, 20251.0467x1.0245x
Aug 18, 20251.0518x1.0243x
Aug 19, 20251.0573x1.0187x
Aug 20, 20251.0598x1.0160x
Aug 21, 20251.0634x1.0120x
Aug 22, 20251.0653x1.0275x
Aug 25, 20251.0605x1.0230x
Aug 26, 20251.0566x1.0273x
Aug 27, 20251.0572x1.0296x
Aug 28, 20251.0496x1.0332x
Aug 29, 20251.0579x1.0271x
Sep 2, 20251.0651x1.0195x
Sep 3, 20251.0660x1.0250x
Sep 4, 20251.0659x1.0336x
Sep 5, 20251.0741x1.0306x
Sep 8, 20251.0694x1.0331x
Sep 9, 20251.0646x1.0355x
Sep 10, 20251.0566x1.0385x
Sep 11, 20251.0706x1.0471x
Sep 12, 20251.0518x1.0468x
Sep 15, 20251.0386x1.0523x
Sep 16, 20251.0347x1.0509x
Sep 17, 20251.0393x1.0496x
Sep 18, 20251.0319x1.0545x
Sep 19, 20251.0346x1.0568x
Sep 22, 20251.0338x1.0618x
Sep 23, 20251.0257x1.0560x
Sep 24, 20251.0209x1.0526x
Sep 25, 20251.0161x1.0478x
Sep 26, 20251.0206x1.0538x
Sep 29, 20251.0258x1.0567x
Sep 30, 20251.0547x1.0607x
Oct 1, 20251.1003x1.0643x
Oct 2, 20251.0982x1.0656x
Oct 3, 20251.1095x1.0656x
Oct 6, 20251.1096x1.0694x
Oct 7, 20251.1040x1.0654x
Oct 8, 20251.1083x1.0718x
Oct 9, 20251.1056x1.0687x
Oct 10, 20251.0950x1.0398x
Oct 13, 20251.0924x1.0557x
Oct 14, 20251.0940x1.0544x
Oct 15, 20251.0909x1.0591x
Oct 16, 20251.0939x1.0519x
Oct 17, 20251.1036x1.0579x
Oct 20, 20251.1030x1.0689x
Oct 21, 20251.1088x1.0689x
Oct 22, 20251.1099x1.0633x
Oct 23, 20251.1074x1.0696x
Oct 24, 20251.0975x1.0784x
Oct 27, 20251.0973x1.0911x
Oct 28, 20251.0828x1.0940x
Oct 29, 20251.0727x1.0945x
Oct 30, 20251.0812x1.0825x
Oct 31, 20251.0857x1.0860x
Nov 3, 20251.0724x1.0881x
Nov 4, 20251.0815x1.0752x
Nov 5, 20251.0847x1.0789x
Nov 6, 20251.0959x1.0673x
Nov 7, 20251.0909x1.0684x
Nov 10, 20251.1112x1.0850x
Nov 11, 20251.1385x1.0875x
Nov 12, 20251.1462x1.0881x
Nov 13, 20251.1512x1.0701x
Nov 14, 20251.1445x1.0699x
Nov 17, 20251.1506x1.0599x
Nov 18, 20251.1530x1.0510x
Nov 19, 20251.1519x1.0551x
Nov 20, 20251.1450x1.0390x
Nov 21, 20251.1660x1.0493x
Nov 24, 20251.1746x1.0648x
Nov 25, 20251.2043x1.0748x
Nov 26, 20251.2066x1.0822x
Nov 28, 20251.2000x1.0881x
Dec 1, 20251.1825x1.0832x
Dec 2, 20251.1850x1.0852x
Dec 3, 20251.2079x1.0889x
Dec 4, 20251.2004x1.0897x
Dec 5, 20251.1916x1.0918x
Dec 8, 20251.1837x1.0885x
Dec 9, 20251.1734x1.0876x
Dec 10, 20251.1893x1.0948x
Dec 11, 20251.1992x1.0973x
Dec 12, 20251.2076x1.0855x
Dec 15, 20251.2227x1.0839x
Dec 16, 20251.2123x1.0809x
Dec 17, 20251.2132x1.0690x
Dec 18, 20251.2089x1.0771x
Dec 19, 20251.2145x1.0837x
Dec 22, 20251.2271x1.0904x
Dec 23, 20251.2331x1.0954x
Dec 24, 20251.2444x1.0993x
Dec 26, 20251.2382x1.0991x
Dec 29, 20251.2438x1.0952x
Dec 30, 20251.2306x1.0939x
Dec 31, 20251.2197x1.0858x
Jan 2, 20261.1061x1.0878x
Jan 5, 20261.1007x1.0950x
Jan 6, 20261.1265x1.1015x
Jan 7, 20261.1371x1.0980x
Jan 8, 20261.1316x1.0979x
Jan 9, 20261.1297x1.1051x
Jan 12, 20261.1303x1.1069x
Jan 13, 20261.1336x1.1047x
Jan 14, 20261.1582x1.0992x
Jan 15, 20261.1452x1.1022x
Jan 16, 20261.1409x1.1013x
Jan 20, 20261.1281x1.0789x
Jan 21, 20261.1396x1.0913x
Jan 22, 20261.1416x1.0970x
Jan 23, 20261.1482x1.0974x
Jan 26, 20261.1567x1.1030x
Jan 27, 20261.1705x1.1074x
Jan 28, 20261.1578x1.1073x
Jan 30, 20261.3980x1.1018x
Feb 2, 20261.4193x1.1073x
Feb 3, 20261.4174x1.0979x
Feb 4, 20261.4395x1.0926x
Feb 5, 20261.4478x1.0789x
Feb 6, 20261.4825x1.0996x
Feb 9, 20261.4618x1.1049x
Feb 10, 20261.4690x1.1020x
Feb 11, 20261.4958x1.1018x
Feb 12, 20261.5013x1.0848x
Feb 13, 20261.5192x1.0855x
Feb 17, 20261.5269x1.0873x
Feb 18, 20261.5248x1.0927x
Feb 19, 20261.5263x1.0899x
Feb 20, 20261.5153x1.0977x
Feb 23, 20261.5308x1.0865x
Feb 24, 20261.5415x1.0944x
Feb 25, 20261.5351x1.1037x
Feb 26, 20261.5188x1.0975x
Feb 27, 20261.5550x1.0923x
Mar 2, 20261.5345x1.0929x
Mar 3, 20261.5141x1.0833x
Mar 4, 20261.5197x1.0909x
Mar 5, 20261.4803x1.0848x
Mar 6, 20261.4719x1.0706x
Mar 9, 20261.4870x1.0800x
Mar 10, 20261.4961x1.0782x
Mar 11, 20261.4778x1.0769x
Mar 12, 20261.4640x1.0605x
Mar 13, 20261.4551x1.0545x
Mar 16, 20261.4645x1.0653x
Mar 17, 20261.4580x1.0681x
Mar 18, 20261.4351x1.0532x
Mar 19, 20261.4323x1.0506x
Mar 20, 20261.4140x1.0327x
Mar 23, 20261.4207x1.0435x
Mar 24, 20261.4259x1.0400x
Mar 25, 20261.4505x1.0458x
Mar 26, 20261.4406x1.0271x
Mar 27, 20261.4391x1.0096x
Mar 30, 20261.4571x1.0063x
Mar 31, 20261.4788x1.0355x
Apr 1, 20261.4927x1.0433x
Apr 2, 20261.4874x1.0442x
Apr 6, 20261.4782x1.0492x
Apr 7, 20261.4623x1.0496x
Apr 8, 20261.4932x1.0764x
Apr 9, 20261.4955x1.0826x
Apr 10, 20261.4794x1.0819x
Apr 13, 20261.4740x1.0924x
Apr 14, 20261.4800x1.1058x
Apr 15, 20261.4656x1.1145x
Apr 16, 20261.4491x1.1172x
Apr 17, 20261.4721x1.1307x
Apr 20, 20261.4517x1.1285x
Apr 21, 20261.4221x1.1211x
Apr 22, 20261.4185x1.1324x
Apr 23, 20261.4234x1.1280x
Apr 24, 20261.4030x1.1368x
Apr 27, 20261.3879x1.1387x
Apr 28, 20261.3942x1.1332x
Apr 29, 20261.3850x1.1330x
Apr 30, 20261.4049x1.1443x
May 1, 20261.3962x1.1475x
May 4, 20261.3899x1.1433x
May 5, 20261.3881x1.1524x
May 6, 20261.4033x1.1684x
May 7, 20261.3865x1.1649x
May 8, 20261.3863x1.1745x
May 11, 20261.3839x1.1772x
May 12, 20261.4053x1.1754x
May 13, 20261.4261x1.1819x
May 14, 20261.4221x1.1913x
May 15, 20261.4004x1.1769x
May 18, 20261.4111x1.1761x
May 19, 20261.4203x1.1683x
May 20, 20261.4233x1.1803x
May 21, 20261.4399x1.1826x
May 22, 20261.4524x1.1872x
May 26, 20261.4363x1.1951x
May 27, 20261.4374x1.1949x
May 28, 20261.4386x1.2015x
May 29, 20261.4274x1.2045x
Jun 1, 20261.3909x1.2078x
Jun 2, 20261.3771x1.2094x
Jun 3, 20261.3774x1.2009x
Jun 4, 20261.4220x1.2055x
Jun 5, 20261.4389x1.1744x
Jun 8, 20261.4193x1.1770x
Jun 9, 20261.4367x1.1736x
Jun 10, 20261.4232x1.1551x
Jun 11, 20261.4498x1.1747x
Jun 12, 20261.4423x1.1811x
Jun 15, 20261.4218x1.2019x
Jun 16, 20261.4222x1.1947x
Jun 17, 20261.4208x1.1798x
Jun 18, 20261.3947x1.1890x
Jun 22, 20261.4125x1.1853x
Jun 23, 20261.4502x1.1680x
Jun 24, 20261.4594x1.1675x
Jun 25, 20261.4836x1.1692x
Jun 26, 20261.5152x1.1607x
Jun 29, 20261.5352x1.1799x
Jun 30, 20261.5219x1.1890x
Jul 1, 20261.4991x1.1874x
Jul 2, 20261.5627x1.1859x
Jul 6, 20261.5342x1.1962x
Jul 7, 20261.5578x1.1905x
Jul 8, 20261.5298x1.1869x
Jul 9, 20261.5049x1.1969x
Jul 10, 20261.4818x1.2021x
Jul 13, 20261.4792x1.1929x
Jul 14, 20261.4476x1.1971x

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

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