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
+50.1%

Performance as of Jul 11, 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 11, 2026.

Total Return

+50.1%

SPY +20.5%

Ann. Return

+51.0%

SPY +20.9%

Ann. Vol

29.4%

SPY 12.6%

Sharpe

1.74

SPY 1.65

Max Drawdown

-11.5%

SPY -9.1%

Alpha vs SPY

+42.2%

hit rate 47.6%

Performance as of Jul 11, 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 11, 2026.

DateModel basket wealth indexSPY
Jul 14, 20251.0000x1.0000x
Jul 15, 20250.9830x0.9957x
Jul 16, 20251.0000x0.9991x
Jul 17, 20250.9897x1.0052x
Jul 18, 20250.9839x1.0044x
Jul 21, 20250.9787x1.0063x
Jul 22, 20251.0002x1.0065x
Jul 23, 20251.0195x1.0150x
Jul 24, 20251.0175x1.0154x
Jul 25, 20251.0163x1.0197x
Jul 28, 20251.0021x1.0194x
Jul 29, 20251.0113x1.0167x
Jul 30, 20251.0115x1.0154x
Jul 31, 20250.9780x1.0116x
Aug 1, 20250.9902x0.9951x
Aug 4, 20251.0081x1.0102x
Aug 5, 20250.9924x1.0051x
Aug 6, 20250.9808x1.0128x
Aug 7, 20250.9849x1.0119x
Aug 8, 20250.9809x1.0198x
Aug 11, 20250.9903x1.0178x
Aug 12, 20250.9992x1.0286x
Aug 13, 20251.0228x1.0321x
Aug 14, 20251.0252x1.0322x
Aug 15, 20251.0360x1.0298x
Aug 18, 20251.0411x1.0296x
Aug 19, 20251.0464x1.0240x
Aug 20, 20251.0489x1.0213x
Aug 21, 20251.0525x1.0172x
Aug 22, 20251.0544x1.0328x
Aug 25, 20251.0497x1.0283x
Aug 26, 20251.0457x1.0326x
Aug 27, 20251.0463x1.0349x
Aug 28, 20251.0388x1.0386x
Aug 29, 20251.0470x1.0324x
Sep 2, 20251.0542x1.0247x
Sep 3, 20251.0550x1.0303x
Sep 4, 20251.0549x1.0389x
Sep 5, 20251.0631x1.0359x
Sep 8, 20251.0585x1.0384x
Sep 9, 20251.0536x1.0408x
Sep 10, 20251.0458x1.0439x
Sep 11, 20251.0596x1.0525x
Sep 12, 20251.0410x1.0522x
Sep 15, 20251.0280x1.0578x
Sep 16, 20251.0241x1.0563x
Sep 17, 20251.0286x1.0550x
Sep 18, 20251.0213x1.0599x
Sep 19, 20251.0239x1.0622x
Sep 22, 20251.0232x1.0673x
Sep 23, 20251.0152x1.0615x
Sep 24, 20251.0104x1.0581x
Sep 25, 20251.0057x1.0532x
Sep 26, 20251.0102x1.0592x
Sep 29, 20251.0153x1.0622x
Sep 30, 20251.0439x1.0662x
Oct 1, 20251.0890x1.0698x
Oct 2, 20251.0869x1.0711x
Oct 3, 20251.0981x1.0711x
Oct 6, 20251.0982x1.0749x
Oct 7, 20251.0927x1.0709x
Oct 8, 20251.0969x1.0773x
Oct 9, 20251.0942x1.0742x
Oct 10, 20251.0838x1.0451x
Oct 13, 20251.0812x1.0612x
Oct 14, 20251.0827x1.0599x
Oct 15, 20251.0797x1.0646x
Oct 16, 20251.0827x1.0573x
Oct 17, 20251.0923x1.0633x
Oct 20, 20251.0917x1.0744x
Oct 21, 20251.0975x1.0744x
Oct 22, 20251.0985x1.0688x
Oct 23, 20251.0961x1.0751x
Oct 24, 20251.0863x1.0839x
Oct 27, 20251.0860x1.0967x
Oct 28, 20251.0717x1.0996x
Oct 29, 20251.0617x1.1002x
Oct 30, 20251.0701x1.0881x
Oct 31, 20251.0746x1.0916x
Nov 3, 20251.0614x1.0937x
Nov 4, 20251.0704x1.0807x
Nov 5, 20251.0735x1.0845x
Nov 6, 20251.0847x1.0728x
Nov 7, 20251.0797x1.0739x
Nov 10, 20251.0998x1.0906x
Nov 11, 20251.1268x1.0931x
Nov 12, 20251.1344x1.0937x
Nov 13, 20251.1394x1.0756x
Nov 14, 20251.1328x1.0754x
Nov 17, 20251.1388x1.0654x
Nov 18, 20251.1412x1.0564x
Nov 19, 20251.1401x1.0605x
Nov 20, 20251.1333x1.0444x
Nov 21, 20251.1541x1.0548x
Nov 24, 20251.1626x1.0703x
Nov 25, 20251.1920x1.0804x
Nov 26, 20251.1942x1.0878x
Nov 28, 20251.1877x1.0938x
Dec 1, 20251.1704x1.0888x
Dec 2, 20251.1728x1.0908x
Dec 3, 20251.1955x1.0946x
Dec 4, 20251.1881x1.0954x
Dec 5, 20251.1794x1.0974x
Dec 8, 20251.1716x1.0941x
Dec 9, 20251.1613x1.0932x
Dec 10, 20251.1771x1.1004x
Dec 11, 20251.1869x1.1030x
Dec 12, 20251.1952x1.0911x
Dec 15, 20251.2102x1.0895x
Dec 16, 20251.1999x1.0865x
Dec 17, 20251.2007x1.0746x
Dec 18, 20251.1965x1.0827x
Dec 19, 20251.2020x1.0893x
Dec 22, 20251.2145x1.0961x
Dec 23, 20251.2204x1.1011x
Dec 24, 20251.2316x1.1049x
Dec 26, 20251.2255x1.1048x
Dec 29, 20251.2311x1.1009x
Dec 30, 20251.2180x1.0996x
Dec 31, 20251.2072x1.0914x
Jan 2, 20261.0948x1.0934x
Jan 5, 20261.0895x1.1007x
Jan 6, 20261.1150x1.1072x
Jan 7, 20261.1254x1.1037x
Jan 8, 20261.1200x1.1036x
Jan 9, 20261.1181x1.1108x
Jan 12, 20261.1188x1.1126x
Jan 13, 20261.1220x1.1104x
Jan 14, 20261.1463x1.1049x
Jan 15, 20261.1334x1.1079x
Jan 16, 20261.1292x1.1070x
Jan 20, 20261.1166x1.0845x
Jan 21, 20261.1280x1.0970x
Jan 22, 20261.1299x1.1027x
Jan 23, 20261.1364x1.1031x
Jan 26, 20261.1448x1.1087x
Jan 27, 20261.1585x1.1131x
Jan 28, 20261.1459x1.1130x
Jan 30, 20261.3837x1.1075x
Feb 2, 20261.4047x1.1130x
Feb 3, 20261.4028x1.1036x
Feb 4, 20261.4247x1.0982x
Feb 5, 20261.4329x1.0845x
Feb 6, 20261.4673x1.1053x
Feb 9, 20261.4468x1.1107x
Feb 10, 20261.4539x1.1077x
Feb 11, 20261.4804x1.1075x
Feb 12, 20261.4859x1.0904x
Feb 13, 20261.5036x1.0911x
Feb 17, 20261.5113x1.0929x
Feb 18, 20261.5092x1.0984x
Feb 19, 20261.5107x1.0955x
Feb 20, 20261.4997x1.1034x
Feb 23, 20261.5151x1.0922x
Feb 24, 20261.5257x1.1001x
Feb 25, 20261.5193x1.1094x
Feb 26, 20261.5033x1.1032x
Feb 27, 20261.5390x1.0979x
Mar 2, 20261.5188x1.0985x
Mar 3, 20261.4985x1.0889x
Mar 4, 20261.5041x1.0965x
Mar 5, 20261.4651x1.0904x
Mar 6, 20261.4568x1.0761x
Mar 9, 20261.4717x1.0856x
Mar 10, 20261.4807x1.0838x
Mar 11, 20261.4626x1.0825x
Mar 12, 20261.4490x1.0660x
Mar 13, 20261.4402x1.0600x
Mar 16, 20261.4494x1.0708x
Mar 17, 20261.4431x1.0736x
Mar 18, 20261.4203x1.0586x
Mar 19, 20261.4176x1.0560x
Mar 20, 20261.3995x1.0380x
Mar 23, 20261.4061x1.0489x
Mar 24, 20261.4113x1.0454x
Mar 25, 20261.4357x1.0512x
Mar 26, 20261.4258x1.0325x
Mar 27, 20261.4243x1.0149x
Mar 30, 20261.4422x1.0115x
Mar 31, 20261.4636x1.0409x
Apr 1, 20261.4774x1.0487x
Apr 2, 20261.4722x1.0496x
Apr 6, 20261.4630x1.0546x
Apr 7, 20261.4473x1.0551x
Apr 8, 20261.4779x1.0819x
Apr 9, 20261.4802x1.0882x
Apr 10, 20261.4642x1.0875x
Apr 13, 20261.4589x1.0981x
Apr 14, 20261.4648x1.1115x
Apr 15, 20261.4506x1.1202x
Apr 16, 20261.4343x1.1230x
Apr 17, 20261.4570x1.1366x
Apr 20, 20261.4368x1.1343x
Apr 21, 20261.4076x1.1269x
Apr 22, 20261.4039x1.1383x
Apr 23, 20261.4088x1.1339x
Apr 24, 20261.3886x1.1427x
Apr 27, 20261.3737x1.1446x
Apr 28, 20261.3799x1.1391x
Apr 29, 20261.3708x1.1389x
Apr 30, 20261.3905x1.1502x
May 1, 20261.3819x1.1534x
May 4, 20261.3757x1.1492x
May 5, 20261.3738x1.1584x
May 6, 20261.3890x1.1745x
May 7, 20261.3723x1.1709x
May 8, 20261.3721x1.1806x
May 11, 20261.3697x1.1832x
May 12, 20261.3909x1.1814x
May 13, 20261.4115x1.1881x
May 14, 20261.4075x1.1974x
May 15, 20261.3860x1.1830x
May 18, 20261.3966x1.1822x
May 19, 20261.4057x1.1743x
May 20, 20261.4087x1.1864x
May 21, 20261.4251x1.1887x
May 22, 20261.4375x1.1934x
May 26, 20261.4216x1.2013x
May 27, 20261.4226x1.2011x
May 28, 20261.4239x1.2077x
May 29, 20261.4128x1.2107x
Jun 1, 20261.3767x1.2140x
Jun 2, 20261.3630x1.2157x
Jun 3, 20261.3632x1.2072x
Jun 4, 20261.4074x1.2117x
Jun 5, 20261.4242x1.1804x
Jun 8, 20261.4047x1.1831x
Jun 9, 20261.4220x1.1796x
Jun 10, 20261.4086x1.1610x
Jun 11, 20261.4349x1.1808x
Jun 12, 20261.4275x1.1872x
Jun 15, 20261.4072x1.2081x
Jun 16, 20261.4076x1.2009x
Jun 17, 20261.4062x1.1859x
Jun 18, 20261.3804x1.1951x
Jun 22, 20261.3980x1.1914x
Jun 23, 20261.4353x1.1741x
Jun 24, 20261.4444x1.1735x
Jun 25, 20261.4683x1.1752x
Jun 26, 20261.4996x1.1667x
Jun 29, 20261.5194x1.1860x
Jun 30, 20261.5063x1.1952x
Jul 1, 20261.4837x1.1936x
Jul 2, 20261.5467x1.1920x
Jul 6, 20261.5185x1.2024x
Jul 7, 20261.5418x1.1967x
Jul 8, 20261.5141x1.1930x
Jul 9, 20261.4894x1.2031x

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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