ADPT vs NEO: Which Is the Better Buy in 2026?
Last updated September 2026
Short answer
ADPT is the larger of the two ($3.88B market cap): the incumbent the market prices for continued execution (-131.76x forward earnings, beta 2.09). NEO is the smaller challenger ($2.24B), priced similarly on forward earnings (50.78x): more room to run, but more to prove. The real question is which set of drivers you believe, and whether owning one (or both) leaves you over-concentrated.
ADPT vs NEO: the tie-breaker metrics
Same yardstick, side by side (as of September 2026). Valuation lined up like this is most meaningful for two names in the same corner of the market, which these are. Figures are approximate; verify before investing.
| Metric | ADPT | NEO | What it tells you |
|---|---|---|---|
| Market cap | $3.88B | $2.24B | Size. The larger name is the incumbent; the smaller has more room to grow and more to prove. |
| Forward P/E | -131.76 | 50.78 | Valuation on next year's expected earnings, the same yardstick for both. Lower is cheaper for that growth; higher means the market is paying up. |
| Beta | 2.09 | 1.73 | Volatility vs the market. Above 1 swings harder than the index; below 1 is steadier. Higher beta means bigger drawdowns to hold through. |
| Price vs 52-week range | 83% of range | 82% of range | Where today's price sits between the 52-week low and high. Near the high is momentum with less margin of safety; near the low is out of favor or a discount, depending on why. |
| Price / book | 27.10 | 2.84 | How much you pay over book value. Very high can signal an asset-light, high-return business or a rich price. |
Before you buy: how ADPT and NEO affect your concentration
The metrics above tell you which is the marginally better business. The bigger risk for most people is not picking the slightly worse stock, it is over-concentrating. ADPT and NEO share themes, so owning both, or adding either to what you already hold, can quietly push a large share of your portfolio into one bet.
This is the part a generic comparison page cannot answer, because it depends on what you own. Connect your brokerage and Walnut shows your real, combined ADPT and NEO exposure, flags overlap with your existing positions, and tells you if adding one would tip you past a concentration you are comfortable with, read-only by default, with your login staying at your broker. Walnut is not an investment adviser.
What does Adaptive Biotechnologies (ADPT) do?
Adaptive Biotechnologies (NASDAQ: ADPT) runs an immune-medicine platform built around reading the genetics of the adaptive immune system. Its commercial engine is clonoSEQ, an FDA-cleared minimal residual disease (MRD) test that measures how many cancer cells remain in a patient during and after treatment, used mainly in blood cancers such as multiple myeloma, ALL, and CLL. The MRD segment now contributes roughly 95 percent of revenue and includes both clinical testing and pharma partnerships that use the platform in drug trials. A second Immune Medicine arm pursues drug discovery and includes a long-running collaboration with Genentech on neoantigen-directed T-cell therapies.
What does NeoGenomics (NEO) do?
NeoGenomics, Inc. (Nasdaq: NEO) operates a national network of CLIA-certified, CAP-accredited laboratories that perform cancer genetics testing, plus a full-service sample-processing lab in Cambridge, United Kingdom. Its customers are community oncology and pathology practices, hospital pathology labs, academic centers and pharmaceutical companies, and its menu spans older modalities such as FISH, IHC and PCR alongside next-generation sequencing panels and molecular residual disease testing through the RaDaR franchise. Management reports the company as a single segment with roughly 2,500 employees, and clinical testing supplies the large majority of revenue, with pharma and advanced diagnostics work making up the smaller remainder. Anthony Zook took over as chief executive and has been reorganizing the commercial effort, including a dedicated pathology and oncology sales team launched during 2026.
ADPT vs NEO: how do they differ?
Both fit overlapping themes, but they are not interchangeable. The useful comparison is which set of drivers and risks you want exposure to.
- ADPT drivers: clonoSEQ MRD volume and reimbursement; Pharma and biopharma partnerships.
- NEO drivers: Mix shift into NGS carries the revenue line; Margin discipline turning into real adjusted EBITDA.
Which fits which kind of investor
A faster-growing, richer-valued name usually swings harder, so it suits a longer horizon and a higher tolerance for volatility; a steadier, more cash-generative business suits a more conservative or income-minded investor. The honest test is which set of risks you could hold through a drawdown: ADPT still runs at a net loss on a consolidated basis, so continued cash burn from the Immune Medicine arm and the cost of scaling clonoSEQ are ongoing concerns. For NEO, gAAP losses persist despite the improving adjusted figures, with a trailing twelve-month net loss near $53 million and no positive price-to-earnings ratio to anchor valuation.
ADPT or NEO: which should you pick?
Growth-minded investors who believe the theme has years to run tend to accept the richer multiple for more upside; value-minded investors lean toward the cheaper forward earnings and steadier profile. Pick ADPT if you believe its drivers more; NEO if you believe its. Many investors hold both, but since they share themes, that is a concentrated bet, not diversification. Decide deliberately and check overlap. For the full detail, see the ADPT and NEO guides.
ADPT vs NEO: the full fundamentals
ADPT. As of July 2026 ADPT trades at a high revenue multiple typical of a growing, near-breakeven diagnostics company rather than on earnings, since it remains unprofitable on a consolidated basis. The large cash balance relative to burn gives multi-year runway. Valuation hinges heavily on continued MRD volume growth and how the market treats a potential separation.
NEO. With no trailing earnings, sales and adjusted EBITDA multiples do most of the work here: roughly 2.7 times trailing revenue and roughly 40 times the midpoint of guided 2026 adjusted EBITDA. That second figure only looks reasonable if margin expansion continues for several more years, which is the crux of the debate on the name. Balance sheet context matters too, since cash and short-term investments of about $146 million sit against roughly $385 million of convertible principal ($69.0M of 0.25% notes due 2028 and $316.3M of 0.75% notes due 2032), and the shares have ranged from $5.94 to $16.92 over the past 52 weeks.
Headline figures (approximate, July 2026): ADPT shows revenue (ttm) ~$250M, q1 2026 revenue ~$70.9M (up ~35% YoY), 2026 mrd revenue guidance ~$260M to $270M, q1 2026 net loss ~$20M (improved from ~$30M); NEO shows revenue (ttm) ~$766M (four quarters ended June 30, 2026), q2 2026 revenue ~$202M, up ~11% year over year, market cap ~$2.1B (~$16 per share on ~128.5M shares), price to sales ~2.7x trailing; enterprise value ~$2.3B, or ~3.0x sales.
The bottom line: ADPT vs NEO
ADPT and NEO are related but distinct: same themes, different businesses and risks. Neither wins in the abstract; the right pick is whichever thesis you actually believe, sized so you are not over-concentrated in one theme. Walnut can show your combined ADPT and NEO exposure against your real portfolio. It is not an investment adviser.
Wondering how ADPT or NEO fits the portfolio you already own? Walnut is an AI investing app that connects your brokerage read-only and answers questions like that about your actual holdings: overlap, concentration, and how each position tracks the S&P 500. Compare the best AI portfolio analyzers or see the best AI investing apps in 2026.
Investing in Adaptive Biotechnologies with AI
Connect the broker you already use and ask Walnut's AI how ADPT fits what you actually hold: whether you own it already through a fund, what it would do to your concentration, and how it has tracked the S&P 500. Read-only by default, and you approve anything before it reaches your broker.
FAQ
What is the difference between ADPT and NEO?
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Adaptive Biotechnologies (NASDAQ: ADPT) runs an immune-medicine platform built around reading the genetics of the adaptive immune system. NeoGenomics, Inc. They show up together because they share investment themes, but they are different businesses, so the better fit depends on which thesis you are expressing.
Is ADPT or NEO the better stock?
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Neither is universally better. ADPT is the larger incumbent; NEO is the smaller challenger and looks pricier on forward earnings. Walnut is informational, not investment advice. Compare what each does, the tie-breaker metrics above, and the risks, then decide which fits your thesis and what you already own.
Which is cheaper, ADPT or NEO?
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On forward P/E (as of September 2026), ADPT trades at -131.76x and NEO at 50.78x, so ADPT is the cheaper of the two on next year's expected earnings. A lower multiple is not automatically the better buy: a richer valuation can be justified by faster growth, and a lower one can reflect real risk. Weigh the multiple against how fast each business is compounding.
Should you own both ADPT and NEO?
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Because they share themes, owning both concentrates you in that theme. That can be intentional (a focused bet) or accidental (less diversification than it looks). Walnut can show your combined exposure across both, and whether adding either over-concentrates you, before you buy.
What are the risks of ADPT vs NEO?
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ADPT: ADPT still runs at a net loss on a consolidated basis, so continued cash burn from the Immune Medicine arm and the cost of scaling clonoSEQ are ongoing concerns. The MRD diagnostics market is competitive, with Natera, Guardant Health, Exact Sciences, and NeoGenomics all pushing MRD and liquid-biopsy offerings, and reimbursement decisions can swing revenue. Pharma milestone revenue is lumpy and hard to forecast quarter to quarter. The announced business separation adds execution and structural uncertainty, and the Immune Medicine drug programs, including the Genentech-linked work, are early stage with binary outcomes. The stock has also been volatile, trading across a wide 52-week range. NEO: GAAP losses persist despite the improving adjusted figures, with a trailing twelve-month net loss near $53 million and no positive price-to-earnings ratio to anchor valuation. Reimbursement concentration is the structural exposure: Medicare through MolDx and commercial payors set the prices behind that rising revenue-per-test figure, and evolving regulation of laboratory developed tests could raise the compliance cost of the same menu. Growth is currently priced rather than volume driven, since clinical test count rose only about 2% year over year, so any payor pushback on pricing would hit revenue quickly. On litigation, a purported securities class action captioned Goldenberg v. NeoGenomics (S.D.N.Y., No. 22-cv-10314, filed December 16, 2022, covering purchases between February 27, 2020 and April 26, 2022) was dismissed with prejudice on March 13, 2026, and the plaintiff appealed to the Second Circuit on April 10, 2026; related shareholder derivative actions in Nevada, Florida and New York remain stayed pending that appeal, and the company states the outcome is not currently estimable. Finally, goodwill and intangibles of roughly $795 million sit on a $1.35 billion balance sheet alongside about $385 million of convertible principal, and the 2025 InVisionFirst-Lung write-down showed that impairment of acquired assets is a live possibility.
Walnut is informational, not investment advice. This page is descriptive and not a recommendation to buy or sell ADPT or NEO; figures are approximate and dated (as of September 2026). Verify current data before investing.