Regeneron Pharmaceuticals (REGN) and Absci (ABSI): Two Digital Biology Investment Briefs

Regeneron and Absci offer two routes into digital biology: established earnings and speculative clinical upside. We compare entry valuations, clinical evidence, funding needs and the risks that could overturn each investment case.

HAYABUSA RESEARCH • CURIOSITY BEFORE CAPITAL.

REGENERON PHARMACEUTICALS (REGN) + ABSCI (ABSI)

Earnings Today.
Clinical Upside Tomorrow.

Two digital biology investment cases, with different evidence, timelines and risks.

Hayabusa Research • September 28, 2026 • Investment Briefs

The Hayabusa Read

One case begins with operating earnings. The other depends on clinical proof. They deserve different levels of conviction and different risk budgets.

01 / Current-Entry Candidate

REGN

Regeneron Pharmaceuticals

$752.251September 28 close

Moderate Conviction

Existing earnings and improving collaboration economics provide the stronger valuation anchor in this review.

Horizon
18–24 months
Approach
Staged entry in common equity

Main risk: retinal-franchise erosion and the durability of future earnings.

02 / Preferred Moonshot

ABSI

Absci

$9.492September 28 close

Speculative · Low Clinical Confidence

A focused bet on ABS-201 producing meaningful human efficacy. The potential payoff comes with major uncertainty.

Horizon
Next readouts; 5–8+ years for a commercial-success case
Approach
Common equity within a limited loss budget

Main risk: clinical failure, dilution and a possible near-total loss.

Digital biology combines biological data, computation and laboratory experiments to improve how medicines are discovered and developed. We reviewed a selected group of public companies and added Regeneron to compare an established earnings base with earlier clinical opportunities. These are two different ways to participate in the field; the ranking is specific to this review, not an exhaustive global screen.

“Preferred moonshot” is a ranking of candidates to underwrite. It does not mean Absci’s probability-weighted return is demonstrably positive. Clinical probabilities, ultimate pricing and commercial adoption remain unresolved.

01 / Current-Entry Candidate

Regeneron Pharmaceuticals (REGN)

An earnings case with a visible near-term catalyst.

Why This Could Work
Dupixent profit growth and the end of a historical development-cost reimbursement can outweigh erosion in the retinal franchise over the next two years. The investment can work without assigning a premium to AI or assuming a blockbuster from an unproven program.

Regeneron’s TriNetX agreement provides licensed access to de-identified health records covering approximately 300 million people, with the opportunity to connect a subset to genomic and proteomic data. That creates a relevant discovery asset; it is neither ownership of 300 million genomes nor a new data-revenue forecast. 6

What Supports the Entry

Reported evidenceInvestment interpretation
Q2 revenue $4.29B, up 17%; adjusted EPS $14.29, up 11%An established commercial earnings base supports valuation.
H1 adjusted EPS $23.72; GAAP EPS $18.95At $752.25, 15.9× annualized H1 adjusted EPS versus 19.8× annualized GAAP EPS. Neither is a forward consensus P/E.
June cash and securities $17.82B; debt $1.99B; finance leases $0.72BApproximately $15.12B net financial assets after those obligations. Do not add this cash again to an EPS-based valuation that already includes investment income.
H1 operating cash flow $1.89B; capex $0.47BFree cash flow of $1.42B fell from $1.74B. Cash conversion is a constraint, not an unqualified strength.

Sources 3 4

The Earnings Bridge H1 collaboration revenue was reduced by $530M of historical Sanofi development reimbursements. That obligation is fully repaid, with no further reduction from Q3. Annualized H1 adjusted EPS of $47.44 plus a simplified $8.27 per-share after-tax normalization gives roughly $55.71.

Derived illustration: $530M × 2 × (1 − 15% assumed tax) ÷ 108.9M H1 adjusted diluted shares = $8.27. This holds other economics constant; it is not company EPS guidance. It does not eliminate ongoing R&D spending. Sanofi also disclosed favorable gross-to-net adjustments in Q2 Dupixent sales, so extrapolating that quarter alone would overstate confidence. 4 7

What the Market May Be Missing

Our proposed difference in view is that retinal-franchise weakness and disappointment in the pipeline may overshadow the value of retained collaboration profits. This is a falsifiable investment interpretation, not a claim that analyst models omit the reimbursement change; a current consensus model series was not available.

The contrary view is substantial: total U.S. Eylea/HD sales fell 12% in Q2 even while HD grew. Fianlimab’s Phase 3 melanoma study missed its primary endpoint. Dupixent’s U.S. composition-of-matter protection expires in March 2031, although other patents extend later. Patent expiry is not an automatic biosimilar launch date, but replacement earnings must be demonstrated. 3 5

Illustrative 24-Month Valuation

REGN / 24-Month ScenariosAnalyst Assumptions
Possible values under the assumptions below. The points are not probabilities, a forecast path or a confidence interval. Price returns exclude dividends, taxes and costs.
CaseAnnual adjusted EPS × P/EValue / price returnRequired path
Bear$35 × 14$490 / −35%Retinal erosion, slower Dupixent demand and a more severe duration discount.
Central$55 × 18$990 / +32%Retained profits offset erosion; earnings near the simplified normalized level.
Bull$65 × 20$1,300 / +73%Demand and margins advance; pipeline evidence improves confidence in durability.

Analyst assumptions, not company guidance or probability-weighted targets. Multiples explicitly reflect varying earnings duration; they are not sourced peer averages. Returns exclude dividends, taxes and costs. Central-case annualized price return is about 14.7%. At only 15× the same $55 EPS, value is $825, just 10% above the entry. The central payoff therefore needs some multiple support. Outcomes can fall outside these cases.

How We Would Approach It: roughly $750 is a reasonable staged-entry candidate under these assumptions. About $760 is the maximum entry for 30% price upside to the $990 central case; this is an arithmetic hurdle, not a technical support level. A $650–700 quote with an intact thesis offers a more attractive margin. Above $900, the same model leaves too little reward to initiate aggressively.

What Would Strengthen the Case: two quarters of improving retained collaboration profits, underlying prescription growth and cash conversion, while total retinal-franchise declines stabilize. What Would Make Us Walk Away: Dupixent demand deceleration alongside persistent retinal erosion, materially worse patent durability, or a large acquisition that destroys the balance-sheet advantage. A fall in the price alone is not a reason to add.

02 / Moonshot Candidate

Absci (ABSI)

Clinical differentiation could change the scale of the business.

Why This Could Work
ABS-201 could become a differentiated treatment for pattern hair loss if prolactin-receptor blockade produces meaningful, durable regrowth with infrequent injections. Positive results could also validate part of Absci’s antibody-design approach. Today, the stock is principally a clinical bet on this molecule.

What Has Been Demonstrated June’s human update covered 32 participants and pooled, blinded safety/pharmacokinetic observations. Estimated half-life was at least 65 days. No randomized hair-regrowth efficacy was established by that announcement. Exposure and tolerability support continued testing; they do not establish benefit. 10

The multiple-dose study is designed to include 147 participants with androgenetic alopecia across three cohorts, with placebo controls. Hair-count and related efficacy measures are secondary endpoints; safety and tolerability are primary. The key questions are placebo-adjusted effect, dose response, durability, tolerability and a commercially practical dose—not selected photographs. 11

Can the Company Fund the Next Step?

At $9.49 and 171.614M shares outstanding on July 31, equity value is approximately $1.63B. Using June cash/securities of $201.14M and $0.15M debt gives approximately $1.43B enterprise value. This is a dated balance-sheet bridge, not today’s fully diluted capitalization.

H1 operating cash use was $53.87M. June’s reported options and unvested RSUs total approximately 27.6M, before future grants or financing. More shares are likely in a successful development path. Cash should not be treated as a liquidation floor. 8

Management guides funding into H2 2028, sufficient to pursue the next key experiments, not commercialization. Lilly participated with $40M in June’s $100M equity offering. That investment provides strategic corroboration; it is not regulatory validation or a guaranteed drug partnership. 9

Material timing correction · September 24

The endometriosis Phase 2 trial is now expected to begin in mid-2027, versus the earlier Q4 2026 plan. The old H2 2027 endometriosis proof-of-concept expectation should not be carried forward. No new readout date was supplied in the September release.

Sources 12

The Next Proof Points

ABSI / Clinical Milestones
  1. June 24, 2026Reported

    Safety and Pharmacokinetics

    Blinded observations in 32 participants supported continued testing. Hair-regrowth efficacy was not established.10

  2. H2 2026Company Window

    13-Week Interim Hair Data

    The next test is meaningful placebo-adjusted regrowth, with acceptable safety.11

  3. Early 2027Company Window

    26-Week Hair Readout

    Fuller efficacy and durability evidence should help determine whether the treatment merits further development.11

  4. Mid-2027Revised Plan

    STORYLINE Phase 2 Start

    Planned endometriosis trial initiation moved from Q4 2026. A new readout date has not been supplied.12

Still ahead: later-stage efficacy and safety, regulatory approval and commercial adoption. The next readout cannot settle all three.

How Much Success Is Already Required?

Work backward from the desired return to the required business scale. Assume 220M eventual shares—28% above the current reported base—and an illustrative 4× commercial annual sales equity valuation, with zero net cash/debt at that future point.

Share-price outcomePriceRequired equity valueRequired annual sales
2× entry$18.98$4.18B$1.04B
3× entry$28.47$6.26B$1.57B
10× entry$94.90$20.88B$5.22B

Analyst commercial-success assumptions, not fair values today or targets for the next readout. The share count and sales multiple are sensitivities rather than forecasts. Clinical development, launch spending and time value must be funded. More dilution or a lower multiple raises the required sales. At 2× sales, the tenfold case needs $10.44B annual revenue. Durable benefit can also reduce repeat-treatment revenue.

A hypothetical $1–3 failure-price stress means 68–89% downside; a near-total loss is possible. A middling trial outcome may leave a cash-consuming company without a clear development advantage. Good data would improve the thesis, but approval, safety at scale, reimbursement or cash-pay demand and competition would still matter.

Why “asymmetric” is conditional: a hypothetical $25 success outcome versus $2 failure requires a 32.6% success probability just to break even from $9.49 before time discounting. If success pays $19, that threshold is 44.1%. Public evidence does not establish either probability. Large possible upside alone cannot prove a favorable bet.

Why Absci Takes the Moonshot Slot

Recursion offers more programs and broader potential validation. Its H1 operating cash use of $187M was roughly 3.5× Absci’s, making the capital burden heavier. Absci supplies a more focused test with lower current cash consumption; that concentration also makes failure more damaging. 15 8

AbCellera has stronger efficacy evidence today: its controlled Phase 2 hot-flash study showed a 5.3-per-day placebo-adjusted improvement at week four. Absci is selected for the payoff potential of an earlier, more concentrated bet, not because its science is more de-risked. This comparison is judgment; a complete asset-by-asset valuation could change the ranking. 16

What Would Make Us Add—or Walk Away?

Company / next evidenceAdd or upgradeReduce, exit or stay out
REGN
Next two quarterly reports
Actual collaboration profits and cash generation validate the bridge; valuation still offers ≥30% central-case upside.Combined Dupixent weakness and persistent retinal erosion; poor capital allocation; upside falls below the required hurdle.
ABSI
Company windows: 13-week hair data H2 2026; 26-week data early 2027
Credible placebo-adjusted efficacy, acceptable safety, consistent dose response and a financed next-stage plan. Reprice after dilution.Weak efficacy, endocrine/reproductive safety concerns, impractical dosing, repeated delays or major dilution before proof.
ABSI
STORYLINE initiation mid-2027
Protocol, regulatory clearance and actual enrollment support a second indication.Further delay or increased spending without meaningful development progress.

Sources 11 12

How We Would Size the Risk: REGN can be evaluated as a conventional equity investment. ABSI belongs in a loss budget: if a total loss must cost no more than 0.5% of a hypothetical portfolio, the initial position cannot exceed 0.5%. This illustrates sizing arithmetic, not a personal allocation recommendation. A stop order cannot guarantee protection against a clinical-data gap.

Why Tempus does not take the first slot: at the reviewed quote, enterprise value was about $16B versus $1.60B 2026 revenue guidance and $65M adjusted EBITDA. Approximately 10× revenue requires considerable operating progress. It remains an interesting company, but REGN offers a firmer current earnings anchor. 13 14

Remaining underwriting gaps: REGN’s product-by-product patent-adjusted cash-flow model and current consensus expectations; ABSI’s unblinded efficacy, commercial pricing and adoption, pivotal-trial requirements and full financing path. Neither selection rests on insider status, celebrity endorsement or strategic investment alone.

Sources and Method

Prices are September 28 regular-session closing snapshots. Financial statements are through June 30; share counts use the specified later filing-cover dates. Subsequent cash use and issuance are not silently marked forward. Primary issuer disclosures were preferred for financial and clinical claims; those disclosures are not independent replication. This is a selected-universe comparison, not an exhaustive global ranking. Scenario assumptions are deliberately visible; no unsupported clinical probabilities or expected returns are asserted.

  1. REGN · September 28, 2026 closing quote
  2. ABSI · September 28, 2026 closing quote
  3. Regeneron · Q2 2026 results, July 30
  4. Regeneron · June 30, 2026 Form 10-Q
  5. Regeneron · 2025 Form 10-K, patent table
  6. Regeneron · TriNetX collaboration, April 2, 2026
  7. Sanofi · Q2 2026 results, Dupixent sales adjustments
  8. Absci · June 30, 2026 Form 10-Q
  9. Absci · Q2 2026 results, August 11
  10. Absci · blinded interim Phase 1 update, June 24
  11. Absci · August 2026 presentation, trial design
  12. Absci · revised STORYLINE timing, September 24
  13. Tempus · Q2 2026 results
  14. Tempus · market capitalization
  15. Recursion · Q2 2026 results
  16. AbCellera · controlled Phase 2 results, August 10, 2026

Research Disclosure: This article is educational investment research, not personalized investment advice. Scenario values are assumptions, not guaranteed outcomes. Views can change with new evidence. See Hayabusa Research’s Disclosures for the research methodology and publication policies.