Drug asset valuation

Decomposition of biobuck deals using Risk-adjusted NPV.

BioValue decomposes biotech and pharma asset deals using risk-adjusted NPV (rNPV). Built for BD analysts, investors, and operators who need a fast understanding of a single asset’s valuation and a structured comparison to deal economics.

Continued reading

Where to follow this work

BioValue has two adjacent publications — subscribe to one, both, or neither depending on what you want to read.

  • biovalue.substack.com — deal-by-deal decompositions, methodology pieces, market patterns, framework choices. For BD analysts, buy-side, biotech operators.
  • nfosignal.substack.com — the engineering and build process behind BioValue: how the tool is wired up, why specific data sources were chosen, the math, the product decisions. For developers and builders curious about the tool itself.

Three values

What this product does

Every BioValue calculation runs a drug asset through the same three valuations. The differences between them tell you about risk-sharing — not the absolute numbers.

  • Asset rNPV

    Standalone risk-adjusted NPV at the acquirer’s WACC, with full peak and full launch probability. Represents the asset’s full economic value owned 100%.

  • Commercial-adjusted rNPV

    Same engine re-run at fixed 14% WACC, peak × 0.60, commercial PoS × 0.85. A conservative BD-realistic lower bound.

  • Deal PV

    Upfront plus risk-adjusted milestone PV, plus (for licensing deals) the royalty stream PV. Typically sits inside the [Commercial-adjusted, Asset rNPV] range — where it sits communicates risk-sharing intensity.

Features

What’s in the engine

  • MIT Project ALPHA PoS

    Phase-transition probability of success benchmarks across 19 therapeutic areas, biomarker-stratified, snapshot 2025-12-28.

  • Differentiation flag catalog

    Breakthrough designation, Fast Track, biomarker selection, FIC, BIC, oral-vs-injectable, orphan, and more — applied via two-pass stacking on top of the baseline PoS.

  • Indication library

    39 conditions with sourced epi cascades (CDC, SEER, NCCN, ADA, AHA, etc.). Type-ahead search autofills the cascade.

  • Bear / Base / Bull scenarios

    Peak revenue × 0.7 / 1.0 / 1.3 with rNPV at WACC × scenario in a sensitivity table.

  • Deal Analysis tab

    Range / Waterfall / Calibration data sub-tabs, with seven validated single-asset deal presets for benchmarking.

  • localStorage persistence

    Your inputs survive page reloads — bookmark a configured deal and come back to it.

Methodology

The rNPV formula

rNPV = Σ [ CFₜ × P(reach t) / (1 + r)ᵗ ] − Σ R&D-cost PV

R&D costs are probability-weighted by cumulative likelihood of reaching each stage, then discounted at WACC. Commercial revenue is addressable WW peak pool × peak market share × ramp × year-by-year discount × cumulative LoA, with a patent-cliff haircut on terminal years. The full Methodology card lives inside the calculator on the Summary tab.

Citations

Data sources

DataSourceYear
Phase transition PoSMIT Project ALPHA database (industry-sponsored, biomarker-stratified)Snapshot 2025-12-28
Fallback PoS for non-ALPHA TAsWong & Siah & Lo, Biostatistics2019
Phase durationsSertkaya et al., JAMA Network Open2024
R&D costs by phaseChandra & Mazumdar, Analysis Group / Journal of Investment Management2024
Indication libraryCDC, SEER, NCCN, ADA, AHA, DelveInsight, NIH, primary literature (per indication)2023–2025
Deal benchmarks & royaltiesBioPharma Dealmakers, Evaluate Pharma, company press releases2022–2026

Calibration

Validation

The model is calibrated against seven single-asset deals signed 2024–2026. Median Deal PV / Asset rNPV ratio across the validation set: 55%.

DealStageYear
Sobi / Arthrosi (Pozdeutinurad)Phase III2025
Novartis / Anthos (Abelacimab)Phase III2025
Merck / EyeBio (Restoret)Phase II2024
GSK / Boston (Efimosfermin)Phase III2025
Novartis / Regulus (Farabursen)Phase III2025
AbbVie / IGI (ISB 2001)Phase II2025
Sanofi / Vigil (VG-3927)Phase II2025

License

Open source under MIT

BioValue is released under the MIT License. Outputs are model estimates, not investment advice.

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