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
| Data | Source | Year |
|---|---|---|
| Phase transition PoS | MIT Project ALPHA database (industry-sponsored, biomarker-stratified) | Snapshot 2025-12-28 |
| Fallback PoS for non-ALPHA TAs | Wong & Siah & Lo, Biostatistics | 2019 |
| Phase durations | Sertkaya et al., JAMA Network Open | 2024 |
| R&D costs by phase | Chandra & Mazumdar, Analysis Group / Journal of Investment Management | 2024 |
| Indication library | CDC, SEER, NCCN, ADA, AHA, DelveInsight, NIH, primary literature (per indication) | 2023–2025 |
| Deal benchmarks & royalties | BioPharma Dealmakers, Evaluate Pharma, company press releases | 2022–2026 |
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%.
| Deal | Stage | Year |
|---|---|---|
| Sobi / Arthrosi (Pozdeutinurad) | Phase III | 2025 |
| Novartis / Anthos (Abelacimab) | Phase III | 2025 |
| Merck / EyeBio (Restoret) | Phase II | 2024 |
| GSK / Boston (Efimosfermin) | Phase III | 2025 |
| Novartis / Regulus (Farabursen) | Phase III | 2025 |
| AbbVie / IGI (ISB 2001) | Phase II | 2025 |
| Sanofi / Vigil (VG-3927) | Phase II | 2025 |
License
Open source under MIT
BioValue is released under the MIT License. Outputs are model estimates, not investment advice.