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Insights / Industry Education
February 16, 2026/18 min read/Updated October 22, 2026

Drug Development Stages: The Complete Guide from Discovery to Approval

A definitive walkthrough of every stage in the pharmaceutical development process—with timelines, costs, success rates, and strategic deal implications at each phase.

Drug Development Stages: The Complete Guide from Discovery to Approval
Fig. 01 / Industry Education / February 16, 2026Source: VLS Research

The Long Road to Market

Bringing a new drug from initial concept to patient access is one of the most complex, expensive, and time-consuming endeavors in modern industry. On average, it takes 10-15 years and costs $1.6-2.6 billion—with only about 7-12% of drugs entering clinical trials ultimately receiving approval. Understanding each stage of this process is critical for investors, business development professionals, and anyone evaluating pharmaceutical assets.

The Drug Development Pipeline

Drug development follows a structured, regulatory-driven process that can be divided into eight major stages. Each stage serves a specific purpose, involves different stakeholders, and carries distinct risk profiles.

The Drug Development Pipeline
DiscoveryPreclinicalINDPhase 1Phase 2Phase 3NDA/BLA✓
From initial discovery to post-market surveillance, each stage has distinct timelines, costs, and success rates.

Drug Development at a Glance

10-15 yrs
Average Timeline
$1.6-2.6B
Average Cost
7-12%
Overall Success Rate
~50
Novel Approvals/Year

Stage 1: Drug Discovery & Target Identification

2-4 years $50-200M ~10,000 compounds screened

Drug discovery begins with identifying a biological target—a protein, gene, or pathway implicated in a disease. Researchers then screen thousands of compounds to find molecules that interact with the target in a therapeutically useful way.

Key Activities

  • Target identification & validation: Using genomics, proteomics, and disease biology to find druggable targets. CRISPR gene editing has accelerated this process significantly.
  • Hit identification: High-throughput screening (HTS) of compound libraries—testing 100,000-1,000,000+ molecules against the target. AI-driven drug discovery platforms like Recursion and Isomorphic Labs are reducing this from months to weeks.
  • Lead optimization: Refining “hit” compounds to improve potency, selectivity, metabolic stability, and drug-like properties through medicinal chemistry.
  • Proof of concept: Demonstrating the compound’s mechanism works in cell-based assays and basic animal models.

AI Is Transforming Discovery

AI could save roughly 25-50% of the time and cost of reaching the preclinical stage, according to a 2023 BCG and Wellcome estimate. Insilico Medicine's AI-discovered TNIK inhibitor rentosertib (INS018_055) began Phase 2a in idiopathic pulmonary fibrosis in 2023, and its results were published in Nature Medicine in June 2025. However, AI accelerates discovery—not clinical development. The regulatory timeline remains unchanged.

Stage 2: Preclinical Development

1-3 years $20-50M In vitro + in vivo studies

Preclinical development evaluates the drug candidate's safety, pharmacokinetics (how the body processes the drug), and pharmacodynamics (what the drug does to the body) before human testing. This stage is heavily regulated and must follow Good Laboratory Practice (GLP) standards.

Required Studies

ADME Studies

Absorption, Distribution, Metabolism, and Excretion profiling to understand how the drug behaves in the body.

Toxicology Studies

Acute and chronic toxicity testing in at least two species (typically rodent and non-rodent) to establish safe starting doses for humans.

Formulation Development

Developing a stable, manufacturable drug form (tablet, injection, etc.) suitable for clinical trials—Chemistry, Manufacturing, and Controls (CMC).

Efficacy Models

Animal models of disease to demonstrate that the drug has the intended therapeutic effect—pharmacology studies.

Attrition and Why Drugs Fail

Most drug candidates never reach human testing, and about 90% of those that do enter clinical trials still fail. The main reasons for clinical failure are lack of efficacy (40-50%), unmanageable toxicity (about 30%), poor drug-like properties (10-15%), and commercial or strategic reasons (about 10%) (Sun et al., 2022). This high attrition rate is why the fully capitalized cost of drug development is so high.

Stage 3: IND Application

30-day FDA review Regulatory filing

Before testing a new drug in humans, sponsors must file an Investigational New Drug (IND) application with the FDA (or CTA with the EMA, or IND with the NMPA in China). The IND includes all preclinical data, the proposed clinical trial protocol, investigator information, and CMC details.

The FDA has 30 days to review the IND. If no clinical hold is issued, the sponsor may proceed with Phase 1 trials. About 91% of initial INDs proceed without a clinical hold: in CDER’s fiscal 2013 data, 125 of 1,410 were placed on hold within the first 30 days.

IND Application: Key Components

SectionContents
Animal Pharmacology & ToxicologyAll preclinical data demonstrating reasonable safety for first-in-human testing
Manufacturing Information (CMC)Drug composition, manufacturing process, quality controls, stability data
Clinical ProtocolDetailed Phase 1 trial design including objectives, patient population, dosing, and endpoints
Investigator InformationQualifications and experience of the principal investigator(s)
Previous Human ExperienceAny prior human data (if applicable—common for repurposed drugs)

Stage 4: Phase 1 Clinical Trials

~2.3 years in phase 20-100 participants $15-30M

Phase 1 is the first test in humans. The primary objective is to evaluate safety, tolerability, and pharmacokinetics—not efficacy. Participants are typically healthy volunteers (except in oncology, where Phase 1 enrolls patients with advanced cancer).

Phase 1 Design Types

  • Single Ascending Dose (SAD): Small groups receive progressively higher single doses to find the maximum tolerated dose (MTD).
  • Multiple Ascending Dose (MAD): Groups receive multiple doses at increasing levels to assess steady-state pharmacokinetics and safety over time.
  • Food effect studies: Evaluate how food impacts drug absorption.
  • Drug-drug interaction studies: Assess potential interactions with commonly prescribed medications.

Phase 1 Success Rate

Approximately 50-65% of drugs successfully complete Phase 1 and advance to Phase 2. For oncology drugs, the success rate is lower (~45-55%) due to the patient population and more aggressive dosing. Phase 1 is relatively low-risk compared to later stages—the major attrition occurs in Phase 2.
BIO, Informa Pharma Intelligence

Stage 5: Phase 2 Clinical Trials

~3.6 years in phase 100-300 patients $20-80M

Phase 2 is the critical proof-of-concept stage. For the first time, the drug is tested in patients with the target disease to evaluate whether it actually works. This is where the majority of drugs fail—and where the most important go/no-go decisions are made.

Phase 2a (Dose-Finding)

Smaller studies focused on optimal dosing. Tests multiple dose levels to find the sweet spot between efficacy and safety. Often uses adaptive trial designs.

Phase 2b (Proof of Concept)

Larger, more rigorous studies with the selected dose(s) to establish efficacy signals. Randomized, placebo-controlled designs. Results inform the Phase 3 trial design.

The Phase 2 Valley of Death

Phase 2 has the highest failure rate of any clinical stage. Only 25-35% of drugs advance from Phase 2 to Phase 3. The primary reason: 50-60% of Phase 2 failures are due to insufficient efficacy—the drug simply does not work well enough in patients. This is why positive Phase 2 data is the single most value-inflecting event in drug development.

Stage 6: Phase 3 Clinical Trials

~3.3 years in phase 300-3,000 patients $100-500M+

Phase 3 trials are the pivotal, registration-enabling studies that form the basis of the regulatory submission. They are large, randomized, controlled trials designed to definitively demonstrate efficacy and monitor adverse reactions in a broad patient population. For an overview of recent pivotal trial deals, see our biotech licensing deal tracker.

Phase 3 is the most expensive stage of drug development, typically requiring multiple trial sites across dozens of countries. The FDA historically expected two adequate and well-controlled trials, but in February 2026 its leadership announced that one adequate and well-controlled trial plus confirmatory evidence is now the default basis for approving novel products; two trials can still be required case by case.

Phase 3 Design Elements

  • Randomized Controlled Trial (RCT): Patients are randomly assigned to the study drug or a comparator (placebo or active control).
  • Double-blind: Neither patients nor investigators know who receives the drug vs. comparator, minimizing bias.
  • Multi-center, multi-national: Conducted across 100-500+ sites globally to demonstrate efficacy across diverse populations.
  • Primary endpoints: Must be clinically meaningful—overall survival, progression-free survival, disease-specific outcomes, or validated surrogate endpoints.
  • Statistical rigor: P-value < 0.05 is the standard threshold, with pre-specified statistical analysis plans (SAPs) to prevent data manipulation.

Phase 3 Economics

Phase 3 is the costliest stage: DiMasi and colleagues put average out-of-pocket costs per investigational drug at $25 million in Phase 1, $59 million in Phase 2 and $255 million in Phase 3 (2013 dollars, large-pharma sample). Across 225 pivotal trials, Moore and colleagues found a median cost of about $41,000 per patient and a median of about $48 million for the pivotal trials behind each new drug, with large outcome-trial programs running far higher. For strategies to manage enrollment timelines and costs, see our clinical trial patient enrollment strategies guide.
Tufts CSDD (DiMasi et al.); Moore et al., BMJ Open

Stage 7: Regulatory Review & Approval

10-18 months NDA / BLA submission

After successful Phase 3 trials, the sponsor submits a New Drug Application (NDA) for small molecules or a Biologics License Application (BLA) for biologics to the FDA. In Europe, a Marketing Authorisation Application (MAA) is submitted to the EMA. In China, the equivalent submission goes to the NMPA.

Regulatory Review Timelines by Agency

AgencySubmission TypeStandard ReviewPriority Review
FDA (U.S.)NDA / BLA10 months (12 from submission)6 months (8 from submission)
EMA (Europe)MAA12-15 months150 days (accelerated)
NMPA (China)NDA12-18 months130 working days
PMDA (Japan)NDA / BLA12 months9 months; 6 months (SAKIGAKE)

FDA’s drug center (CDER) approved 55 novel drugs in 2023, 50 in 2024 and 46 in 2025, close to its ten-year average of about 47 a year. The approval rate for drugs that reach the NDA/BLA stage is about 90%.

Stage 8: Post-Market Surveillance (Phase 4)

Ongoing Real-world population

After approval, the drug enters Phase 4—post-marketing surveillance. The FDA and EMA may require additional studies to monitor long-term safety, evaluate use in special populations (pediatric, geriatric, pregnant), or explore new indications.

Adverse event reporting is mandatory. The FDA's MedWatch system and EMA's EudraVigilance collect real-world safety data. In rare cases, serious safety signals discovered post-market can lead to label changes, restricted access (REMS programs), or full market withdrawal.

Post-Market Withdrawals

About 3% of new chemical entities approved in the US from 1975 to 1999 were later withdrawn for safety reasons, and about 10% were either withdrawn or given a new boxed warning (Lasser et al., JAMA 2002). Notable examples include Vioxx (rofecoxib, cardiovascular events), Belviq (lorcaserin, cancer risk), and Zantac (ranitidine, NDMA contamination). This underscores why pharmacovigilance is critical.

Accelerated Pathways & Special Designations

Regulatory agencies offer several expedited pathways for drugs addressing serious or life-threatening conditions with unmet medical need. These can significantly compress development timelines.

Fast Track

FDA

Criteria: Serious condition + unmet medical need

Benefit: More frequent FDA meetings, rolling review (submit sections as completed instead of all at once)

Time savings: Rolling review lets the sponsor file sooner

Breakthrough Therapy

FDA

Criteria: Preliminary evidence of substantial improvement over existing treatments

Benefit: Intensive FDA guidance, organizational commitment, rolling review. Most valuable designation.

Time savings: Can shorten development considerably

Accelerated Approval

FDA

Criteria: Surrogate or intermediate endpoint reasonably likely to predict clinical benefit

Benefit: Approval based on surrogate endpoints (e.g., tumor shrinkage) before full survival data is available.

Time savings: Can considerably shorten time to approval

Priority Review

FDA

Criteria: Significant improvement in safety or effectiveness

Benefit: 6-month FDA review goal instead of the standard 10 months (measured from the 60-day filing date).

Time savings: Saves about 4 months on review

PRIME

EMA

Criteria: Substantial clinical advantage for unmet medical need

Benefit: Enhanced interaction and early dialogue with EMA. European equivalent of Breakthrough Therapy.

Time savings: Eligible for accelerated assessment (150 days)

SAKIGAKE

PMDA (Japan)

Criteria: Innovative drug with clear medical need, developed primarily in Japan

Benefit: Priority consultation, 6-month review, longer post-market re-examination.

Time savings: 6-month review target (vs 12 months standard)

Business Development Implications by Stage

Understanding where an asset sits in the development pipeline directly determines its rNPV valuation, deal structure, and attractiveness to potential partners or acquirers.

Asset Valuation & Deal Dynamics by Development Stage

StageTypical Deal TypeUpfront RangeRisk Profile
DiscoveryResearch collaboration, option-to-license$5-50MVery high (PoS well below Phase 1’s 7.9%)
PreclinicalLicensing with milestones$10-100MHigh (PoS below Phase 1’s 7.9%)
Phase 1Licensing or co-development$25-200MHigh (~8% PoS)
Phase 2 (positive)Licensing, co-promotion, acquisition$100M-1B+Moderate (~52% PoS once Phase 3 begins, up from ~15% at Phase 2 start)
Phase 3Acquisition, licensing, co-commercialization$500M-5B+Lower (~52% PoS)
Approved / MarketedAcquisition, geographic licensing$1B-20B+Low (commercial risk)

PoS: likelihood of FDA approval from the start of each phase, across all indications (Phase 1: 7.9%, Phase 2: 15.1%, Phase 3: 52.4%), from BIO, Informa and QLS, Clinical Development Success Rates 2011–2020. Discovery and preclinical assets have lower odds still.

The Phase 2 Inflection Point

Positive Phase 2 data is the single most value-inflecting event in drug development. A successful Phase 2 readout can multiply an asset's value several times over: moving from Phase 2 to Phase 3 lifts the likelihood of approval from 15.1% to 52.4% (BIO), roughly 3.5 times on a risk-adjusted basis before any change in commercial expectations. This is why savvy acquirers and licensors focus heavily on Phase 2 assets—they offer the best risk-adjusted return on investment. For a deeper look at deal timing, see our in-licensing vs out-licensing guide.

Frequently Asked Questions

How long does drug development take from discovery to approval?

The average drug development timeline is 10-15 years from initial discovery to regulatory approval. Discovery and preclinical work typically take several years. In the BIO, Informa and QLS 2011-2020 study, the clinical and regulatory stages alone averaged 10.5 years: 2.3 years in Phase 1, 3.6 in Phase 2, 3.3 in Phase 3 and 1.3 in regulatory review. Programs using expedited pathways can move considerably faster.

How much does it cost to develop a new drug?

The average cost to develop a new drug is about $1.6-2.6 billion once the cost of failed programs and the cost of capital are included: a mean of about $1.6 billion per approved drug (Wouters et al., JAMA 2020, as corrected in 2022) and $2.6 billion (DiMasi et al., 2016). The two studies use different data and methods. Oncology drugs tend to cost more, while rare disease drugs can sometimes cost less due to smaller trial sizes.

What is the success rate for drugs entering clinical trials?

Approximately 7-12% of drugs entering Phase 1 clinical trials ultimately receive FDA approval (7.9% of development programs across all indications in the BIO, Informa and QLS 2011-2020 study). Success rates by phase in that study: Phase 1 to Phase 2 52.0%, Phase 2 to Phase 3 28.9%, Phase 3 to NDA/BLA submission 57.8%, and submission to approval 90.6%.

What is the difference between Phase 1, 2, and 3 clinical trials?

Phase 1 tests safety and dosing in 20-100 healthy volunteers. Phase 2 tests efficacy and side effects in 100-300 patients with the target disease. Phase 3 confirms efficacy in roughly 300-3,000 patients through randomized controlled trials. Each phase increases in size, cost, and regulatory complexity.

What are the FDA accelerated approval pathways?

The FDA offers four expedited pathways: Fast Track (for serious conditions with unmet need), Breakthrough Therapy (substantial improvement over existing treatments), Accelerated Approval (based on surrogate endpoints), and Priority Review (6-month review instead of 10 months). Used together, they can substantially shorten the path to approval.

Evaluating an Asset for Licensing or Partnership?

We help biopharma companies evaluate, structure, and close deals at every development stage—from our comprehensive due diligence checklist through preclinical in-licensing to commercial-stage acquisitions across Asia, Europe, and the Americas.

Sources

  1. Vision Lifesciences research: our own deal tracking and insights from our day-to-day cross-border licensing and M&A advisory work (about us)
  2. BIO, Informa Pharma Intelligence and QLS, Clinical Development Success Rates and Contributing Factors 2011–2020 (2021)
  3. Wouters, McKee and Luyten, Estimated research and development investment needed to bring a new medicine to market, JAMA (2020; corrected 2022)
  4. DiMasi, Grabowski and Hansen, Innovation in the pharmaceutical industry: new estimates of R&D costs, Journal of Health Economics (2016)
  5. Moore et al., Variation in the estimated costs of pivotal clinical benefit trials supporting the US approval of new therapeutic agents, BMJ Open (2020)
  6. Sun et al., Why 90% of clinical drug development fails and how to improve it?, Acta Pharmaceutica Sinica B (2022)
  7. Clinical holds for initial INDs: CDER fiscal 2013 data (PubMed Central)
  8. eCFR, 21 CFR 312.40 — when an IND goes into effect
  9. US FDA, Step 3: Clinical research (trial phases and participant numbers)
  10. ArentFox Schiff, FDA announces a single pivotal trial as the new default standard for drug approval (February 2026)
  11. US FDA, Novel drug approvals for 2025
  12. Prime Therapeutics, Trends in recent FDA-approved treatments (2023–2025 novel approval counts)
  13. US FDA, Priority review
  14. European Medicines Agency, Support for early access (accelerated assessment and PRIME)
  15. NMPA, Provisions for Drug Registration (review timelines)
  16. CMIC, Regulatory systems in Japan (PMDA review targets and SAKIGAKE)
  17. Public Citizen, Timing of new black-box warnings and withdrawals for prescription medications (Lasser et al., JAMA 2002)
  18. Insilico Medicine, Nature Medicine publication of Phase IIa results for rentosertib in IPF (June 2025)
  19. Statista, AI in drug discovery: estimated time and cost savings (BCG and Wellcome, 2023)

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