"Using these two approaches (better target validation and early POC studies) we have estimated that the p(TS) of Phase II compounds can be increased to approximately 50%. As can be seen in our sensitivity analysis [Fig. 3 in the paper; image below in this notion], reducing Phase II attrition by this much will by itself lower the cost per NME by approximately 30%." (Source)

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A review of clinical trials conducted between 2006-2015 (9985 trials) reveal a low Phase-I to approval success rate for oncology drugs compared to other non-oncology disease areas (5.1% vs. 11.8% respectively) [12]. Further, the success of a biomarker-driven clinical trial was 3-times higher than a trial without biomarkers (25.9% vs. 8.4% respectively) (Source)

The regulatory and phase III costs may remain more or less the same for a repurposed drug as for a new drug in the same indication, but there could still be substantial savings in preclinical and phase I and II costs. Together, these advantages have the potential to result in a less risky and more rapid return on investment in the development of repurposed drugs, with lower average associated costs once failures have been accounted for (indeed, the costs of bringing a repurposed drug to market have been estimated to be US$300 million on average, compared with an estimated ~$2–3 billion for a new chemical entity). [Source]

My feeling is that the proportion of drugs that in theory could be repositioned is probably around 75%,” says Bernard Munos, a senior fellow at FasterCures, a drug-development advocacy organization in Washington DC, and a member of the advisory council of the National Center for Advancing Translational Sciences (NCATS) at the NIH. [Source]

But the fraction is probably quite a bit smaller in practice, he concedes. Repositioned drugs still have to make it through phase II and III clinical trials for their new purpose — trials that respectively eliminate 68% and 40% of every compound that gets that far.