During the last decade, organoid and organs鈥恛n鈥恈hip technologies have significantly enhanced the ability to model human biology in vitro. For the pharmaceutical industry, this represents an opportunity to augment, or possibly replace, traditional preclinical animal studies with more clinically predictive tools. In the last few years, the marketplace for new human model systems has expanded rapidly. While pharma companies welcome the breadth of new options, ample choice can be paralyzing. Even for experts from the model developer community who are now filling the ranks in the聽industry, the pairing of the right model for a specific, fit鈥恌or鈥恜urpose biological question can be daunting. As a community, the聽adoption of these models can be hastened in the聽industry by publishing high dimensional datasets (e.g., multiomic, imaging, functional, etc.) on existing model systems, termed model鈥恛mics, and storing them in publicly accessible databases. This action will allow for quick cross鈥恗odel comparisons and provide a聽sought鈥恆fter rationale for either routine or fit鈥恌or鈥恜urpose use of organoids or organs鈥恛n鈥恈hip during drug development.