ABSTRACT Drug‐induced liver injury (DILI) is poorly predicted by single‐cell‐based assays, probably because of the lack of physiological interactions with other cells within the liver. An intact whole liver system such as one present in zebrafish larvae could provide added value in a screening strategy for DILI; however, the possible occurrence of other organ toxicities and the immature larval stage of the zebrafish might complicate accurate and fast analysis. We investigated whether expression analysis of liver‐specific fatty acid binding protein 10a (lfabp10a) was an appropriate endpoint for assessing hepatotoxic effects in zebrafish larvae. It was found that expression analysis of lfabp10a was a valid marker, as after treatment with hepatotoxicants, dose–response curves could be obtained and statistically significant abnormal lfabp10 expression levels correlated with hepatocellular histopathological changes in the liver. However, toxicity in other vital organs such as the heart could impact liver outgrowth and thus had to be assessed concurrently. Whether zebrafish larvae were suitable for assessing human relevant drug‐induced hepatotoxicity was assessed with hepatotoxicants and non‐hepatotoxicants that have been marketed for human use and classified according to their mechanism of toxicity. The zebrafish larva showed promising predictivity towards a number of mechanisms and was capable of distinguishing between hepatotoxic and non‐hepatotoxic chemical analogues, thus implying its applicability as a potential screening model for DILI. Copyright © 2015 John Wiley & Sons, Ltd. We evaluated lfabp10a as an endpoint for assessing the hepatotoxic effects in zebrafish larvae, and expression analysis was found to be a valid marker, as statistical significant abnormal lfabp10 expression levels correlated with hepatocellular histopathological changes. To assess the applicability for assessing human relevant DILI, 14 drugs were tested that have been marketed for human use, classified according to their mechanism of toxicity. The zebrafish larva showed promising predictivity and was capable of distinguishing between hepatotoxic and non‐hepatotoxic chemical analogues.