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When executing a batch, if one of the operation of TableBatchOperation fails:
Answer is 1 – Even if one operation fails in the batch, the entire operation fails (or in other words rolls back). This is similar to performing transactions in a relational database. What’s interesting is that you get an index of the failed entity in the response when this happens. Check this thread for more details: Azure CloudTable.ExecuteBatch(TableBatchOperation) throws a storageexception. How can I find which operation(s) caused the exception?