Yup. We once analysed a particularly slow query (as in, a specific call to our server, not a path in the abstract) and saw that across the whole cluster it had resulted in eight million retries. And I think it was a 4xx in the end anyway (not that Go is designed for fancy stuff like telling the difference between two kinds of error!).