I have been using anthropic almost exclusively for a year, while trying other models, and this has literally never happened. I have NEVER experienced a downtime event. At most a random error in a chat but that is immediately solved on the subsequent request. I use the desktop app, the mobile app, the api with several apps in production that I monitor and reliability has never been an issue.
I pay about $1500 per month on personal api use fyi.