Thank you for mentioning these. Have you come across any blogs or articles that compare these service providers? I am interested to know how people make their decision who to go with.

Log analysis. REST call to these log management services. Error alert. What else more should I consider when assessing a log management service provider? Do you have a list/approach to how you would assess log management service provider?