What I appreciate most about Sumo Logic is its Continuous Intelligence feature. It brings together vast amounts of diverse data and, with the help of AI, quickly transforms this information into actionable insights. This capability significantly speeds up the resolution of both security and operational issues.

Ease to search for logs, properly grouped logging structure

- Runtime calculated fields are incredible. Unlike Datadog (where calculated fields must be defined at ingestion time), Sumo Logic lets you define them on the fly. This is a massive productivity boost when you’re iterating on queries or exploring new log patterns. - Outstanding value. Hosting my entire company’s logs cost roughly $100/month, which is shockingly affordable compared to Datadog or similar platforms. - Easy integration with Heroku. The setup was quick and straightforward—no complex pipelines or custom agents required. - Powerful search and flexibility. Once you get comfortable with its syntax, the query language is expressive and great for digging deep into logs.