I like how Braintrust makes it easier to evaluate and monitor AI applications in one place. Its tracing and evaluation features are especially helpful for understanding model performance, comparing outputs, and spotting issues early, without having to rely entirely on manual testing or digging through logs. Review collected by and hosted on G2.com.

The biggest downside for me is that Braintrust can take a while to understand when you’re first getting started, especially when it comes to setting up evaluations and organizing test cases. Because the platform offers a lot of capabilities, the initial setup can feel a bit complex, particularly if you’re working on a smaller project. Review collected by and hosted on G2.com.