Hey Amy thanks for checking out phoenix!
- 1.
How does it compare to Evidently and other open source ML Observability solutions?
There are some overlaps in terms of the fact that they both can be used to surface up data drift and data quality problems. I'd say Phoenix is more focused on unstructured data and LLM tracing where as Evidently is more focused on structured data. I have to be honest however that it's been some time since I've tried Evidently so let us know if there's any gaps that you'd like to see filled by phoenix!