Understanding Phoenix vs. Arize for Analyzing Time-Stacked Embeddings

Shaheryar K. very interesting - yes Phoenix is designed to be a scientific comparison tool where the reference is meant to be a static baseline over which you analyze the primary dataset. So your use-case will be tough to do in Phoenix. I'm super interested in your use-case however. Could you shed more light as to why you are trying to analyze your embeddings stacked in time? Are you doing AB comparisons? I will note Shery that the Arize platform does have more comprehensive baselining. It let's you configure moving baselines so you can stack bins across time. This might be a good option for you. Arize is free for a certain volume so that might be a good option Arize AX Support