G2

Soumo C.

Solutions Architect

Enterprise (> 1000 emp.)

10/27/2022

"Pachyderm eases MLOps for model lineage and version control"

4.5/5

What do you like best about Pachyderm?

Pachyderm eases the MLOPs for Data Scientists and Data/ML Engineers to a great extent. Its key strength lies in tracking model lineage & version control that no other tool offers so seamlessly and in a simplified UI. It now offers model pipeline where you may run model experiments from a singular user interface. Review collected by and hosted on G2.com.

What do you dislike about Pachyderm?

There must be a free-to-use subscription since community edition does not provides all of the functions as compared to the enterprise edition. The free-to-use edition must provide all the features in limited capability to evaluate the product and the enterprise edition must have unlimited access and runtime to all the features. Maybe in future, Pachyderm may design a single product stack that meets the requirements of end to end MLOps including model build, train, serve, deploy and monitor along with CI/CD pipelines. Review collected by and hosted on G2.com.

What problems is Pachyderm solving and how is that benefiting you?

I use pachyderm in my MLOps track to maintain the lineage of production models for the AI pipeline. Roll back models as and when needed with built in version control. Models of different versions can be implemented using the model lineage functionality. We have deployed several use cases using the model lineage feature of Pachyderm. Review collected by and hosted on G2.com.