Can I deploy Neptune on premises or in a private cloud?
Yes! Neptune can be deployed on your on-prem infrastructure or private cloud. It’s a set of microservices distributed as a Helm chart for Kubernetes deployment. If you need help, our deployment engineers are here to assist every step of the way. If you’re interested in self-hosted Neptune, contact us.
What is the benefit vs WandB?
Teams switch to Neptune when they need: A snappier, scalable UI – Instantly render massive tables and charts, and search through your logs even with thousands of tracked metrics. Pricing that’s more aligned with their needs – Our pricing model doesn’t limit tracked hours. A dedicated experiment tracker – Neptune focuses on experiment tracking, not an end-to-end platform. For the long version, read this full feature-by-feature comparison.
How hard it is to migrate from WandB to Neptune?
Switching to Neptune is straightforward. Our client libraries are similar enough that you can migrate without breaking your workflow. Plus, you’ll get all the core experiment tracking and monitoring features you’re used to, with a UI designed for scale. Here’s how it works: Migrate your historical data with our ready-to-go migration script. Check the script. Update your code (most changes take just a few lines). Enjoy a smooth transition, our team is on hand to resolve any migration issues within 24 hours.
Can I easily query and extract data from Neptune?
Yes. Neptune makes it simple and fast to query, filter, and extract experiment data at scale. Using the neptune-query API, you can pull metrics, losses, validation results, and other metadata from thousands or even millions of data points with minimal latency. The data can be fetched directly into tables, data frames, or series, so you can run statistical analyses, compare experiments, or perform large-scale meta-analyses with ease. This is your data after all, so you should always have fast, direct access to it.