Paperspace Gradient
digitalocean.com
What it is
Paperspace Gradient is a machine-learning platform for developing and operating models. It combines managed compute with experiment tracking, a model registry, pipeline orchestration, model serving and data versioning. Gradient is available on Linux, macOS, Windows and the web. Free plans for individual users and teams include 5 GB of storage; no hourly or maximum monthly price is shown for those plans. Paid plans are billed hourly up to a maximum monthly price. Pro — User costs $8 a month and includes 15 GB of storage, while Growth — User costs $39 a month with 50 GB. Team plans include Pro — Team at $12 a month with 15 GB of storage and Growth — Team at $39 a month with 50 GB. Those listed paid prices are maximum monthly prices, not a statement of a fixed hourly charge. The combination of compute and tools for tracking data, organizing pipelines and serving models covers several stages of machine-learning work.
Plans and prices
Strong points and limits
Strong points
- Managed compute is included
- Includes experiment tracking and a model registry
- Supports pipeline orchestration and model serving
- Data versioning is available
Limits
- Free plans list only 5 GB of storage
- Free plans show no hourly or maximum monthly price
- Paid plans are billed hourly
Who it suits
Gradient may suit individual practitioners or teams who need managed compute alongside tools for managing model-development workflows. Its separate user and team plans offer different storage amounts and maximum monthly prices.
Verdict
Gradient brings model workflow tools and managed compute together, with free options for individuals and teams. Paid plans have hourly billing and maximum monthly prices, and storage varies by plan.
Where Specifiction places it
- MLOps Platforms#21 of 296.5