Side by side
Hopsworks AI Lakehouse vs InstantML
Both stand on ml experiment tracking software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Hopsworks AI Lakehouse brings data storage, feature pipelines, and AI workflows together across batch, streaming, and LLM use cases. Its free tier is limited to one project, while expanded plans use usage-based or custom pricing.
Visit Hopsworks AI Lakehouse
Choose InstantML if your team needs experiment tracking with queryable run data, migration imports, and offline buffering in its Python SDK. The Free plan covers smaller work, while Pro starts at $199 a month; teams needing SSO/SAML, VPC or self-hosted deployment, custom retention, compliance, or dedicated support can look at enterprise or custom terms.
Visit InstantMLThe facts
| Hopsworks AI Lakehouse | InstantML | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | API, Linux, Self-hosted, Web | API, Web |
| Lowest paid plan | Free or on request | See the plans |
| Plans published | 3 | 3 |
| Maker | Not published | Not published |
| Website | hopsworks.ai | instantml.ai |
| On ml experiment tracking software | #5 of 39 | #9 of 39 |
Hopsworks AI Lakehouse: what it does well
- Supports three open table formats
- Streaming features have sub-second freshness
- Free plan includes Feature Store and Model Registry
- Offers managed and air-gapped deployment options
What to know first
- Free plan is limited to one project
- SaaS uses usage-based pricing
- Enterprise pricing is custom
InstantML: what it does well
- Charts include smoothing, zoom, and hover readouts.
- Run configs, metrics, tags, artifacts, histograms, and media are queryable.
- SDK buffers logs and spools them offline during network drops.
- Imports W&B, MLflow, and Neptune JSON.
- Artifacts and checkpoints can use customer S3 or R2 storage.
What to know first
- Free organizations are blocked at their monthly API request allowance.
- Free plan is limited to 2 seats, 2 projects, and 100 runs.
- Free plan includes 2 GiB of hosted storage.
- Pro and Premium meter storage and API request overages.
Alternatives to Hopsworks AI Lakehouse Alternatives to InstantML The whole list