Best Deeploy Alternatives in 2026
The top Deeploy alternatives are SAS Model Manager, Cloudera AI Registry and MLflow Model Registry: 15 model registry software our editors would look at instead of Deeploy, in our ranking order.
Deeploy: A governed model registry for teams managing AI systems across their lifecycle. Where it falls short: no free plan is available.
Switching from Deeploy? For most model registry software buyers the best Deeploy alternative is SAS Model Manager, built for enterprise teams needing formal model governance. On a budget, ClearML starts at $15/user/mo. MLflow Model Registry has a free plan, which Deeploy does not.
Why People Look for a Deeploy Alternative
- No free plan is available
- Pricing combines platform and seat fees and requires a demo
- Core is SaaS-only and does not include SSO or user management
- No free plan — 6 of the alternatives below have it
Quick Picks by What You Need
- Best overallSAS Model Manager9.3
Enterprise teams needing formal model governance
Visit SAS Model Manager - Lowest priceClearML7.6
Paid plans from $15/user/mo
Visit ClearML - Best free optionMLflow Model Registry8.9
Has a free plan (Deeploy has none)
Visit MLflow Model Registry
All 15 Deeploy Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forEnterprise teams needing formal model governance
- Better than Deeploy:
- Editor score 9.3 vs 7.9
A governance-focused registry for managing models from versioning through monitoring.
- Approval workflows
- Model lineage
- Artifact storage
9.3/10★★★★★Visit SAS -
Best forCloudera platform users
- Better than Deeploy:
- Editor score 9.2 vs 7.9
A focused model registry for teams operating machine learning workflows in Cloudera AI.
- Model lineage
- Artifact storage
- Model versioning
9.2/10★★★★★Visit Cloudera -
Best forTeams wanting a dedicated, open registry
- Better than Deeploy:
- Free plan
- Editor score 8.9 vs 7.9
An open registry for versioning, lineage, approvals, aliases, and model promotion.
- Model aliases
- Approval workflows
- Model lineage
8.9/10★★★★☆Visit MLflow -
Best forTeams managing model artifacts at scale
- Better than Deeploy:
- Free plan
- Editor score 8.8 vs 7.9
A registry for versioning, lineage, governance, and lifecycle management of ML artifacts.
- Model aliases
- Model lineage
- Artifact storage
8.8/10★★★★☆Visit W&B Registry -
Best forEnterprise AI teams needing governance and compute
- Better than Deeploy:
- Editor score 8.7 vs 7.9
A full MLOps platform for enterprise teams that need registry governance and managed compute.
8.7/10★★★★☆Visit Domino -
Best forTeams prioritizing secure model supply chains
- Better than Deeploy:
- Editor score 8.6 vs 7.9
A centralized registry for teams that need governed, versioned model delivery.
- Model lineage
- Artifact storage
- Model versioning
8.6/10★★★★☆Visit JFrog ML -
Best forAWS-centric end-to-end ML teams
- Better than Deeploy:
- Editor score 8.4 vs 7.9
A broad AWS-native model registry with tracking, pipelines, feature management, and serving.
8.4/10★★★★☆Visit SageMaker AI -
Best forDatabricks and Unity Catalog users
- Better than Deeploy:
- Editor score 8.3 vs 7.9
A broad Databricks-native registry for teams running production AI systems.
8.3/10★★★★☆Visit Databricks -
Best forTeams needing registry plus feature governance
- Better than Deeploy:
- Free plan
- Editor score 8.2 vs 7.9
A broad registry and governance platform for teams managing models, features, and lineage.
8.2/10★★★★☆Visit Hopsworks -
Best forMulti-cloud MLOps teams
- Better than Deeploy:
- Editor score 8.1 vs 7.9
A broad MLOps platform for versioned models, repeatable pipelines, and multi-cloud deployment.
8.1/10★★★★☆Visit Valohai -
Best forOpen-source teams wanting broad MLOps
A broad open-source MLOps platform combining registry, orchestration, serving, and monitoring.
7.8/10★★★★☆Visit MLRun -
Best forTeams pairing registry with experiment tracking
- Better than Deeploy:
- Free plan
A broad registry and experiment-tracking platform with a capable free plan.
7.7/10★★★★☆Visit Comet -
Best forTeams needing a free full MLOps platform
- Better than Deeploy:
- Free plan
A free, full MLOps platform for teams that need registry, lineage, and workflow tooling.
7.6/10★★★★☆Visit ClearML -
Best forOCI users needing managed model storage
A broad OCI-native platform for storing, deploying, and monitoring machine-learning models.
7.5/10★★★★☆Visit Oracle Cloud -
Best forKubernetes-native MLOps organizations
- Better than Deeploy:
- Free plan
A Kubernetes-focused registry and MLOps control plane with open-source access and paid scaling.
7.4/10★★★★☆Visit Polyaxon
Deeploy Alternatives: Common Questions
What is the best alternative to Deeploy?
SAS Model Manager: #1 in our Model Registry Software ranking, with an editor score of 9.3 out of 10. A governance-focused registry for managing models from versioning through monitoring.
Is there a free alternative to Deeploy?
Yes. MLflow Model Registry, W&B Registry, Hopsworks AI Lakehouse, MLRun and Comet have a free plan or a free tier (7 of the 15 alternatives on this page).
What is the cheapest paid alternative to Deeploy?
Of the alternatives here that publish a price, ClearML starts lowest, at $15/user/mo.
Why do people look for Deeploy alternatives?
No free plan is available; Pricing combines platform and seat fees and requires a demo; Core is SaaS-only and does not include SSO or user management.
How do I switch from Deeploy?
Export your data from Deeploy (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Deeploy.
How to Switch from Deeploy
- Export your data from Deeploy (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Deeploy.
Deeploy vs Each Alternative
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 11 | Deeploy | No | 7.9 | |
| 1 | SAS Model Manager | No | 9.3 | |
| 2 | Cloudera AI Registry | 9.2 | ||
| 3 | MLflow Model Registry | Yes | Free | 8.9 |
| 4 | W&B Registry | Yes | $60/mo | 8.8 |
| 5 | Domino Enterprise AI Platform | No | 8.7 | |
| 6 | JFrog ML | No | 8.6 | |
| 7 | Amazon SageMaker AI | No | 8.4 | |
| 8 | Databricks Mosaic AI | 8.3 | ||
| 9 | Hopsworks AI Lakehouse | Yes | 8.2 | |
| 10 | Valohai | No | 8.1 | |
| 11 | MLRun | Free | 7.8 | |
| 12 | Comet | Yes | $19/user/mo | 7.7 |
| 13 | ClearML | Yes | $15/user/mo | 7.6 |
| 14 | Oracle Cloud Infrastructure Data Science | No | 7.5 | |
| 15 | Polyaxon | Yes | $125/mo | 7.4 |
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update