BasetenDeploy AI models in production on the Baseten Inference Stack.
vs
ZenMLAI orchestration, on the infra you choose
Comparison · MLOps Platforms · weekly run Nov 2
Baseten vs ZenML
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
ZenML is the stronger AI pick in MLOps Platforms: it has a visibility score of 6 versus 0.4 for Baseten.
Choose Baseten if…
- You need a self-hosted or on-premises option
- You need HIPAA coverage
- You prefer a larger, established vendor (201–500 employees)
- Usage-based pricing suits your budget better than flat tiers
Choose ZenML if…
- You want the brand AI engines rank higher (6 vs 0.4)
- You need ISO 27001 coverage
- Flat tiers pricing suits your budget better than usage-based
- Free and fully transparent open-source option
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Baseten | ZenML |
|---|---|---|
| Visibility score | 0.4% | 6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #47 | #14 |
| Share of voice | 0.2% | 1.5% |
| Mentions this run | 1 | 11 |
| Positive in AI answers | — | 55% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Baseten 0pp · ZenML 0pp over 0 weekly runs.
Engine by engine
ZenML leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
BasetenZenML
Head to head in AI answers
0 engine answers name both brands
0Baseten ranked higher
0ZenML ranked higher
Features, pricing & fit
| Dimension | Baseten | ZenML |
|---|---|---|
| Pricing model | Usage-based | Flat tiers |
| Entry price | Contact sales | Free; paid from $39 / mo |
| Free plan | Yes | Yes |
| Deployment | Multi-cloud: Baseten Cloud, self-hosted in your own VPC, or hybrid with on-demand flex capacity. | Self-hosted open source, or ZenML's cloud. Enterprise runs on-prem or air-gapped in the customer's cloud, with data and compute staying in the customer's VPC. |
| Integrations | — | 66+ |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type II, ISO 27001 |
| Support | Email and in-app chat, Slack and Zoom support on Pro, Forward-deployed engineers | Community Slack, Email, Dedicated support with SLA on Enterprise, Workshops and architecture reviews on Enterprise |
| Founded | 2019 | 2021 |
| Headquarters | San Francisco, CA | Munich, Germany |
| Employees | 201–500 | 11–50 |
| Funding | Series D | Seed extension · $6M raised |
| Best for | Teams shipping production AI products that need fast, reliable inference for open-source or custom models. | Data science and ML engineering teams that want pipelines and AI agents run on their own infrastructure, and agent teams that want to find the evals they are missing. |
Plans side by side
Pros and cons
Themes from the AI answers that mention each brand
Baseten
Profile in progress.
ZenML
- Free and fully transparent open-source option
- Open-source and Kubernetes-native MLOps tool
- Recommended starting point for MLOps lifecycle coverage
- Among the strongest MLOps platform alternatives
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Baseten vs ZenML”, https://slateindex.ai/compare/baseten-vs-zenml, data of Nov 2, 2026. Licence: CC BY 4.0.