Baseten vs MLflow
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
MLflow is the stronger AI pick in MLOps Platforms: it has a visibility score of 50.9 versus 0.4 for Baseten, and ranks ahead in 100% of the answers that name both.
Choose Baseten if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or HIPAA coverage
Choose MLflow if…
- You want the brand AI engines rank higher (50.9 vs 0.4)
- free open-source software with no license fee
- widely adopted MLOps standard and baseline
- experiment tracking and model registry
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Baseten | MLflow |
|---|---|---|
| Visibility score | 0.4% | 50.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #47 | #1 |
| Share of voice | 0.2% | 9.7% |
| Mentions this run | 1 | 65 |
| Positive in AI answers | — | 44% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Baseten 0pp · MLflow 0pp over 0 weekly runs.
Engine by engine
MLflow leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Baseten | MLflow |
|---|---|---|---|
| Best MLOps platform for startups | AI Mode | #6 | #3 |
Features, pricing & fit
| Dimension | Baseten | MLflow |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Contact sales | — |
| Free plan | Yes | — |
| Deployment | Multi-cloud: Baseten Cloud, self-hosted in your own VPC, or hybrid with on-demand flex capacity. | Self-hosted from the open source package, started with one command or Docker. |
| Integrations | — | 100+ |
| Compliance | SOC 2 Type II, HIPAA | — |
| Support | Email and in-app chat, Slack and Zoom support on Pro, Forward-deployed engineers | Documentation, Community Slack, Mailing list mlflow-users@googlegroups.com, GitHub |
| Founded | 2019 | 2018 |
| Headquarters | San Francisco, CA | San Francisco, CA, United States |
| Employees | 201–500 | — |
| Funding | Series D | — |
| Best for | Teams shipping production AI products that need fast, reliable inference for open-source or custom models. | Teams of all sizes building LLM applications, agents and ML models who want open source tooling without vendor lock-in. |
Plans side by side
MLflow
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Baseten
Profile in progress.
MLflow
- free open-source software with no license fee
- widely adopted MLOps standard and baseline
- experiment tracking and model registry
- portability and avoiding cloud or vendor lock-in
- strong free starting point for small teams
- requires DevOps capability and significant infrastructure and integration work
- lower rating of about 4.3/5
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Baseten vs MLflow”, https://slateindex.ai/compare/baseten-vs-mlflow, data of Nov 2, 2026. Licence: CC BY 4.0.