BasetenDeploy AI models in production on the Baseten Inference Stack.
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
Baseten vs Prefect
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Prefect is the stronger AI pick in MLOps Platforms: it has a visibility score of 0.7 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 per seat
Choose Prefect if…
- You want the brand AI engines rank higher (0.7 vs 0.4)
- You need GDPR compliant coverage
- Per seat pricing suits your budget better than usage-based
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Baseten | Prefect |
|---|---|---|
| Visibility score | 0.4% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #47 | #42 |
| Share of voice | 0.2% | 0.3% |
| Mentions this run | 1 | 2 |
| Positive in AI answers | — | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Baseten 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
Prefect leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
BasetenPrefect
Head to head in AI answers
0 engine answers name both brands
0Baseten ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | Baseten | Prefect |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Contact sales | Free; paid from $100 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Multi-cloud: Baseten Cloud, self-hosted in your own VPC, or hybrid with on-demand flex capacity. | Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type II, GDPR compliant |
| Support | Email and in-app chat, Slack and Zoom support on Pro, Forward-deployed engineers | Community forum, Email, Priority support with 30-minute response SLA on enterprise plans |
| Founded | 2019 | 2018 |
| Headquarters | San Francisco, CA | Washington, DC |
| Employees | 201–500 | 51–200 |
| Funding | Series D | Series B · $47M raised |
| Best for | Teams shipping production AI products that need fast, reliable inference for open-source or custom models. | Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler |
Plans side by side
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Baseten vs Prefect”, https://slateindex.ai/compare/baseten-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.