MLRunOpen Source MLOps Orchestration
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
MLRun vs Prefect
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
MLRun is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.9 versus 0.7 for Prefect.
Choose MLRun if…
- You want the brand AI engines rank higher (1.9 vs 0.7)
Choose Prefect if…
- You need SOC 2 Type II or GDPR compliant coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | MLRun | Prefect |
|---|---|---|
| Visibility score | 1.9% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #31 | #42 |
| Share of voice | 0.3% | 0.3% |
| Mentions this run | 2 | 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
MLRun 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
MLRun leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
MLRunPrefect
Head to head in AI answers
0 engine answers name both brands
0MLRun ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | MLRun | Prefect |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | Kubernetes, AWS cluster, or local Docker for demo and test; multi-cloud, hybrid or on-prem | Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC |
| Compliance | — | SOC 2 Type II, GDPR compliant |
| Support | — | Community forum, Email, Priority support with 30-minute response SLA on enterprise plans |
| Founded | — | 2018 |
| Headquarters | Herzliya, Israel | Washington, DC |
| Employees | — | 51–200 |
| Funding | — | Series B · $47M raised |
| Best for | — | Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler |
Plans side by side
MLRun
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “MLRun vs Prefect”, https://slateindex.ai/compare/mlrun-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.