IguazioThe Iguazio AI platform operationalizes and de-risks ML & gen AI applications at scale.
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
Iguazio vs Prefect
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Iguazio is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.9 versus 0.7 for Prefect.
Choose Iguazio if…
- You want the brand AI engines rank higher (1.9 vs 0.7)
- You need a self-hosted or on-premises option
Choose Prefect if…
- You need SOC 2 Type II or GDPR compliant coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Iguazio | Prefect |
|---|---|---|
| Visibility score | 1.9% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #32 | #42 |
| Share of voice | 0.4% | 0.3% |
| Mentions this run | 3 | 2 |
| Positive in AI answers | 0% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Iguazio 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
Iguazio leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
IguazioPrefect
Head to head in AI answers
0 engine answers name both brands
0Iguazio ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | Iguazio | Prefect |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | Deployed on multi-cloud, on-premises or hybrid environments, on the customer's own network rather than as SaaS. | 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 | Customer Support | Community forum, Email, Priority support with 30-minute response SLA on enterprise plans |
| Founded | — | 2018 |
| Headquarters | — | Washington, DC |
| Employees | — | 51–200 |
| Funding | Round led by INCapital Ventures · $72M raised | Series B · $47M raised |
| Best for | Organizations that need to move ML and gen AI applications into live production with governance and monitoring. | Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler |
Plans side by side
Iguazio
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Iguazio vs Prefect”, https://slateindex.ai/compare/iguazio-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.