Determined AIMLOps Platforms
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
Determined AI 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 0.3 for Determined AI.
Choose Determined AI if…
- You need a self-hosted or on-premises option
Choose Prefect if…
- You want the brand AI engines rank higher (0.7 vs 0.3)
- You need SOC 2 Type II or GDPR compliant coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Determined AI | Prefect |
|---|---|---|
| Visibility score | 0.3% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #50 | #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
Determined AI 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
Prefect leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Determined AIPrefect
Head to head in AI answers
0 engine answers name both brands
0Determined AI ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | Determined AI | Prefect |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | Runs on-premises or in the cloud, via Docker or Helm charts on Kubernetes. | 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 | — | Washington, DC |
| Employees | — | 51–200 |
| Funding | Round (amount not stated) · $14M raised | 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
Determined AI
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Determined AI vs Prefect”, https://slateindex.ai/compare/determined-ai-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.