Domino Data LabThe enterprise AI platform to build, scale, and govern AI-powered applications
vs
PrefectWorkflow orchestration for data, ML, and agents
Comparison · MLOps Platforms · weekly run Nov 2
Domino Data Lab vs Prefect
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Domino Data Lab is the stronger AI pick in MLOps Platforms: it has a visibility score of 5.6 versus 0.7 for Prefect.
Choose Domino Data Lab if…
- You want the brand AI engines rank higher (5.6 vs 0.7)
- AI answers describe it more positively (35% vs 0% positive)
- You need a self-hosted or on-premises option
- You need ISO 27001 or ISO 9001 or SOC 2 or HIPAA or GDPR coverage
Choose Prefect if…
- You want a free plan to start
- You need SOC 2 Type II or GDPR compliant coverage
- Per seat pricing suits your budget better than flat tiers
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Domino Data Lab | Prefect |
|---|---|---|
| Visibility score | 5.6% | 0.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #15 | #42 |
| Share of voice | 2.5% | 0.3% |
| Mentions this run | 17 | 2 |
| Positive in AI answers | 35% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Domino Data Lab 0pp · Prefect 0pp over 0 weekly runs.
Engine by engine
Domino Data Lab leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Domino Data LabPrefect
Head to head in AI answers
0 engine answers name both brands
0Domino Data Lab ranked higher
0Prefect ranked higher
Features, pricing & fit
| Dimension | Domino Data Lab | Prefect |
|---|---|---|
| Pricing model | Flat tiers | Per seat |
| Entry price | Contact sales | Free; paid from $100 per seat / mo |
| Free plan | No | Yes |
| Deployment | Single-tenant managed SaaS (Domino Cloud), or self-managed in the customer's VPC or on-premises, with hybrid and multicloud operation via Domino Nexus. Runs on Kubernetes. | Prefect Cloud fully managed with Prefect Serverless compute, or hybrid with lightweight workers inside the customer's own VPC |
| Compliance | ISO 27001, ISO 9001, SOC 2, HIPAA, GDPR | SOC 2 Type II, GDPR compliant |
| Support | Premium support with 2 business day response for non-urgent issues and 2 hour response for urgent issues, Enterprise support with 1 business day response for non-urgent issues and 1 hour response for urgent issues, Designated customer success manager on Enterprise plans, Security team available 24/7 for enterprise customers | Community forum, Email, Priority support with 30-minute response SLA on enterprise plans |
| Founded | 2013 | 2018 |
| Headquarters | San Francisco, CA | Washington, DC |
| Employees | 201–500 | 51–200 |
| Funding | Strategic equity investment from UBS · $228M raised | Series B · $47M raised |
| Best for | Large enterprises in regulated industries such as life sciences, financial services and the public sector, especially code-first data science teams. | Python data, ML, and agent teams that want durable production workflows without hosting their own scheduler |
Plans side by side
Domino Data Lab
Domino CloudCustomsubscription
PremiumCustomsubscription
EnterpriseCustomsubscription
Pros and cons
Themes from the AI answers that mention each brand
Domino Data Lab
- Reproducible development environments
- Centralized governance and lifecycle policy enforcement
- Suited to collaborative, governed enterprise data science at scale
- Analyst recognition, such as a Gartner Visionary placement
Prefect
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Domino Data Lab vs Prefect”, https://slateindex.ai/compare/domino-data-lab-vs-prefect, data of Nov 2, 2026. Licence: CC BY 4.0.