WhyLabs vs ZenML
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
ZenML is the stronger AI pick in MLOps Platforms: it has a visibility score of 6 versus 0.6 for WhyLabs, and ranks ahead in 100% of the answers that name both.
Choose WhyLabs if…
No clear advantage in the published data.
Choose ZenML if…
- You want the brand AI engines rank higher (6 vs 0.6)
- AI answers describe it more positively (55% vs 0% positive)
- You need ISO 27001 coverage
- Free and fully transparent open-source option
AI visibility side by side
Latest weekly run · Nov 2
| Metric | WhyLabs | ZenML |
|---|---|---|
| Visibility score | 0.6% | 6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #46 | #14 |
| Share of voice | 0.2% | 1.5% |
| Mentions this run | 2 | 11 |
| Positive in AI answers | 0% | 55% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
WhyLabs 0pp · ZenML 0pp over 0 weekly runs.
Engine by engine
ZenML leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | WhyLabs | ZenML |
|---|---|---|---|
| What are the best MLOps Platforms tools in 2026? | ChatGPT | #18 | #9 |
Features, pricing & fit
| Dimension | WhyLabs | ZenML |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Free; paid from $39 / mo |
| Free plan | — | Yes |
| Deployment | — | Self-hosted open source, or ZenML's cloud. Enterprise runs on-prem or air-gapped in the customer's cloud, with data and compute staying in the customer's VPC. |
| Integrations | — | 66+ |
| Compliance | SOC 2 Type II | SOC 2 Type II, ISO 27001 |
| Support | — | Community Slack, Email, Dedicated support with SLA on Enterprise, Workshops and architecture reviews on Enterprise |
| Founded | 2019 | 2021 |
| Headquarters | — | Munich, Germany |
| Employees | — | 11–50 |
| Funding | Series A · $14M raised | Seed extension · $6M raised |
| Best for | — | Data science and ML engineering teams that want pipelines and AI agents run on their own infrastructure, and agent teams that want to find the evals they are missing. |
Plans side by side
WhyLabs
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
WhyLabs
Profile in progress.
ZenML
- Free and fully transparent open-source option
- Open-source and Kubernetes-native MLOps tool
- Recommended starting point for MLOps lifecycle coverage
- Among the strongest MLOps platform alternatives
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “WhyLabs vs ZenML”, https://slateindex.ai/compare/whylabs-vs-zenml, data of Nov 2, 2026. Licence: CC BY 4.0.