Fiddler AIThe Control Plane for Enterprise AI Agents
vs
ZenMLAI orchestration, on the infra you choose
Comparison · MLOps Platforms · weekly run Nov 2
Fiddler AI 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 Fiddler AI.
Choose Fiddler AI if…
- You want a lower entry price ($0.002 vs $39)
- You need more native integrations (100+ vs 66+)
- You need a self-hosted or on-premises option
- You need HIPAA coverage
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
- Flat tiers pricing suits your budget better than usage-based
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Fiddler AI | ZenML |
|---|---|---|
| Visibility score | 0.6% | 6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #44 | #14 |
| Share of voice | 0.3% | 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
Fiddler AI 0pp · ZenML 0pp over 0 weekly runs.
Engine by engine
ZenML leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Fiddler AIZenML
Head to head in AI answers
0 engine answers name both brands
0Fiddler AI ranked higher
0ZenML ranked higher
Features, pricing & fit
| Dimension | Fiddler AI | ZenML |
|---|---|---|
| Pricing model | Usage-based | Flat tiers |
| Entry price | Free; paid from $0.002 / mo | Free; paid from $39 / mo |
| Free plan | Yes | Yes |
| Deployment | SaaS, VPC, or on-premises | 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 | 100+ | 66+ |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type II, ISO 27001 |
| Support | White-glove support with dedicated communication channels, Named Customer Success Manager on the Enterprise plan | Community Slack, Email, Dedicated support with SLA on Enterprise, Workshops and architecture reviews on Enterprise |
| Founded | 2018 | 2021 |
| Headquarters | Palo Alto, California, United States | Munich, Germany |
| Employees | 51–200 | 11–50 |
| Funding | Series B extension · $100M raised | Seed extension · $6M raised |
| Best for | Enterprises deploying AI agents and predictive models, especially highly regulated industries such as financial services, healthcare, insurance and government. | 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
Pros and cons
Themes from the AI answers that mention each brand
Fiddler AI
- Integrates with observability and logging tools
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, “Fiddler AI vs ZenML”, https://slateindex.ai/compare/fiddler-ai-vs-zenml, data of Nov 2, 2026. Licence: CC BY 4.0.