Arize vs Domino Data Lab
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 1.5 for Arize, and ranks ahead in 100% of the answers that name both.
Choose Arize if…
- You want a free plan to start
- You need SOC 2 Type II or PCI DSS coverage
Choose Domino Data Lab if…
- You want the brand AI engines rank higher (5.6 vs 1.5)
- AI answers describe it more positively (35% vs 20% positive)
- You need ISO 9001 or SOC 2 coverage
- You prefer a larger, established vendor (201–500 employees)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Arize | Domino Data Lab |
|---|---|---|
| Visibility score | 1.5% | 5.6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #34 | #15 |
| Share of voice | 0.7% | 2.5% |
| Mentions this run | 5 | 17 |
| Positive in AI answers | 20% | 35% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Arize 0pp · Domino Data Lab 0pp over 0 weekly runs.
Engine by engine
Domino Data Lab leads on 3 of 3 engines
Head to head in AI answers
2 engine answers name both brands
| Prompt | Engine | Arize | Domino Data Lab |
|---|---|---|---|
| What are the best MLOps Platforms tools in 2026? | ChatGPT | #17 | #11 |
| Best MLOps platform with AI features | ChatGPT | #12 | #10 |
Features, pricing & fit
| Dimension | Arize | Domino Data Lab |
|---|---|---|
| Pricing model | Flat tiers | Flat tiers |
| Entry price | Free; paid from $50 / mo | Contact sales |
| Free plan | Yes | No |
| Deployment | SaaS, with self-hosted deployment on the Enterprise plan; Phoenix runs locally or self-hosted. | 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. |
| Integrations | 40+ | — |
| Compliance | SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, GDPR | ISO 27001, ISO 9001, SOC 2, HIPAA, GDPR |
| Support | Community, Email, Dedicated support on Enterprise | 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 |
| Founded | 2020 | 2013 |
| Headquarters | — | San Francisco, CA |
| Employees | 51–200 | 201–500 |
| Funding | Series B-1 extension · $131M raised | Strategic equity investment from UBS · $228M raised |
| Best for | AI engineering teams building and running production AI agents and LLM applications who need observability and evaluations. | Large enterprises in regulated industries such as life sciences, financial services and the public sector, especially code-first data science teams. |
Plans side by side
Domino Data Lab
Pros and cons
Themes from the AI answers that mention each brand
Arize
Profile in progress.
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Arize vs Domino Data Lab”, https://slateindex.ai/compare/arize-vs-domino-data-lab, data of Nov 2, 2026. Licence: CC BY 4.0.