ArizeThe agent observability and evaluation platform.
vs
RoboflowTurn images, videos, and streams into intelligence.
Comparison · MLOps Platforms · weekly run Nov 2
Arize vs Roboflow
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Roboflow is the stronger AI pick in MLOps Platforms: it has a visibility score of 1.7 versus 1.5 for Arize.
Choose Arize if…
- You need SOC 2 Type II or ISO 27001 or PCI DSS or GDPR coverage
- Flat tiers pricing suits your budget better than usage-based
Choose Roboflow if…
- You want the brand AI engines rank higher (1.7 vs 1.5)
- You want a lower entry price ($39 vs $50)
- You need more native integrations (51+ vs 40+)
- AI answers describe it more positively (50% vs 20% positive)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Arize | Roboflow |
|---|---|---|
| Visibility score | 1.5% | 1.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #34 | #33 |
| Share of voice | 0.7% | 0.3% |
| Mentions this run | 5 | 2 |
| Positive in AI answers | 20% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Arize 0pp · Roboflow 0pp over 0 weekly runs.
Engine by engine
Roboflow leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
ArizeRoboflow
Head to head in AI answers
0 engine answers name both brands
0Arize ranked higher
0Roboflow ranked higher
Features, pricing & fit
| Dimension | Arize | Roboflow |
|---|---|---|
| Pricing model | Flat tiers | Usage-based |
| Entry price | Free; paid from $50 / mo | Free; paid from $39 / mo |
| Free plan | Yes | Yes |
| Deployment | SaaS, with self-hosted deployment on the Enterprise plan; Phoenix runs locally or self-hosted. | Roboflow-hosted cloud, dedicated deployments, or self-hosted with Inference on your own hardware, including air-gapped options on Enterprise plans. |
| Integrations | 40+ | 51+ |
| Compliance | SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, GDPR | SOC 2, HIPAA |
| Support | Community, Email, Dedicated support on Enterprise | Email and chat support, Ticket support, Named Customer Support Engineer on Enterprise, 24x7 support with SLA on Enterprise |
| Founded | 2020 | 2020 |
| Headquarters | — | Remote, United States |
| Employees | 51–200 | 51–200 |
| Funding | Series B-1 extension · $131M raised | Series B · $62M raised |
| Best for | AI engineering teams building and running production AI agents and LLM applications who need observability and evaluations. | Developers and technical founders building vision applications, and enterprise AI, operations and engineering teams running vision AI on physical operations. |
Plans side by side
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Arize vs Roboflow”, https://slateindex.ai/compare/arize-vs-roboflow, data of Nov 2, 2026. Licence: CC BY 4.0.