ModalCloud infrastructure for teams that develop, train, and serve AI applications at scale.
vs
RoboflowTurn images, videos, and streams into intelligence.
Comparison · MLOps Platforms · weekly run Nov 2
Modal 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 1.3 for Modal.
Choose Modal if…
- You need SOC 2 Type II coverage
- You prefer a larger, established vendor (201–500 employees)
- Strong for scaling cutting-edge generative AI and multi-modal models
Choose Roboflow if…
- You want the brand AI engines rank higher (1.7 vs 1.3)
- You want a lower entry price ($39 vs $250)
- You need a self-hosted or on-premises option
- You need SOC 2 coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Modal | Roboflow |
|---|---|---|
| Visibility score | 1.3% | 1.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #36 | #33 |
| Share of voice | 0.5% | 0.3% |
| Mentions this run | 3 | 2 |
| Positive in AI answers | — | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Modal 0pp · Roboflow 0pp over 0 weekly runs.
Engine by engine
Roboflow leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
ModalRoboflow
Head to head in AI answers
0 engine answers name both brands
0Modal ranked higher
0Roboflow ranked higher
Features, pricing & fit
| Dimension | Modal | Roboflow |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | Free; paid from $250 / mo | Free; paid from $39 / mo |
| Free plan | Yes | Yes |
| Deployment | Serverless cloud capacity pooled from more than 20 cloud providers, with regions across the US, Europe, Asia Pacific and other areas. | Roboflow-hosted cloud, dedicated deployments, or self-hosted with Inference on your own hardware, including air-gapped options on Enterprise plans. |
| Integrations | — | 51+ |
| Compliance | SOC 2 Type II, HIPAA | SOC 2, HIPAA |
| Support | Modal Community Slack on Starter and Team plans, Private Slack support and embedded ML engineering services on Enterprise | Email and chat support, Ticket support, Named Customer Support Engineer on Enterprise, 24x7 support with SLA on Enterprise |
| Founded | 2021 | 2020 |
| Headquarters | New York City, NY, United States | Remote, United States |
| Employees | 201–500 | 51–200 |
| Funding | Series D · $1200M raised | Series B · $62M raised |
| Best for | Startups, independent developers and larger teams that run GPU inference, fine-tuning or agent sandboxes and want to pay only for compute used. | Developers and technical founders building vision applications, and enterprise AI, operations and engineering teams running vision AI on physical operations. |
Plans side by side
Pros and cons
Themes from the AI answers that mention each brand
Modal
- Strong for scaling cutting-edge generative AI and multi-modal models
Roboflow
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Modal vs Roboflow”, https://slateindex.ai/compare/modal-vs-roboflow, data of Nov 2, 2026. Licence: CC BY 4.0.