PositThe enterprise data science platform for R and Python teams
vs
RoboflowTurn images, videos, and streams into intelligence.
Comparison · MLOps Platforms · weekly run Nov 2
Posit 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 0.7 for Posit.
Choose Posit if…
- You prefer a larger, established vendor (201–500 employees)
- Per seat pricing suits your budget better than usage-based
Choose Roboflow if…
- You want the brand AI engines rank higher (1.7 vs 0.7)
- You want a free plan to start
- AI answers describe it more positively (50% vs 0% positive)
- You need a self-hosted or on-premises option
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Posit | Roboflow |
|---|---|---|
| Visibility score | 0.7% | 1.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #41 | #33 |
| Share of voice | 0.2% | 0.3% |
| Mentions this run | 2 | 2 |
| Positive in AI answers | 0% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Posit 0pp · Roboflow 0pp over 0 weekly runs.
Engine by engine
Roboflow leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
PositRoboflow
Head to head in AI answers
0 engine answers name both brands
0Posit ranked higher
0Roboflow ranked higher
Features, pricing & fit
| Dimension | Posit | Roboflow |
|---|---|---|
| Pricing model | Per seat | Usage-based |
| Entry price | Contact sales | Free; paid from $39 / mo |
| Free plan | No | Yes |
| Deployment | Self-managed on the customer's own servers, Kubernetes or cloud environments, and natively within Snowflake, AWS and Databricks | 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, HIPAA |
| Support | Support Agreement for commercial software, Documentation | Email and chat support, Ticket support, Named Customer Support Engineer on Enterprise, 24x7 support with SLA on Enterprise |
| Founded | 2009 | 2020 |
| Headquarters | Boston, Massachusetts, USA | Remote, United States |
| Employees | 201–500 | 51–200 |
| Funding | Series D | Series B · $62M raised |
| Best for | Enterprise data science teams that build in R and Python and need IT governance over data, compute and packages | 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, “Posit vs Roboflow”, https://slateindex.ai/compare/posit-vs-roboflow, data of Nov 2, 2026. Licence: CC BY 4.0.