Posit vs Prometheus Group
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Prometheus Group is the stronger AI pick in MLOps Platforms: it has a visibility score of 3.7 versus 0.7 for Posit.
Choose Posit if…
No clear advantage in the published data.
Choose Prometheus Group if…
- You want the brand AI engines rank higher (3.7 vs 0.7)
- You need SOC 2 Type 2 coverage
- You prefer a larger, established vendor (1,001–5,000 employees)
- Collects metrics and works with Grafana for dashboards and alerts
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Posit | Prometheus Group |
|---|---|---|
| Visibility score | 0.7% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #41 | #22 |
| Share of voice | 0.2% | 1.1% |
| Mentions this run | 2 | 8 |
| Positive in AI answers | 0% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Posit 0pp · Prometheus Group 0pp over 0 weekly runs.
Engine by engine
Prometheus Group leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Posit | Prometheus Group |
|---|---|---|
| Pricing model | Per seat | Per seat |
| Entry price | Contact sales | Contact sales |
| Free plan | No | No |
| Deployment | Self-managed on the customer's own servers, Kubernetes or cloud environments, and natively within Snowflake, AWS and Databricks | — |
| Compliance | — | SOC 2 Type 2 |
| Support | Support Agreement for commercial software, Documentation | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2009 | 1998 |
| Headquarters | Boston, Massachusetts, USA | Raleigh, NC, United States |
| Employees | 201–500 | 1,001–5,000 |
| Funding | Series D | Private equity round · $10M raised |
| Best for | Enterprise data science teams that build in R and Python and need IT governance over data, compute and packages | Plant and facility operators in asset-intensive industries that run SAP, Oracle or IBM Maximo and need maintenance, operations and reliability teams working together. |
Plans side by side
Prometheus Group
Pros and cons
Themes from the AI answers that mention each brand
Posit
Profile in progress.
Prometheus Group
- Collects metrics and works with Grafana for dashboards and alerts
- Common, widely used option for monitoring
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Posit vs Prometheus Group”, https://slateindex.ai/compare/posit-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.