Prometheus Group vs Seldon Core
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 0.3 for Seldon Core, and ranks ahead in 0% of the answers that name both.
Choose Prometheus Group if…
- You want the brand AI engines rank higher (3.7 vs 0.3)
- You need SOC 2 Type 2 coverage
- Collects metrics and works with Grafana for dashboards and alerts
- Common, widely used option for monitoring
Choose Seldon Core if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Prometheus Group | Seldon Core |
|---|---|---|
| Visibility score | 3.7% | 0.3% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #22 | #55 |
| Share of voice | 1.1% | 0.1% |
| Mentions this run | 8 | 1 |
| 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
Prometheus Group 0pp · Seldon Core 0pp over 0 weekly runs.
Engine by engine
Prometheus Group leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Prometheus Group | Seldon Core |
|---|---|---|---|
| What should an MLOps platform integrate with? | ChatGPT | #17 | #16 |
Features, pricing & fit
| Dimension | Prometheus Group | Seldon Core |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Contact sales | — |
| Free plan | No | — |
| Deployment | — | Self-managed on Kubernetes, in on-premise, cloud or hybrid environments |
| Compliance | SOC 2 Type 2 | — |
| Support | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support | Enterprise edition includes support, warranties and SLAs |
| Founded | 1998 | — |
| Headquarters | Raleigh, NC, United States | — |
| Employees | 1,001–5,000 | — |
| Funding | Private equity round · $10M raised | Series B |
| Best for | Plant and facility operators in asset-intensive industries that run SAP, Oracle or IBM Maximo and need maintenance, operations and reliability teams working together. | VP Engineering, Chief AI Officers and AI Platform Architects who need more than a model server |
Plans side by side
Prometheus Group
Seldon Core
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Prometheus Group
- Collects metrics and works with Grafana for dashboards and alerts
- Common, widely used option for monitoring
Seldon Core
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Prometheus Group vs Seldon Core”, https://slateindex.ai/compare/prometheus-vs-seldon-core, data of Nov 2, 2026. Licence: CC BY 4.0.