BasetenDeploy AI models in production on the Baseten Inference Stack.
vs
Prometheus GroupSoftware built for asset-intensive industries and trusted for 25+ years.
Comparison · MLOps Platforms · weekly run Nov 2
Baseten 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 0.4 for Baseten.
Choose Baseten if…
- You want a free plan to start
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or HIPAA coverage
- Usage-based pricing suits your budget better than per seat
Choose Prometheus Group if…
- You want the brand AI engines rank higher (3.7 vs 0.4)
- You need SOC 2 Type 2 coverage
- You prefer a larger, established vendor (1,001–5,000 employees)
- Per seat pricing suits your budget better than usage-based
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Baseten | Prometheus Group |
|---|---|---|
| Visibility score | 0.4% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #47 | #22 |
| Share of voice | 0.2% | 1.1% |
| Mentions this run | 1 | 8 |
| Positive in AI answers | — | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Baseten 0pp · Prometheus Group 0pp over 0 weekly runs.
Engine by engine
Prometheus Group leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
BasetenPrometheus Group
Head to head in AI answers
0 engine answers name both brands
0Baseten ranked higher
0Prometheus Group ranked higher
Features, pricing & fit
| Dimension | Baseten | Prometheus Group |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Contact sales | Contact sales |
| Free plan | Yes | No |
| Deployment | Multi-cloud: Baseten Cloud, self-hosted in your own VPC, or hybrid with on-demand flex capacity. | — |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type 2 |
| Support | Email and in-app chat, Slack and Zoom support on Pro, Forward-deployed engineers | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2019 | 1998 |
| Headquarters | San Francisco, CA | Raleigh, NC, United States |
| Employees | 201–500 | 1,001–5,000 |
| Funding | Series D | Private equity round · $10M raised |
| Best for | Teams shipping production AI products that need fast, reliable inference for open-source or custom models. | 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
Full PlatformCustomannual subscription (contact sales)
Tailored SolutionsCustomannual subscription (contact sales)
Pros and cons
Themes from the AI answers that mention each brand
Baseten
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, “Baseten vs Prometheus Group”, https://slateindex.ai/compare/baseten-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.