AnyscaleProduction-scale AI with Ray
vs
Prometheus GroupSoftware built for asset-intensive industries and trusted for 25+ years.
Comparison · MLOps Platforms · weekly run Nov 2
Anyscale 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 0.6 for Anyscale.
Choose Anyscale if…
- You need SOC 2 Type II or ISO/IEC 27001 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 0.6)
- 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 | Anyscale | Prometheus Group |
|---|---|---|
| Visibility score | 0.6% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #43 | #22 |
| Share of voice | 0.3% | 1.1% |
| Mentions this run | 2 | 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
Anyscale 0pp · Prometheus Group 0pp over 0 weekly runs.
Engine by engine
Prometheus Group leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AnyscalePrometheus Group
Head to head in AI answers
0 engine answers name both brands
0Anyscale ranked higher
0Prometheus Group ranked higher
Features, pricing & fit
| Dimension | Anyscale | Prometheus Group |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Contact sales | Contact sales |
| Free plan | No | No |
| Deployment | Hosted by Anyscale, or Bring Your Own Cloud (BYOC) inside the customer's own cloud or on-prem | — |
| Compliance | SOC 2 Type II, ISO/IEC 27001 | SOC 2 Type 2 |
| Support | Business-hours support with 5 case submissions on hosted plans, 24x7 expert support with BYOC, Enterprise SLAs with 24x7 coverage and unlimited case submissions, Documentation, discussion forum and Slack community for Ray | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2019 | 1998 |
| Headquarters | San Francisco, California, USA | Raleigh, NC, United States |
| Employees | 201–500 | 1,001–5,000 |
| Funding | Series C (second tranche) | Private equity round · $10M raised |
| Best for | Python teams and foundation model builders that run data-intensive training, batch inference and data curation workloads on their own GPUs. | 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
Anyscale
Pay as you goCustomusage (compute hours)
Committed contractsCustomcontact sales
Prometheus Group
Full PlatformCustomannual subscription (contact sales)
Tailored SolutionsCustomannual subscription (contact sales)
Pros and cons
Themes from the AI answers that mention each brand
Anyscale
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, “Anyscale vs Prometheus Group”, https://slateindex.ai/compare/anyscale-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.