Evidently AI 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 2.4 for Evidently AI, and ranks ahead in 75% of the answers that name both.
Choose Evidently AI if…
- Listed as a monitoring option in vendor-neutral ML stacks
- Named alongside Prometheus and Grafana in monitoring setups
- Grouped with Arize and WhyLabs as a monitoring tool
Choose Prometheus Group if…
- You want the brand AI engines rank higher (3.7 vs 2.4)
- 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 | Evidently AI | Prometheus Group |
|---|---|---|
| Visibility score | 2.4% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #25 | #22 |
| Share of voice | 0.9% | 1.1% |
| Mentions this run | 7 | 8 |
| Positive in AI answers | 50% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Evidently AI 0pp · Prometheus Group 0pp over 0 weekly runs.
Engine by engine
Prometheus Group leads on 2 of 3 engines
Head to head in AI answers
4 engine answers name both brands
| Prompt | Engine | Evidently AI | Prometheus Group |
|---|---|---|---|
| How do companies deploy and monitor machine learning models without a dedicated tool? | ChatGPT | #5 | #4 |
| How long does it take to roll out an MLOps platform? | ChatGPT | #10 | #9 |
| What should an MLOps platform integrate with? | ChatGPT | #19 | #17 |
| Best MLOps platform for startups | ChatGPT | #10 | #11 |
Features, pricing & fit
| Dimension | Evidently AI | Prometheus Group |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Contact sales |
| Free plan | — | No |
| Deployment | The open-source version runs on the customer's own infrastructure; Evidently Cloud runs on managed infrastructure. | — |
| Compliance | — | SOC 2 Type 2 |
| Support | — | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2020 | 1998 |
| Headquarters | San Francisco, CA, United States | Raleigh, NC, United States |
| Employees | 1–10 | 1,001–5,000 |
| Funding | Seed · $1M raised | Private equity round · $10M raised |
| Best for | AI and ML teams that want open-source evaluation, testing and monitoring for LLM applications and predictive 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
Evidently AI
Pricing not available.
Prometheus Group
Pros and cons
Themes from the AI answers that mention each brand
Evidently AI
- Listed as a monitoring option in vendor-neutral ML stacks
- Named alongside Prometheus and Grafana in monitoring setups
- Grouped with Arize and WhyLabs as a monitoring tool
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, “Evidently AI vs Prometheus Group”, https://slateindex.ai/compare/evidently-ai-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.