Fiddler 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 0.6 for Fiddler AI, and ranks ahead in 100% of the answers that name both.
Choose Fiddler AI 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 0.6)
- 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 | Fiddler AI | Prometheus Group |
|---|---|---|
| Visibility score | 0.6% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #44 | #22 |
| Share of voice | 0.3% | 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
Fiddler AI 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
1 engine answers name both brands
| Prompt | Engine | Fiddler AI | Prometheus Group |
|---|---|---|---|
| What should an MLOps platform integrate with? | AI Mode | #14 | #12 |
Features, pricing & fit
| Dimension | Fiddler AI | Prometheus Group |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Free; paid from $0.002 / mo | Contact sales |
| Free plan | Yes | No |
| Deployment | SaaS, VPC, or on-premises | — |
| Integrations | 100+ | — |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type 2 |
| Support | White-glove support with dedicated communication channels, Named Customer Success Manager on the Enterprise plan | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2018 | 1998 |
| Headquarters | Palo Alto, California, United States | Raleigh, NC, United States |
| Employees | 51–200 | 1,001–5,000 |
| Funding | Series B extension · $100M raised | Private equity round · $10M raised |
| Best for | Enterprises deploying AI agents and predictive models, especially highly regulated industries such as financial services, healthcare, insurance and government. | 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
Fiddler AI
- Integrates with observability and logging tools
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, “Fiddler AI vs Prometheus Group”, https://slateindex.ai/compare/fiddler-ai-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.