FlyteDurable AI runtime for training, serving and agent workloads
vs
Prometheus GroupSoftware built for asset-intensive industries and trusted for 25+ years.
Comparison · MLOps Platforms · weekly run Nov 2
Flyte 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 0.9 for Flyte.
Choose Flyte if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II or SOC 2 Type I coverage
- Recommended as an open-source, portable MLOps foundation
- Named among specialized tools in vendor comparison lists
Choose Prometheus Group if…
- You want the brand AI engines rank higher (3.7 vs 0.9)
- You need SOC 2 Type 2 coverage
- Collects metrics and works with Grafana for dashboards and alerts
- Common, widely used option for monitoring
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Flyte | Prometheus Group |
|---|---|---|
| Visibility score | 0.9% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #39 | #22 |
| Share of voice | 0.4% | 1.1% |
| Mentions this run | 3 | 8 |
| Positive in AI answers | 33% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Flyte 0pp · Prometheus Group 0pp over 0 weekly runs.
Engine by engine
Prometheus Group leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
FlytePrometheus Group
Head to head in AI answers
0 engine answers name both brands
0Flyte ranked higher
0Prometheus Group ranked higher
Features, pricing & fit
| Dimension | Flyte | Prometheus Group |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Contact sales |
| Free plan | — | No |
| Deployment | Open source, self-hosted by the user on their own Kubernetes cluster, or managed Enterprise Flyte on Union.ai, with the data plane in the customer's cloud. | — |
| Compliance | SOC 2 Type II, SOC 2 Type I | SOC 2 Type 2 |
| Support | — | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | — | 1998 |
| Headquarters | Bellevue, Washington | Raleigh, NC, United States |
| Employees | — | 1,001–5,000 |
| Funding | Series A extension (completed Feb 2026, $38.1M total) · $67M raised | Private equity round · $10M raised |
| Best for | Teams running training, serving and agent workloads that need automatic recovery from failures. | 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
Flyte
Pricing not available.
Prometheus Group
Full PlatformCustomannual subscription (contact sales)
Tailored SolutionsCustomannual subscription (contact sales)
Pros and cons
Themes from the AI answers that mention each brand
Flyte
- Recommended as an open-source, portable MLOps foundation
- Named among specialized tools in vendor comparison lists
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, “Flyte vs Prometheus Group”, https://slateindex.ai/compare/flyte-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.