Dagster 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 0.7 for Dagster, and ranks ahead in 0% of the answers that name both.
Choose Dagster if…
- You need SOC 2 Type II or HIPAA coverage
- Usage-based pricing suits your budget better than per seat
- named as a practical orchestration choice
Choose Prometheus Group if…
- You want the brand AI engines rank higher (3.7 vs 0.7)
- 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 | Dagster | Prometheus Group |
|---|---|---|
| Visibility score | 0.7% | 3.7% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #40 | #22 |
| Share of voice | 0.3% | 1.1% |
| Mentions this run | 2 | 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
Dagster 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 | Dagster | Prometheus Group |
|---|---|---|---|
| What should an MLOps platform integrate with? | Perplexity | #6 | #9 |
Features, pricing & fit
| Dimension | Dagster | Prometheus Group |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | $10 / mo | Contact sales |
| Free plan | No · 30-day trial | No |
| Deployment | Serverless or hybrid deployment; under hybrid, compute runs in the customer's own infrastructure while Dagster manages the control plane. | — |
| Compliance | SOC 2 Type II, HIPAA | SOC 2 Type 2 |
| Support | Dagster community, Support Center and Ask AI, Billing support, Dedicated Slack or Microsoft Teams channel (Pro plan) | Dedicated project manager and experienced services team through implementation, Consulting services and bundled training and support |
| Founded | 2018 | 1998 |
| Headquarters | San Francisco, CA, United States | Raleigh, NC, United States |
| Employees | 51–200 | 1,001–5,000 |
| Funding | Series B · $49M raised | Private equity round · $10M raised |
| Best for | Data teams running dbt, Snowflake and Python data pipelines who want lineage and health visibility across their stack. | 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
Dagster
- named as a practical orchestration choice
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, “Dagster vs Prometheus Group”, https://slateindex.ai/compare/dagster-vs-prometheus, data of Nov 2, 2026. Licence: CC BY 4.0.