Dagster vs Evidently AI
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Evidently AI is the stronger AI pick in MLOps Platforms: it has a visibility score of 2.4 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
- You prefer a larger, established vendor (51–200 employees)
- named as a practical orchestration choice
Choose Evidently AI if…
- You want the brand AI engines rank higher (2.4 vs 0.7)
- 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
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Dagster | Evidently AI |
|---|---|---|
| Visibility score | 0.7% | 2.4% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #40 | #25 |
| Share of voice | 0.3% | 0.9% |
| Mentions this run | 2 | 7 |
| Positive in AI answers | 50% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Dagster 0pp · Evidently AI 0pp over 0 weekly runs.
Engine by engine
Evidently AI leads on 2 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Dagster | Evidently AI |
|---|---|---|---|
| Alternatives to the most popular MLOps platform | Perplexity | #17 | #19 |
Features, pricing & fit
| Dimension | Dagster | Evidently AI |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | $10 / mo | — |
| Free plan | No · 30-day trial | — |
| Deployment | Serverless or hybrid deployment; under hybrid, compute runs in the customer's own infrastructure while Dagster manages the control plane. | The open-source version runs on the customer's own infrastructure; Evidently Cloud runs on managed infrastructure. |
| Compliance | SOC 2 Type II, HIPAA | — |
| Support | Dagster community, Support Center and Ask AI, Billing support, Dedicated Slack or Microsoft Teams channel (Pro plan) | — |
| Founded | 2018 | 2020 |
| Headquarters | San Francisco, CA, United States | San Francisco, CA, United States |
| Employees | 51–200 | 1–10 |
| Funding | Series B · $49M raised | Seed · $1M raised |
| Best for | Data teams running dbt, Snowflake and Python data pipelines who want lineage and health visibility across their stack. | AI and ML teams that want open-source evaluation, testing and monitoring for LLM applications and predictive models. |
Plans side by side
Evidently AI
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Dagster
- named as a practical orchestration choice
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Dagster vs Evidently AI”, https://slateindex.ai/compare/dagster-vs-evidently-ai, data of Nov 2, 2026. Licence: CC BY 4.0.