Apache Airflow vs Valohai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Apache Airflow is the stronger AI pick in MLOps Platforms: it has a visibility score of 5.2 versus 1.9 for Valohai, and ranks ahead in 0% of the answers that name both.
Choose Apache Airflow if…
- You want the brand AI engines rank higher (5.2 vs 1.9)
- AI answers describe it more positively (40% vs 20% positive)
- free and open-source under Apache 2.0 license
- recommended as orchestration in practical vendor-neutral stacks
Choose Valohai if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
- 14-day free trial
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Apache Airflow | Valohai |
|---|---|---|
| Visibility score | 5.2% | 1.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #18 | #30 |
| Share of voice | 1.5% | 0.7% |
| Mentions this run | 10 | 5 |
| Positive in AI answers | 40% | 20% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Apache Airflow 0pp · Valohai 0pp over 0 weekly runs.
Engine by engine
Apache Airflow leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | Apache Airflow | Valohai |
|---|---|---|---|
| Alternatives to the most popular MLOps platform | Perplexity | #18 | #13 |
Features, pricing & fit
| Dimension | Apache Airflow | Valohai |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Contact sales |
| Free plan | — | No · 14-day trial |
| Deployment | Self-hosted, installed via PyPI as the apache-airflow package or deployed from Docker images. | Managed cloud, on-premises, private cloud or air-gapped environments, on the customer's own cloud infrastructure |
| Integrations | 98+ | — |
| Compliance | — | SOC 2 Type II |
| Support | — | Technical support from the Customer Engineering team, Valohai Training academy, Training and onboarding resources |
| Founded | 2015 | 2016 |
| Headquarters | Wilmington, Delaware | San Francisco, California, US |
| Employees | — | 11–50 |
| Funding | — | Seed · $2M raised |
| Best for | Teams that run both data engineering and data science workflows and want to define them in Python. | AI product and ML teams that combine LLMs with specialized models and need to run the work on their own cloud or on-premises infrastructure |
Plans side by side
Apache Airflow
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Apache Airflow
- free and open-source under Apache 2.0 license
- recommended as orchestration in practical vendor-neutral stacks
Valohai
- 14-day free trial
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Apache Airflow vs Valohai”, https://slateindex.ai/compare/apache-airflow-vs-valohai, data of Nov 2, 2026. Licence: CC BY 4.0.