Databricks vs Valohai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Databricks is the stronger AI pick in MLOps Platforms: it has a visibility score of 46.2 versus 1.9 for Valohai, and ranks ahead in 100% of the answers that name both.
Choose Databricks if…
- You want the brand AI engines rank higher (46.2 vs 1.9)
- AI answers describe it more positively (35% vs 20% positive)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
Choose Valohai if…
- You need a self-hosted or on-premises option
- 14-day free trial
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | Valohai |
|---|---|---|
| Visibility score | 46.2% | 1.9% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #2 | #30 |
| Share of voice | 7.6% | 0.7% |
| Mentions this run | 51 | 5 |
| Positive in AI answers | 35% | 20% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Valohai 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
Head to head in AI answers
5 engine answers name both brands
| Prompt | Engine | Databricks | Valohai |
|---|---|---|---|
| Alternatives to the most popular MLOps platform | Perplexity | #12 | #13 |
| Which MLOps Platforms vendors do analysts recommend? | Perplexity | #1 | #15 |
| Which MLOps platform offers a free trial? | ChatGPT | #5 | #6 |
| Which MLOps platform offers a free trial? | Perplexity | #3 | #5 |
| Official website of the top MLOps platform vendors | ChatGPT | #1 | #13 |
Features, pricing & fit
| Dimension | Databricks | Valohai |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Contact sales |
| Free plan | — | No · 14-day trial |
| Deployment | Available across all major cloud providers | Managed cloud, on-premises, private cloud or air-gapped environments, on the customer's own cloud infrastructure |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | SOC 2 Type II |
| Support | Technical support on request, Technical documentation | Technical support from the Customer Engineering team, Valohai Training academy, Training and onboarding resources |
| Founded | 2013 | 2016 |
| Headquarters | San Francisco, CA | San Francisco, California, US |
| Employees | 5,000+ | 11–50 |
| Funding | Round at $60B valuation, including secondary sale | Seed · $2M raised |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | 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
Databricks
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Databricks
- Lakehouse architecture combining data warehousing with data lake flexibility
- Strong for machine learning, AI, and data engineering workloads
- Top customer satisfaction ratings alongside Snowflake
- Free trial and free Edition for learning
- Discounts for annual prepaid commitments
- Complex consumption-based pricing with no single fixed price
- Best only when ML, Spark, or Python skills are central to the team
Valohai
- 14-day free trial
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Valohai”, https://slateindex.ai/compare/databricks-vs-valohai, data of Nov 2, 2026. Licence: CC BY 4.0.