Databricks vs Modal
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 1.3 for Modal, 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 1.3)
- 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)
- Lakehouse architecture combining data warehousing with data lake flexibility
Choose Modal if…
- You need HIPAA coverage
- Strong for scaling cutting-edge generative AI and multi-modal models
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | Modal |
|---|---|---|
| Visibility score | 46.2% | 1.3% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #2 | #36 |
| Share of voice | 7.6% | 0.5% |
| Mentions this run | 51 | 3 |
| Positive in AI answers | 35% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Modal 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
Head to head in AI answers
3 engine answers name both brands
| Prompt | Engine | Databricks | Modal |
|---|---|---|---|
| What are the best MLOps Platforms tools in 2026? | AI Mode | #1 | #5 |
| Best MLOps platform for startups | AI Mode | #2 | #7 |
| Best MLOps platform for enterprise | AI Mode | #1 | #7 |
Features, pricing & fit
| Dimension | Databricks | Modal |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Free; paid from $250 / mo |
| Free plan | — | Yes |
| Deployment | Available across all major cloud providers | Serverless cloud capacity pooled from more than 20 cloud providers, with regions across the US, Europe, Asia Pacific and other areas. |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | SOC 2 Type II, HIPAA |
| Support | Technical support on request, Technical documentation | Modal Community Slack on Starter and Team plans, Private Slack support and embedded ML engineering services on Enterprise |
| Founded | 2013 | 2021 |
| Headquarters | San Francisco, CA | New York City, NY, United States |
| Employees | 5,000+ | 201–500 |
| Funding | Round at $60B valuation, including secondary sale | Series D · $1200M raised |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Startups, independent developers and larger teams that run GPU inference, fine-tuning or agent sandboxes and want to pay only for compute used. |
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
Modal
- Strong for scaling cutting-edge generative AI and multi-modal models
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Modal”, https://slateindex.ai/compare/databricks-vs-modal, data of Nov 2, 2026. Licence: CC BY 4.0.