Databricks Lakehouse Platform vs Google Cloud AutoML Comparison
Databricks Lakehouse Platform
Starting at Contact for pricing
- Free Trial
- Large Enterprises
- Small Business
Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths of traditional data warehouses a…
Google Cloud AutoML
Starting at Contact for pricing
- Free Trial
- Large Enterprises
- Medium Business
Google Cloud AutoML is a distinct machine learning platform developed to assist developers with limited experience in machine learning. This convenient platform offers developers access to a range of tools in order to cr…
Google Cloud AutoML leads on user satisfaction with a 4.1-star rating across 22 reviews.
Databricks Lakehouse Platform vs Google Cloud AutoML — at a glance
| Feature | Databricks Lakehouse Platform | Google Cloud AutoML |
|---|---|---|
| Rating | — | 4.1 / 5 |
| Reviews | — | 22 |
| Starting price | Contact for pricing | Contact for pricing |
| Free trial | Yes | Yes |
| Free version | No | No |
| Best for | Large Enterprises, Small Business, Medium Business | Large Enterprises, Medium Business, Small Business |
| Category | Data Science and Machine Learning Platforms | Data Science and Machine Learning Platforms |
| Platforms | Browser Based (Cloud) | SaaS/Web/Cloud |
| API | — | Available |
| Support modes | Online | 24/7 (Live rep), Online |
| Certifications | SOC 2, HIPAA, GDPR, ISO 27001 | SOC 2, HIPAA, GDPR, ISO 27001 |
| Data residency | Global | Global |
Key differences between Databricks Lakehouse Platform and Google Cloud AutoML
- Deployment: Databricks Lakehouse Platform supports Browser Based (Cloud); Google Cloud AutoML supports SaaS/Web/Cloud.
Databricks Lakehouse Platform vs Google Cloud AutoML — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most Data Science and Machine Learning Platforms tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
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Databricks Lakehouse Platform vs Google Cloud AutoML: Biggest differences
Start here before you go deeper into features.
Best for large teams needing unified data lakes, warehouses, and AI capabilities.
- You require a single platform combining data engineering, analytics, and machine learning.
- Your team includes data scientists, engineers, and analysts collaborating on complex workflows.
- Your organization has 50+ employees with advanced data infrastructure needs and innovation goals.
- You are a small team with minimal data infrastructure or simple data tool needs.
- You need a straightforward, single-purpose data solution with low setup complexity.
Best for non-experts needing scalable, custom ML without infrastructure hassles.
- You are a developer with limited machine learning experience seeking easy model creation.
- Your business requires custom ML models with integrated deployment and automatic scaling.
- You want an all-in-one platform that simplifies ML model management and cloud hosting.
- You need full low-level control and advanced customization of ML models.
- You are a startup or small business with limited budget and no existing cloud infrastructure.
Databricks Lakehouse Platform: Best for large teams needing unified data lakes, warehouses, and AI capabilities. Google Cloud AutoML: Best for non-experts needing scalable, custom ML without infrastructure hassles.
Description | Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths ... Read More about Databricks Lakehouse Platform | Google Cloud AutoML is a distinct machine learning platform developed to assist developers with limited experience in machine learning. This convenient platform offers developers access to ... Read More about Google Cloud AutoML |
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Free Trial Availability |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | 51-500 employees500+ employees | Medium BusinessLarge Enterprises |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Databricks Lakehouse Platform and Google Cloud AutoML Compare on Features?
Total Features | 5 Features | 3 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Databricks Lakehouse Platform and Google Cloud AutoML on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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Databricks Lakehouse Platform vs Google Cloud AutoML: Other Details
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Get help choosing | Get help choosing |
Databricks Lakehouse Platform vs Google Cloud AutoML Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | ✓ Yes |
|---|---|---|
HIPAA | ✓ Yes | ✓ Yes |
GDPR | ✓ Yes | ✓ Yes |
ISO 27001 | ✓ Yes | ✓ Yes |
Single Sign-On (SSO) | ✓ Yes | ✓ Yes |
Multi-Factor Auth (MFA) | ✓ Yes | ✓ Yes |
Data Encryption | ✓ Yes | ✓ Yes |
Audit Logs | ✓ Yes | ✓ Yes |
Data Residency | 🌐 Global | 🌐 Global |
Databricks Lakehouse Platform User Reviews & Rating Comparison
User Ratings | No reviews available for the product | |
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Rating Distribution | No reviews available for this product | |
Spotsaas Editor’s POV generated by AI | Buyer sentiment Insufficient user review data available to summarize buyer sentiment. | Buyer sentiment Users appreciate the platform's ease of use and integrated deployment but note limitations in customization and pricing transparency. What buyers like
Common complaints
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Positive Reviews | No reviews available for the product | No reviews available for the product |
Databricks Lakehouse Platform and Google Cloud AutoML Customers
Customers |  T-Mobile  HSBC  H | No Customers information available. |
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Media and Screenshots
Screenshots |  1 Screenshots |  1 Screenshots |
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Videos |  1 Videos |  1 Videos |
Top Alternatives to Databricks Lakehouse Platform and Google Cloud AutoML in 2026
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, Databricks Lakehouse Platform or Google Cloud AutoML?
- Google Cloud AutoML edges out the other on user ratings (4.1 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Databricks Lakehouse Platform and Google Cloud AutoML offer a free trial?
- Yes, both Databricks Lakehouse Platform and Google Cloud AutoML offer a free trial.
- What is the starting price of Databricks Lakehouse Platform vs Google Cloud AutoML?
- Databricks Lakehouse Platform starts at Contact for pricing. Google Cloud AutoML starts at Contact for pricing.
- What are the top alternatives to Databricks Lakehouse Platform?
- Top alternatives to Databricks Lakehouse Platform include Dremio, Infor Data Lake, Oracle Data Science Cloud Service, Cloudera DataFlow, IBM Analytics Engine.
- What are the top alternatives to Google Cloud AutoML?
- Top alternatives to Google Cloud AutoML include Google Cloud AI, TensorFlow, Pyramid Decision Intelligence Platform, Infor Data Lake, BigML.