Google Cloud AutoML vs Databricks Lakehouse Platform Comparison
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…
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 leads on user satisfaction with a 4.1-star rating across 22 reviews.
Google Cloud AutoML vs Databricks Lakehouse Platform — at a glance
| Feature | Google Cloud AutoML | Databricks Lakehouse Platform |
|---|---|---|
| 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, Medium Business, Small Business | Large Enterprises, Small Business, Medium Business |
| Category | Data Science and Machine Learning Platforms | Data Science and Machine Learning Platforms |
| Platforms | SaaS/Web/Cloud | Browser Based (Cloud) |
| API | Available | — |
| Support modes | 24/7 (Live rep), Online | Online |
| Certifications | SOC 2, HIPAA, GDPR, ISO 27001 | SOC 2, HIPAA, GDPR, ISO 27001 |
| Data residency | Global | Global |
Key differences between Google Cloud AutoML and Databricks Lakehouse Platform
- Deployment: Google Cloud AutoML supports SaaS/Web/Cloud; Databricks Lakehouse Platform supports Browser Based (Cloud).
Google Cloud AutoML vs Databricks Lakehouse Platform — 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
Talk to an expert Talk to an expert | Talk to an expert Talk to an expert |
Free PDF comparison
Download this Google Cloud AutoML vs Databricks Lakehouse Platform comparison
Get the full side-by-side as a PDF — these picks plus the top Data Science and Machine Learning Platforms tools, with verified ratings, pricing and features.
- Side-by-side on pricing, features & ratings
- Plus the category top 10, scored & ranked
- Emailed to you — no on-screen download
No file downloads on screen — we email it to you. One-click unsubscribe anytime.
Google Cloud AutoML vs Databricks Lakehouse Platform: Biggest differences
Start here before you go deeper into features.
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.
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.
Google Cloud AutoML: Best for non-experts needing scalable, custom ML without infrastructure hassles. Databricks Lakehouse Platform: Best for large teams needing unified data lakes, warehouses, and AI capabilities.
Description | 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 | 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 |
|---|---|---|
Free Trial Availability |
|
|
User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Medium BusinessLarge Enterprises | 51-500 employees500+ employees |
Get pricing help | Get pricing help |
Software Demo
Demo |
|---|
Need a second opinion?
Get decision help from a software advisor
Share your priorities, budget, and team needs, and we’ll help you narrow the options and understand the tradeoffs before you talk to vendors.
- Independent advice — matched to your business
- Understand the tradeoffs before you talk to vendors
- Free 15-min call with a software advisor.
Step 1 of 4
How big is your team?
We tailor recommendations to companies your size.
How do Google Cloud AutoML and Databricks Lakehouse Platform Compare on Features?
Total Features | 3 Features | 5 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Google Cloud AutoML and Databricks Lakehouse Platform 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.
Pricing Option | ||
|---|---|---|
Pricing Plans |
|
|
Google Cloud AutoML vs Databricks Lakehouse Platform: Other Details
Organization Types supported |
|
|
|---|---|---|
Platforms Supported |
|
|
Modes of support |
|
|
API Support |
|
|
Get help choosing | Get help choosing |
Google Cloud AutoML vs Databricks Lakehouse Platform 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 |
Google Cloud AutoML User Reviews & Rating Comparison
User Ratings | No reviews available for the product | |
|---|---|---|
Rating Distribution | No reviews available for this product | |
Spotsaas Editor’s POV generated by AI | 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
| Buyer sentiment Insufficient user review data available to summarize buyer sentiment. |
Pros and Cons |
|
|
Positive Reviews | No reviews available for the product | No reviews available for the product |
Google Cloud AutoML and Databricks Lakehouse Platform Customers
Customers | No Customers information available. |  T-Mobile  HSBC  H |
|---|
Media and Screenshots
Screenshots |  1 Screenshots |  1 Screenshots |
|---|---|---|
Videos |  1 Videos |  1 Videos |
Top Alternatives to Google Cloud AutoML and Databricks Lakehouse Platform in 2026
Alternatives |
|---|
Add another option to compare side by side
Search by product name to compare pricing, fit, and buyer feedback in one view.Compare similar software options
Related Blogs and Articles for Data Science And Machine Learning Platforms
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, Google Cloud AutoML or Databricks Lakehouse Platform?
- 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 Google Cloud AutoML and Databricks Lakehouse Platform offer a free trial?
- Yes, both Google Cloud AutoML and Databricks Lakehouse Platform offer a free trial.
- What is the starting price of Google Cloud AutoML vs Databricks Lakehouse Platform?
- Google Cloud AutoML starts at Contact for pricing. Databricks Lakehouse Platform starts at Contact for pricing.
- 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.
- 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.