Databricks vs Google Cloud Vertex AI
Databricks vs Google Cloud Vertex AI, compared side by side on 15 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Databricks is on 82/100 and Google Cloud Vertex AI on 10/100.
Where each one leads
Databricks
- our overall score: 82/100 against 10/100
- agent readiness: 49/100 against 43/100
Google Cloud Vertex AI
- domain rating: 99/100 against 88/100
At a glance
| Measure | Databricks | Google Cloud Vertex AI |
|---|---|---|
| What it is | A unified data analytics and AI platform built on the lakehouse architecture. | Unified machine learning platform for building, deploying, and scaling AI models. |
| Category | Data Analytics, Machine Learning, Cloud Computing, Data Platform | MLOps, Data Platform, Cloud Infrastructure, Foundation Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2013 | 2021 |
| Headquarters | San Francisco, United States | Mountain View, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Databricks | Google Cloud Vertex AI |
|---|---|---|
| Employees | 15,082 | Not published |
| Headcount growthLast 12 months | +27.1% | Not published |
| Total funding | $37B | Not published |
| Latest round | Strategic Financing | Not published |
| Valuation | $190B | Not published |
| LinkedIn followers | 1,191,281 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Databricks | Google Cloud Vertex AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 82/100 | 10/100 |
| Traction | 60/100 | Not published |
| Team | 70/100 | Not published |
| Community | 25/100 | 8/100 |
| Search visibility | 69/100 | 11/100 |
| Quality | 96/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | D (43/100) |
| Domain ratingLink authority, 0-100 | 88/100 | 99/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Databricks | Google Cloud Vertex AI |
|---|---|---|
| Hosting | Vercel | Google Cloud |
| CDN | Cloudflare | Not detected |
| Open source | Yes | Yes |
| Self-hostable | Yes | No |
What users say
| Measure | Databricks | Google Cloud Vertex AI |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 3.5/5 from 2 votes | Not published |
Databricks vs Google Cloud Vertex AI: common questions
Which is better, Databricks or Google Cloud Vertex AI?
On our 0-100 score Databricks rates higher (82/100 against 10/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 15 data points above: read the rows that match what you are buying for.
How do Databricks and Google Cloud Vertex AI compare on the numbers?
Databricks leads on our overall score (82/100 against 10/100), agent readiness (49/100 against 43/100). Google Cloud Vertex AI leads on domain rating (99/100 against 88/100).
Read the full Databricks review and pricing or the Google Cloud Vertex AI review and pricing. You can also browse other Databricks alternatives we track.