Databricks vs LightningAI
Databricks vs LightningAI, compared side by side on 20 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 LightningAI on 55/100.
Where each one leads
Databricks
- our overall score: 82/100 against 55/100
- domain rating: 88/100 against 74/100
- headcount: 15,082 against 228
- LinkedIn following: 1,191,281 against 100,111
LightningAI
- agent readiness: 64/100 against 49/100
At a glance
| Measure | Databricks | LightningAI |
|---|---|---|
| What it is | A unified data analytics and AI platform built on the lakehouse architecture. | Cloud AI platform for building and deploying large-scale AI models. |
| Category | Data Analytics, Machine Learning, Cloud Computing, Data Platform | AI Infrastructure, MLOps, Foundation Model, Large Language Model |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2013 | 2022 |
| Headquarters | San Francisco, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Databricks | LightningAI |
|---|---|---|
| Employees | 15,082 | 228 |
| 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 | 100,111 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Databricks | LightningAI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 82/100 | 55/100 |
| Traction | 60/100 | 20/100 |
| Team | 70/100 | 70/100 |
| Community | 25/100 | 15/100 |
| Search visibility | 69/100 | 36/100 |
| Quality | 96/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | C (64/100) |
| Domain ratingLink authority, 0-100 | 88/100 | 74/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Databricks | LightningAI |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Cloudflare | Cloudflare |
| Open source | Yes | Yes |
| Self-hostable | Yes | No |
What users say
| Measure | Databricks | LightningAI |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 3.5/5 from 2 votes | Not published |
Databricks vs LightningAI: common questions
Which is better, Databricks or LightningAI?
On our 0-100 score Databricks rates higher (82/100 against 55/100). 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 20 data points above: read the rows that match what you are buying for.
How do Databricks and LightningAI compare on the numbers?
Databricks leads on our overall score (82/100 against 55/100), domain rating (88/100 against 74/100), headcount (15,082 against 228), LinkedIn following (1,191,281 against 100,111). LightningAI leads on agent readiness (64/100 against 49/100).
Read the full Databricks review and pricing or the LightningAI review and pricing. You can also browse other Databricks alternatives we track.