Assistant-ui vs Databricks
Assistant-ui vs Databricks, 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: Assistant-ui is on 43/100 and Databricks on 82/100.
Where each one leads
Assistant-ui
Leads on none of the measures we hold for both companies.
Databricks
- our overall score: 82/100 against 43/100
- domain rating: 88/100 against 47/100
- funding raised: $37B against $500K
At a glance
| Measure | Assistant-ui | Databricks |
|---|---|---|
| What it is | Open-source React library for building production-grade AI chat interfaces. | A unified data analytics and AI platform built on the lakehouse architecture. |
| Category | AI Chat Interface, Developer Tools, Open Source, React | Data Analytics, Machine Learning, Cloud Computing, Data Platform |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2024 | 2013 |
| Headquarters | San Francisco, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Assistant-ui | Databricks |
|---|---|---|
| Employees | Not published | 15,082 |
| Headcount growthLast 12 months | Not published | +27.1% |
| Total funding | $500K | $37B |
| Latest round | Seed | Strategic Financing |
| Valuation | Not published | $190B |
| LinkedIn followers | Not published | 1,191,281 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Assistant-ui | Databricks |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 43/100 | 82/100 |
| Traction | 28/100 | 60/100 |
| Team | 30/100 | 70/100 |
| Community | Not published | 25/100 |
| Search visibility | 22/100 | 69/100 |
| Quality | 55/100 | 96/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (51/100) | D (49/100) |
| Domain ratingLink authority, 0-100 | 47/100 | 88/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Assistant-ui | Databricks |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Cloudflare | Cloudflare |
| CMS | Ghost | Not detected |
| Frameworks | Next.js, Tailwind CSS | Not detected |
| Payments | Stripe | Not detected |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
What users say
| Measure | Assistant-ui | Databricks |
|---|---|---|
| Community ratingVisitor votes on StartupHub | Not published | 3.5/5 from 2 votes |
Assistant-ui vs Databricks: common questions
Which is better, Assistant-ui or Databricks?
On our 0-100 score Databricks rates higher (82/100 against 43/100). 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 Assistant-ui and Databricks compare on the numbers?
Databricks leads on our overall score (82/100 against 43/100), domain rating (88/100 against 47/100), funding raised ($37B against $500K).
Read the full Assistant-ui review and pricing or the Databricks review and pricing. You can also browse other Assistant-ui alternatives we track.

