Databricks vs Upscayl
Databricks vs Upscayl, compared side by side on 12 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 Upscayl on 9/100.
Where each one leads
Databricks
- our overall score: 82/100 against 9/100
- domain rating: 88/100 against 0/100
Upscayl
- agent readiness: 57/100 against 49/100
At a glance
| Measure | Databricks | Upscayl |
|---|---|---|
| What it is | A unified data analytics and AI platform built on the lakehouse architecture. | Free open-source AI image upscaler for Windows, Mac, and Linux, enhancing photos locally with Real-ESRGAN on your GPU. |
| Category | Data Analytics, Machine Learning, Cloud Computing, Data Platform | AI Image Generation, Generative AI, Image Upscaling, Open Source |
| Sells toBusiness model | B2B | B2C |
| Offering | Platform | Software |
| Founded | 2013 | Not published |
| Headquarters | San Francisco, United States | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Databricks | Upscayl |
|---|---|---|
| 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 | Upscayl |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 82/100 | 9/100 |
| Traction | 60/100 | Not published |
| Team | 70/100 | Not published |
| Community | 25/100 | Not published |
| Search visibility | 69/100 | 8/100 |
| Quality | 96/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | D (57/100) |
| Domain ratingLink authority, 0-100 | 88/100 | 0/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Databricks | Upscayl |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Cloudflare | Cloudflare |
| Analytics | Not detected | Google Analytics 4, Microsoft Clarity |
| Open source | Yes | No |
| Self-hostable | Yes | No |
What users say
| Measure | Databricks | Upscayl |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 3.5/5 from 2 votes | Not published |
| Reddit sentimentThreads we track | Not published | 3 positive, 2 negative across 6 threads |
“Upscayl is honestly always been a classic and if being open source makes it rlly great, and honestly think you have a some technical skills it could be better than topaz as you can fine tune it. Its overall rlly good for most things.”r/upscaling
Databricks vs Upscayl: common questions
Which is better, Databricks or Upscayl?
On our 0-100 score Databricks rates higher (82/100 against 9/100). 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 12 data points above: read the rows that match what you are buying for.
How do Databricks and Upscayl compare on the numbers?
Databricks leads on our overall score (82/100 against 9/100), domain rating (88/100 against 0/100). Upscayl leads on agent readiness (57/100 against 49/100).
What do real users say about Databricks and Upscayl?
Upscayl: 3 positive and 2 negative mentions across 6 Reddit threads we track, mostly in r/upscaling.
Read the full Databricks review and pricing or the Upscayl review and pricing. You can also browse other Databricks alternatives we track.