Databricks vs Fiddler Labs
Databricks vs Fiddler Labs, compared side by side on 16 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 Fiddler Labs on 43/100.
Where each one leads
Databricks
- our overall score: 82/100 against 43/100
- domain rating: 88/100 against 71/100
- LinkedIn following: 1,191,281 against 22,248
Fiddler Labs
- agent readiness: 55/100 against 49/100
At a glance
| Measure | Databricks | Fiddler Labs |
|---|---|---|
| What it is | A unified data analytics and AI platform built on the lakehouse architecture. | AI observability platform for understanding, monitoring, and improving ML models in production. |
| Category | Data Analytics, Machine Learning, Cloud Computing, Data Platform | AI Observability, MLOps, Data Platform, Analytics Platform |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2013 | 2019 |
| Headquarters | San Francisco, United States | Mountain View, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Databricks | Fiddler Labs |
|---|---|---|
| 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 | 22,248 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Databricks | Fiddler Labs |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 82/100 | 43/100 |
| Traction | 60/100 | Not published |
| Team | 70/100 | Not published |
| Community | 25/100 | Not published |
| Search visibility | 69/100 | 32/100 |
| Quality | 96/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (49/100) | D (55/100) |
| Domain ratingLink authority, 0-100 | 88/100 | 71/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Databricks | Fiddler Labs |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Cloudflare | Cloudflare |
| CMS | Not detected | Webflow |
| Analytics | Not detected | Google Tag Manager |
| Open source | Yes | Yes |
| Self-hostable | Yes | No |
What users say
| Measure | Databricks | Fiddler Labs |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 3.5/5 from 2 votes | Not published |
| Reddit sentimentThreads we track | Not published | 5 positive, 0 negative across 5 threads |
“Fiddler Labs, SRI and Berkeley experts open up the black box of machine learning at TC Sessions: Robotics+AI.”r/techcrunch
Databricks vs Fiddler Labs: common questions
Which is better, Databricks or Fiddler Labs?
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 16 data points above: read the rows that match what you are buying for.
How do Databricks and Fiddler Labs compare on the numbers?
Databricks leads on our overall score (82/100 against 43/100), domain rating (88/100 against 71/100), LinkedIn following (1,191,281 against 22,248). Fiddler Labs leads on agent readiness (55/100 against 49/100).
What do real users say about Databricks and Fiddler Labs?
Fiddler Labs: 5 positive and 0 negative mentions across 5 Reddit threads we track, mostly in r/techcrunch.
Read the full Databricks review and pricing or the Fiddler Labs review and pricing. You can also browse other Databricks alternatives we track.