Abacus.AI vs Databricks
Abacus.AI vs Databricks, compared side by side on 26 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: Abacus.AI is on 65/100 and Databricks on 82/100.
Where each one leads
Abacus.AI
- headcount growth: +135.1% against +27.1%
Databricks
- our overall score: 82/100 against 65/100
- agent readiness: 49/100 against 44/100
- domain rating: 88/100 against 72/100
- headcount: 15,082 against 259
- funding raised: $37B against $90.3M
- LinkedIn following: 1,191,281 against 194,723
At a glance
| Measure | Abacus.AI | Databricks |
|---|---|---|
| What it is | An enterprise AI platform for building and deploying generative AI applications and machine learning models. | A unified data analytics and AI platform built on the lakehouse architecture. |
| Category | AI Foundation & Compute, MLOps & DevInfra, AI Tools & Apps, Generative AI | Data Analytics, Machine Learning, Cloud Computing, Data Platform |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2019 | 2013 |
| Headquarters | San Francisco, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Abacus.AI | Databricks |
|---|---|---|
| Employees | 259 | 15,082 |
| Headcount growthLast 12 months | +135.1% | +27.1% |
| Total funding | $90.3M | $37B |
| Latest round | Series C | Strategic Financing |
| Valuation | $322M | $190B |
| LinkedIn followers | 194,723 | 1,191,281 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Abacus.AI | Databricks |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 65/100 | 82/100 |
| Traction | 60/100 | 60/100 |
| Team | 70/100 | 70/100 |
| Community | 18/100 | 25/100 |
| Search visibility | 49/100 | 69/100 |
| Quality | 68/100 | 96/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (44/100) | D (49/100) |
| Domain ratingLink authority, 0-100 | 72/100 | 88/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Abacus.AI | Databricks |
|---|---|---|
| Hosting | AWS | Vercel |
| CDN | CloudFront | Cloudflare |
| Frameworks | Jquery | Not detected |
| Analytics | Google Analytics 4 | Not detected |
| Open source | No | Yes |
| Self-hostable | No | Yes |
What users say
| Measure | Abacus.AI | Databricks |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 4.0/5 from 1 vote | 3.5/5 from 2 votes |
| Reddit sentimentThreads we track | 1 positive, 4 negative across 6 threads | Not published |
“Recently tried Abacus AI (ChatLLM) out of curiosity, and honestly… it made me rethink how I use AI tools. From what I understand, ChatLLM is not just a single model like ChatGPT, it gives access to multiple models in one place (GPT, Claude,”r/abacusai
Abacus.AI vs Databricks: common questions
Which is better, Abacus.AI or Databricks?
On our 0-100 score Databricks rates higher (82/100 against 65/100). 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 26 data points above: read the rows that match what you are buying for.
How do Abacus.AI and Databricks compare on the numbers?
Abacus.AI leads on headcount growth (+135.1% against +27.1%). Databricks leads on our overall score (82/100 against 65/100), agent readiness (49/100 against 44/100), domain rating (88/100 against 72/100), headcount (15,082 against 259), funding raised ($37B against $90.3M), LinkedIn following (1,191,281 against 194,723).
What do real users say about Abacus.AI and Databricks?
Abacus.AI: 1 positive and 4 negative mentions across 6 Reddit threads we track, mostly in r/abacusai.
Read the full Abacus.AI review and pricing or the Databricks review and pricing. You can also browse other Abacus.AI alternatives we track.