Astra DB (IBM watsonx.data) vs Snorkel AI
Astra DB (IBM watsonx.data) vs Snorkel AI, compared side by side on 19 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: Astra DB (IBM watsonx.data) is on 55/100 and Snorkel AI on 70/100.
Where each one leads
Astra DB (IBM watsonx.data)
- domain rating: 78/100 against 70/100
Snorkel AI
- our overall score: 70/100 against 55/100
- agent readiness: 47/100 against 33/100
- funding raised: $200M against $115M
At a glance
| Measure | Astra DB (IBM watsonx.data) | Snorkel AI |
|---|---|---|
| What it is | Astra DB is a cloud-native NoSQL and vector database for building generative AI applications. | Data-centric AI platform for building and deploying specialized AI models. |
| Category | Database Technologies, Multi-Model DBMS, Vector Databases, NoSQL Databases | Data Layer for Specialized AI, AI Development, Data Platform, MLOps |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2020 | 2019 |
| Headquarters | Santa Clara, United States | Redwood City, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Astra DB (IBM watsonx.data) | Snorkel AI |
|---|---|---|
| Employees | Not published | 1,157 |
| Total funding | $115M | $200M |
| Latest round | Private Equity | Not published |
| Valuation | $1.6B | $1.3B |
| LinkedIn followers | Not published | 75,694 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Astra DB (IBM watsonx.data) | Snorkel AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 55/100 | 70/100 |
| Traction | 40/100 | 60/100 |
| Team | 70/100 | 70/100 |
| Search visibility | 16/100 | 57/100 |
| Quality | 68/100 | 78/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (33/100) | D (47/100) |
| Domain ratingLink authority, 0-100 | 78/100 | 70/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Astra DB (IBM watsonx.data) | Snorkel AI |
|---|---|---|
| Hosting | AWS | AWS |
| Frameworks | Bootstrap | Jquery, Bootstrap |
| Analytics | Segment, Reddit Pixel | Google Tag Manager |
Astra DB (IBM watsonx.data) vs Snorkel AI: common questions
Which is better, Astra DB (IBM watsonx.data) or Snorkel AI?
On our 0-100 score Snorkel AI rates higher (70/100 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 19 data points above: read the rows that match what you are buying for.
How do Astra DB (IBM watsonx.data) and Snorkel AI compare on the numbers?
Astra DB (IBM watsonx.data) leads on domain rating (78/100 against 70/100). Snorkel AI leads on our overall score (70/100 against 55/100), agent readiness (47/100 against 33/100), funding raised ($200M against $115M).
Read the full Astra DB (IBM watsonx.data) review and pricing or the Snorkel AI review and pricing. You can also browse other Astra DB (IBM watsonx.data) alternatives we track.