Scale AI vs Snorkel AI
Scale AI vs Snorkel AI, 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: Scale AI is on 70/100 and Snorkel AI on 70/100.
Where each one leads
Scale AI
- domain rating: 78/100 against 70/100
- headcount: 5,925 against 1,157
- funding raised: $30B against $200M
Snorkel AI
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Scale AI | Snorkel AI |
|---|---|---|
| What it is | Scale AI provides data labeling and AI infrastructure services that help organizations build, evaluate, and improve machine learning models. | Data-centric AI platform for building and deploying specialized AI models. |
| Category | Artificial Intelligence, Data Labeling, ML Infrastructure, AI Training Data | Data Layer for Specialized AI, AI Development, Data Platform, MLOps |
| Sells toBusiness model | Not published | B2B |
| Offering | Not published | Platform |
| Founded | Not published | 2019 |
| Headquarters | United States | Redwood City, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Scale AI | Snorkel AI |
|---|---|---|
| Employees | 5,925 | 1,157 |
| Total funding | $30B | $200M |
| Valuation | $7K | $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 | Scale AI | Snorkel AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 70/100 | 70/100 |
| Traction | 60/100 | 60/100 |
| Team | 30/100 | 70/100 |
| Community | 8/100 | Not published |
| Search visibility | 26/100 | 57/100 |
| Quality | 92/100 | 78/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | 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 | Scale AI | Snorkel AI |
|---|---|---|
| Hosting | Vercel | AWS |
| CDN | Vercel | Not detected |
| Frameworks | Next.js, Tailwind CSS | Jquery, Bootstrap |
| Analytics | Not detected | Google Tag Manager |
Scale AI vs Snorkel AI: common questions
Which is better, Scale AI or Snorkel AI?
Both score the same on our 0-100 rating, so the choice comes down to the 16 data points in the tables above rather than overall company strength.
How do Scale AI and Snorkel AI compare on the numbers?
Scale AI leads on domain rating (78/100 against 70/100), headcount (5,925 against 1,157), funding raised ($30B against $200M).
Read the full Scale AI review and pricing or the Snorkel AI review and pricing. You can also browse other Scale AI alternatives we track.