Scale AI vs Worldmodeldata
Scale AI vs Worldmodeldata, compared side by side on 15 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 Worldmodeldata on 49/100.
Where each one leads
Scale AI
- our overall score: 70/100 against 49/100
- domain rating: 78/100 against 2/100
- funding raised: $30B against $9.0M
Worldmodeldata
- agent readiness: 54/100 against 48/100
At a glance
| Measure | Scale AI | Worldmodeldata |
|---|---|---|
| What it is | Scale AI provides data labeling and AI infrastructure services that help organizations build, evaluate, and improve machine learning models. | Building a database of video game-generated training data for AI world models. |
| Category | Artificial Intelligence, Data Labeling, ML Infrastructure, AI Training Data | Artificial Intelligence, Data, Gaming, Robotics |
| Sells toBusiness model | Not published | B2B |
| Offering | Not published | Platform |
| Headquarters | United States | Cambridge, United Kingdom |
| Status | Active | Active |
Size, funding and growth
| Measure | Scale AI | Worldmodeldata |
|---|---|---|
| Employees | 5,925 | Not published |
| Total funding | $30B | $9.0M |
| Latest round | Not published | Seed |
| Valuation | $7K | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Scale AI | Worldmodeldata |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 70/100 | 49/100 |
| Traction | 60/100 | 35/100 |
| Team | 30/100 | 60/100 |
| Community | 8/100 | Not published |
| Search visibility | 26/100 | 27/100 |
| Quality | 92/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (48/100) | D (54/100) |
| Domain ratingLink authority, 0-100 | 78/100 | 2/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Scale AI | Worldmodeldata |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Vercel | Vercel |
| Frameworks | Next.js, Tailwind CSS | Tailwind CSS |
Scale AI vs Worldmodeldata: common questions
Which is better, Scale AI or Worldmodeldata?
On our 0-100 score Scale AI rates higher (70/100 against 49/100). 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 15 data points above: read the rows that match what you are buying for.
How do Scale AI and Worldmodeldata compare on the numbers?
Scale AI leads on our overall score (70/100 against 49/100), domain rating (78/100 against 2/100), funding raised ($30B against $9.0M). Worldmodeldata leads on agent readiness (54/100 against 48/100).
Read the full Scale AI review and pricing or the Worldmodeldata review and pricing. You can also browse other Scale AI alternatives we track.