Macrodata Labs vs Scale AI
Macrodata Labs vs Scale AI, compared side by side on 11 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: Macrodata Labs is on 39/100 and Scale AI on 70/100.
Where each one leads
Macrodata Labs
Leads on none of the measures we hold for both companies.
Scale AI
- our overall score: 70/100 against 39/100
- funding raised: $30B against $4.0M
At a glance
| Measure | Macrodata Labs | Scale AI |
|---|---|---|
| What it is | Infrastructure for the robotics data loop. | Scale AI provides data labeling and AI infrastructure services that help organizations build, evaluate, and improve machine learning models. |
| Category | Artificial Intelligence, Robotics, Data Infrastructure, Robotics OS | Artificial Intelligence, Data Labeling, ML Infrastructure, AI Training Data |
| Sells toBusiness model | B2B | Not published |
| Offering | Platform | Not published |
| Founded | 2022 | Not published |
| Headquarters | Paris, France | United States |
| Status | Inactive | Active |
Size, funding and growth
| Measure | Macrodata Labs | Scale AI |
|---|---|---|
| Employees | Not published | 5,925 |
| Total funding | $4.0M | $30B |
| Latest round | Pre-Seed | Not published |
| Valuation | Not published | $7K |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Macrodata Labs | Scale AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 39/100 | 70/100 |
| Traction | 33/100 | 60/100 |
| Team | 60/100 | 30/100 |
| Community | Not published | 8/100 |
| Search visibility | Not published | 26/100 |
| Quality | 45/100 | 92/100 |
| Agent readinessHow well an AI agent can read and act on the site | Not published | D (48/100) |
| Domain ratingLink authority, 0-100 | Not published | 78/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Macrodata Labs | Scale AI |
|---|---|---|
| Hosting | Not detected | Vercel |
| CDN | Not detected | Vercel |
| Frameworks | Not detected | Next.js, Tailwind CSS |
| Open source | Yes | No |
| Self-hostable | Yes | No |
Macrodata Labs vs Scale AI: common questions
Which is better, Macrodata Labs or Scale AI?
On our 0-100 score Scale AI rates higher (70/100 against 39/100). 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 11 data points above: read the rows that match what you are buying for.
How do Macrodata Labs and Scale AI compare on the numbers?
Scale AI leads on our overall score (70/100 against 39/100), funding raised ($30B against $4.0M).
Read the full Macrodata Labs review and pricing or the Scale AI review and pricing. You can also browse other Macrodata Labs alternatives we track.