NomadicML vs Scale AI
NomadicML vs Scale 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: NomadicML is on 46/100 and Scale AI on 70/100.
Where each one leads
NomadicML
Leads on none of the measures we hold for both companies.
Scale AI
- our overall score: 70/100 against 46/100
- domain rating: 78/100 against 14/100
- funding raised: $30B against $8.4M
At a glance
| Measure | NomadicML | Scale AI |
|---|---|---|
| What it is | Turns robot and AV footage into structured, searchable datasets - deep learning over video for AI model training. | Scale AI provides data labeling and AI infrastructure services that help organizations build, evaluate, and improve machine learning models. |
| Category | Artificial Intelligence, Autonomous Vehicles, Robotics, Data Management | Artificial Intelligence, Data Labeling, ML Infrastructure, AI Training Data |
| Sells toBusiness model | B2B | Not published |
| Offering | Software | Not published |
| Founded | 2022 | Not published |
| Headquarters | San Francisco, United States | United States |
| Status | Active | Active |
Size, funding and growth
| Measure | NomadicML | Scale AI |
|---|---|---|
| Employees | Not published | 5,925 |
| Total funding | $8.4M | $30B |
| Latest round | Seed | Not published |
| Valuation | $1.1B | $7K |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | NomadicML | Scale AI |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 46/100 | 70/100 |
| Traction | 35/100 | 60/100 |
| Team | 30/100 | 30/100 |
| Community | 8/100 | 8/100 |
| Search visibility | 22/100 | 26/100 |
| Quality | 58/100 | 92/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (47/100) | D (48/100) |
| Domain ratingLink authority, 0-100 | 14/100 | 78/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | NomadicML | Scale AI |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Vercel | Vercel |
| Frameworks | Not detected | Next.js, Tailwind CSS |
| Analytics | Google Analytics 4 | Not detected |
NomadicML vs Scale AI: common questions
Which is better, NomadicML or Scale AI?
On our 0-100 score Scale AI rates higher (70/100 against 46/100). 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 16 data points above: read the rows that match what you are buying for.
How do NomadicML and Scale AI compare on the numbers?
Scale AI leads on our overall score (70/100 against 46/100), domain rating (78/100 against 14/100), funding raised ($30B against $8.4M).
Read the full NomadicML review and pricing or the Scale AI review and pricing. You can also browse other NomadicML alternatives we track.

