Cast AI vs nscale
Cast AI vs nscale, compared side by side on 18 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: Cast AI is on 57/100 and nscale on 70/100.
Where each one leads
Cast AI
- agent readiness: 52/100 against 42/100
- domain rating: 72/100 against 22/100
nscale
- our overall score: 70/100 against 57/100
- funding raised: $5.9B against $44.0M
At a glance
| Measure | Cast AI | nscale |
|---|---|---|
| What it is | AI-powered platform for optimizing cloud infrastructure costs and performance. | nscale provides a cloud-native platform for managing and optimizing Kubernetes deployments. |
| Category | MLOps, Cloud Infrastructure, Containerization, Kubernetes | MLOps, Kubernetes, Cloud Infrastructure, Developer Tools |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2019 | 2019 |
| Headquarters | Tel Aviv, Israel | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Cast AI | nscale |
|---|---|---|
| Employees | 335 | Not published |
| Total funding | $44.0M | $5.9B |
| Latest round | Series B | Follow-on |
| LinkedIn followers | 31,947 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Cast AI | nscale |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 57/100 | 70/100 |
| Traction | 58/100 | 40/100 |
| Team | 30/100 | 70/100 |
| Community | Not published | 14/100 |
| Search visibility | 36/100 | 7/100 |
| Quality | 68/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (52/100) | D (42/100) |
| Domain ratingLink authority, 0-100 | 72/100 | 22/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Cast AI | nscale |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| CMS | WordPress | Not detected |
| Frameworks | Not detected | Tailwind CSS |
| Analytics | Google Tag Manager | Fathom |
| Open source | Yes | No |
Cast AI vs nscale: common questions
Which is better, Cast AI or nscale?
On our 0-100 score nscale rates higher (70/100 against 57/100). 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 18 data points above: read the rows that match what you are buying for.
How do Cast AI and nscale compare on the numbers?
Cast AI leads on agent readiness (52/100 against 42/100), domain rating (72/100 against 22/100). nscale leads on our overall score (70/100 against 57/100), funding raised ($5.9B against $44.0M).
Read the full Cast AI review and pricing or the nscale review and pricing. You can also browse other Cast AI alternatives we track.

