Astromech vs VILYA
Astromech vs VILYA, compared side by side on 12 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: Astromech is on 52/100 and VILYA on 62/100.
Where each one leads
Astromech
Leads on none of the measures we hold for both companies.
VILYA
- our overall score: 62/100 against 52/100
- agent readiness: 26/100 against 21/100
- funding raised: $121M against $20.0M
At a glance
| Measure | Astromech | VILYA |
|---|---|---|
| What it is | AI-driven predictive modeling company focused on biology and life sciences. | AI-powered platform for designing novel molecular structures for new medicines. |
| Category | Artificial Intelligence, Biotechnology, Life Sciences, Predictive Modeling | BIO + LIFE SCIENCES, Biotech, Drug Discovery, Genomics |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | Not published | 2022 |
| Headquarters | Dallas, United States | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Astromech | VILYA |
|---|---|---|
| Employees | Not published | 47 |
| Headcount growthLast 12 months | Not published | +123.1% |
| Total funding | $20.0M | $121M |
| Latest round | Funding Round | Series A |
| Valuation | $3.8B | Not published |
| LinkedIn followers | Not published | 4,799 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Astromech | VILYA |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 52/100 | 62/100 |
| Traction | 37/100 | 57/100 |
| Team | Not published | 70/100 |
| Search visibility | Not published | 34/100 |
| Quality | 78/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (21/100) | F (26/100) |
| Domain ratingLink authority, 0-100 | Not published | 10/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Astromech | VILYA |
|---|---|---|
| CDN | Not detected | Cloudflare |
| Frameworks | Not detected | Svelte, Astro, Tailwind CSS |
Astromech vs VILYA: common questions
Which is better, Astromech or VILYA?
On our 0-100 score VILYA rates higher (62/100 against 52/100). 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 12 data points above: read the rows that match what you are buying for.
How do Astromech and VILYA compare on the numbers?
VILYA leads on our overall score (62/100 against 52/100), agent readiness (26/100 against 21/100), funding raised ($121M against $20.0M).
Read the full Astromech review and pricing or the VILYA review and pricing. You can also browse other Astromech alternatives we track.

