Discovery Loop vs Lilas
Discovery Loop vs Lilas, compared side by side on 8 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: Discovery Loop is on 1/100 and Lilas on 57/100.
Where each one leads
Discovery Loop
Leads on none of the measures we hold for both companies.
Lilas
- our overall score: 57/100 against 1/100
- agent readiness: 34/100 against 21/100
At a glance
| Measure | Discovery Loop | Lilas |
|---|---|---|
| What it is | Automating scientific and engineering discovery through AI systems that propose, run, and learn from experiments. | Building the world's first scientific superintelligence platform and autonomous labs. |
| Category | Frontier AI Lab, AGI Research, Foundation Model, AI Agent | Frontier AI Lab, AGI Research, Foundation Model, AI Science Factories |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | Not published | 2023 |
| Headquarters | Not published | Cambridge, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Discovery Loop | Lilas |
|---|---|---|
| Total funding | Not published | $352M |
| Latest round | Seed | Series A |
| Valuation | Not published | $1.3B |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Discovery Loop | Lilas |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 1/100 | 57/100 |
| Traction | Not published | 40/100 |
| Team | Not published | 70/100 |
| Community | Not published | 15/100 |
| Search visibility | Not published | 9/100 |
| Quality | Not published | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (21/100) | F (34/100) |
| Domain ratingLink authority, 0-100 | Not published | 54/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Discovery Loop | Lilas |
|---|---|---|
| CDN | Not detected | Cloudflare |
| CMS | Not detected | Webflow |
| Analytics | Not detected | Google Analytics 4 |
Discovery Loop vs Lilas: common questions
Which is better, Discovery Loop or Lilas?
On our 0-100 score Lilas rates higher (57/100 against 1/100). 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 8 data points above: read the rows that match what you are buying for.
How do Discovery Loop and Lilas compare on the numbers?
Lilas leads on our overall score (57/100 against 1/100), agent readiness (34/100 against 21/100).
Read the full Discovery Loop review and pricing or the Lilas review and pricing. You can also browse other Discovery Loop alternatives we track.