4D Path vs Ceribell
4D Path vs Ceribell, compared side by side on 20 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: 4D Path is on 59/100 and Ceribell on 58/100.
Where each one leads
4D Path
- funding raised: $17.4M against $1.0M
Ceribell
- agent readiness: 41/100 against 30/100
- domain rating: 50/100 against 9/100
- headcount: 397 against 17
- LinkedIn following: 25,218 against 1,262
At a glance
| Measure | 4D Path | Ceribell |
|---|---|---|
| What it is | Personalizing cancer care through a novel, physics-informed approach to predict tumor response to therapy. | AI-powered EEG device for rapid seizure detection in critical care. |
| Category | Biotechnology, HealthTech, Artificial Intelligence, Cancer Research | MedTech, HealthTech, AI-Driven Protein Design, Clinical Trials |
| Sells toBusiness model | B2B2C | B2B |
| Offering | Platform | Hardware |
| Founded | 2016 | 2014 |
| Headquarters | Newton, USA | Sunnyvale, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | 4D Path | Ceribell |
|---|---|---|
| Employees | 17 | 397 |
| Total funding | $17.4M | $1.0M |
| Latest round | Strategic financing | Seed |
| Valuation | $1.1B | Not published |
| LinkedIn followers | 1,262 | 25,218 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | 4D Path | Ceribell |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 59/100 | 58/100 |
| Traction | 49/100 | 50/100 |
| Team | 70/100 | 60/100 |
| Community | Not published | 15/100 |
| Search visibility | 39/100 | 22/100 |
| Quality | 68/100 | 68/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (30/100) | D (41/100) |
| Domain ratingLink authority, 0-100 | 9/100 | 50/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | 4D Path | Ceribell |
|---|---|---|
| Hosting | Not detected | Google Cloud |
| CMS | WordPress | WordPress |
| Frameworks | Jquery, Bootstrap | Bootstrap |
| Analytics | Not detected | Google Tag Manager |
4D Path vs Ceribell: common questions
Which is better, 4D Path or Ceribell?
On our 0-100 score 4D Path rates higher (59/100 against 58/100). 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 20 data points above: read the rows that match what you are buying for.
How do 4D Path and Ceribell compare on the numbers?
4D Path leads on funding raised ($17.4M against $1.0M). Ceribell leads on agent readiness (41/100 against 30/100), domain rating (50/100 against 9/100), headcount (397 against 17), LinkedIn following (25,218 against 1,262).
Read the full 4D Path review and pricing or the Ceribell review and pricing. You can also browse other 4D Path alternatives we track.