4D Path vs Freenome
4D Path vs Freenome, 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 Freenome on 59/100.
Where each one leads
4D Path
Leads on none of the measures we hold for both companies.
Freenome
- agent readiness: 46/100 against 30/100
- domain rating: 56/100 against 9/100
- headcount: 402 against 17
- funding raised: $570M against $17.4M
- LinkedIn following: 46,860 against 1,262
At a glance
| Measure | 4D Path | Freenome |
|---|---|---|
| What it is | Personalizing cancer care through a novel, physics-informed approach to predict tumor response to therapy. | Freenome is a biotechnology company developing a multi-cancer early detection blood test using machine learning and biology. |
| Category | Biotechnology, HealthTech, Artificial Intelligence, Cancer Research | Biotechnology, Healthcare, Artificial Intelligence, Biotech |
| Sells toBusiness model | B2B2C | B2B |
| Offering | Platform | Services |
| Founded | 2016 | 2014 |
| Headquarters | Newton, USA | South San Francisco, USA |
| Status | Active | Active |
Size, funding and growth
| Measure | 4D Path | Freenome |
|---|---|---|
| Employees | 17 | 402 |
| Total funding | $17.4M | $570M |
| Latest round | Strategic financing | Series D |
| Valuation | $1.1B | $1.1B |
| LinkedIn followers | 1,262 | 46,860 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | 4D Path | Freenome |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 59/100 | 59/100 |
| Traction | 49/100 | 60/100 |
| Team | 70/100 | Not published |
| Search visibility | 39/100 | 31/100 |
| Quality | 68/100 | 78/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (30/100) | D (46/100) |
| Domain ratingLink authority, 0-100 | 9/100 | 56/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | 4D Path | Freenome |
|---|---|---|
| CMS | WordPress | WordPress |
| Frameworks | Jquery, Bootstrap | Jquery |
| Analytics | Not detected | Google Tag Manager |
| Support stack | Not detected | HubSpot |
4D Path vs Freenome: common questions
Which is better, 4D Path or Freenome?
Both score the same on our 0-100 rating, so the choice comes down to the 20 data points in the tables above rather than overall company strength.
How do 4D Path and Freenome compare on the numbers?
Freenome leads on agent readiness (46/100 against 30/100), domain rating (56/100 against 9/100), headcount (402 against 17), funding raised ($570M against $17.4M), LinkedIn following (46,860 against 1,262).
Read the full 4D Path review and pricing or the Freenome review and pricing. You can also browse other 4D Path alternatives we track.

