Causal Labs vs In-Situ
Causal Labs vs In-Situ, compared side by side on 16 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: Causal Labs is on 55/100 and In-Situ on 29/100.
Where each one leads
Causal Labs
- our overall score: 55/100 against 29/100
In-Situ
- domain rating: 57/100 against 28/100
- headcount: 215 against 14
- LinkedIn following: 11,413 against 1,858
At a glance
| Measure | Causal Labs | In-Situ |
|---|---|---|
| What it is | Building safe, steerable physics foundation models for weather understanding, prediction, and shaping. | Designs, manufactures, and sells environmental and process monitoring equipment and software. |
| Category | Foundation Model, Physics AI, Weather Prediction, Climate Tech | Environmental Monitoring, Water Quality Monitoring, Groundwater Monitoring, Surface Water Monitoring |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software | hardware | services |
| Founded | 2023 | 1976 |
| Headquarters | San Francisco, United States | Fort Collins, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Causal Labs | In-Situ |
|---|---|---|
| Employees | 14 | 215 |
| Headcount growthLast 12 months | +63.5% | Not published |
| Open roles | 20 | Not published |
| Total funding | $6.0M | Not published |
| Latest round | Seed | Not published |
| LinkedIn followers | 1,858 | 11,413 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Causal Labs | In-Situ |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 55/100 | 29/100 |
| Traction | 46/100 | 20/100 |
| Team | 70/100 | 40/100 |
| Community | 13/100 | Not published |
| Search visibility | 35/100 | 22/100 |
| Quality | 58/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (42/100) | D (40/100) |
| Domain ratingLink authority, 0-100 | 28/100 | 57/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Causal Labs | In-Situ |
|---|---|---|
| CDN | Cloudflare | Cloudflare |
| CMS | Webflow | Not detected |
What users say
| Measure | Causal Labs | In-Situ |
|---|---|---|
| Community ratingVisitor votes on StartupHub | 5.0/5 from 1 vote | Not published |
Causal Labs vs In-Situ: common questions
Which is better, Causal Labs or In-Situ?
On our 0-100 score Causal Labs rates higher (55/100 against 29/100). 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 16 data points above: read the rows that match what you are buying for.
How do Causal Labs and In-Situ compare on the numbers?
Causal Labs leads on our overall score (55/100 against 29/100). In-Situ leads on domain rating (57/100 against 28/100), headcount (215 against 14), LinkedIn following (11,413 against 1,858).
Read the full Causal Labs review and pricing or the In-Situ review and pricing. You can also browse other Causal Labs alternatives we track.