Aporia vs Probabl
Aporia vs Probabl, 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: Aporia is on 59/100 and Probabl on 54/100.
Where each one leads
Aporia
- our overall score: 59/100 against 54/100
- agent readiness: 63/100 against 29/100
- funding raised: $30.0M against $18.5M
Probabl
- headcount: 55 against 14
- LinkedIn following: 14,660 against 7,660
At a glance
| Measure | Aporia | Probabl |
|---|---|---|
| What it is | ML Observability platform for enterprises to monitor, visualize, and ensure ML model performance. | Track experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools. |
| Category | MLOps, Training, Development, Observability | MLOps, DataOps, Developer Tools, AI Coding Assistant |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2019 | 2023 |
| Headquarters | Tel Aviv, Israel | Paris, France |
| Status | Active | Active |
Size, funding and growth
| Measure | Aporia | Probabl |
|---|---|---|
| Employees | 14 | 55 |
| Headcount growthLast 12 months | -9.0% | Not published |
| Total funding | $30.0M | $18.5M |
| Latest round | Series A | Seed |
| LinkedIn followers | 7,660 | 14,660 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Aporia | Probabl |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 59/100 | 54/100 |
| Traction | 49/100 | 54/100 |
| Team | 80/100 | 70/100 |
| Search visibility | 29/100 | 24/100 |
| Quality | 62/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | C (63/100) | F (29/100) |
| Domain ratingLink authority, 0-100 | 58/100 | 57/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Aporia | Probabl |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Cloudflare | Not detected |
| CMS | WordPress | Not detected |
| Frameworks | Jquery | Astro |
| Open source | Yes | No |
Aporia vs Probabl: common questions
Which is better, Aporia or Probabl?
On our 0-100 score Aporia rates higher (59/100 against 54/100). 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 Aporia and Probabl compare on the numbers?
Aporia leads on our overall score (59/100 against 54/100), agent readiness (63/100 against 29/100), funding raised ($30.0M against $18.5M). Probabl leads on headcount (55 against 14), LinkedIn following (14,660 against 7,660).
Read the full Aporia review and pricing or the Probabl review and pricing. You can also browse other Aporia alternatives we track.