Mabl vs Probabl
Mabl vs Probabl, compared side by side on 19 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: Mabl is on 61/100 and Probabl on 54/100.
Where each one leads
Mabl
- our overall score: 61/100 against 54/100
- agent readiness: 47/100 against 29/100
- domain rating: 69/100 against 57/100
- headcount: 115 against 55
- funding raised: $70.0M against $18.5M
Probabl
- LinkedIn following: 14,660 against 11,583
At a glance
| Measure | Mabl | Probabl |
|---|---|---|
| What it is | AI-native, low-code test automation platform for software quality engineering. | Track experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools. |
| Category | MLOps, Developer Tools, API Platform, Enterprise Software | MLOps, DataOps, Developer Tools, AI Coding Assistant |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2016 | 2023 |
| Headquarters | Boston, United States | Paris, France |
| Status | Active | Active |
Size, funding and growth
| Measure | Mabl | Probabl |
|---|---|---|
| Employees | 115 | 55 |
| Total funding | $70.0M | $18.5M |
| Latest round | Series C | Seed |
| LinkedIn followers | 11,583 | 14,660 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Mabl | Probabl |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 61/100 | 54/100 |
| Traction | 59/100 | 54/100 |
| Team | 70/100 | 70/100 |
| Search visibility | 33/100 | 24/100 |
| Quality | 68/100 | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (47/100) | F (29/100) |
| Domain ratingLink authority, 0-100 | 69/100 | 57/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Mabl | Probabl |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Cloudflare | Not detected |
| Frameworks | Bootstrap | Astro |
| Analytics | Google Tag Manager | Not detected |
| Support stack | Intercom | Not detected |
Mabl vs Probabl: common questions
Which is better, Mabl or Probabl?
On our 0-100 score Mabl rates higher (61/100 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 19 data points above: read the rows that match what you are buying for.
How do Mabl and Probabl compare on the numbers?
Mabl leads on our overall score (61/100 against 54/100), agent readiness (47/100 against 29/100), domain rating (69/100 against 57/100), headcount (115 against 55), funding raised ($70.0M against $18.5M). Probabl leads on LinkedIn following (14,660 against 11,583).
Read the full Mabl review and pricing or the Probabl review and pricing. You can also browse other Mabl alternatives we track.