Probabl vs Swarmia
Probabl vs Swarmia, compared side by side on 18 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: Probabl is on 54/100 and Swarmia on 38/100.
Where each one leads
Probabl
- our overall score: 54/100 against 38/100
- funding raised: $18.5M against $10.0M
- LinkedIn following: 14,660 against 3,521
Swarmia
- agent readiness: 44/100 against 29/100
- domain rating: 69/100 against 57/100
At a glance
| Measure | Probabl | Swarmia |
|---|---|---|
| What it is | Track experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools. | AI-powered platform for engineering team productivity and performance insights. |
| Category | MLOps, DataOps, Developer Tools, AI Coding Assistant | MLOps, Developer Tools, Analytics Platform, Business Intelligence |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Platform |
| Founded | 2023 | 2021 |
| Headquarters | Paris, France | London, United Kingdom |
| Status | Active | Active |
Size, funding and growth
| Measure | Probabl | Swarmia |
|---|---|---|
| Employees | 55 | 63 |
| Total funding | $18.5M | $10.0M |
| Latest round | Seed | Not published |
| LinkedIn followers | 14,660 | 3,521 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Probabl | Swarmia |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 54/100 | 38/100 |
| Traction | 54/100 | 53/100 |
| Team | 70/100 | Not published |
| Search visibility | 24/100 | 31/100 |
| Quality | 58/100 | 40/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (29/100) | D (44/100) |
| Domain ratingLink authority, 0-100 | 57/100 | 69/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Probabl | Swarmia |
|---|---|---|
| Hosting | AWS | Google Cloud |
| CDN | Not detected | Cloudflare |
| CMS | Not detected | Ghost |
| Frameworks | Astro | Astro |
| Analytics | Not detected | Google Tag Manager |
Probabl vs Swarmia: common questions
Which is better, Probabl or Swarmia?
On our 0-100 score Probabl rates higher (54/100 against 38/100). 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 18 data points above: read the rows that match what you are buying for.
How do Probabl and Swarmia compare on the numbers?
Probabl leads on our overall score (54/100 against 38/100), funding raised ($18.5M against $10.0M), LinkedIn following (14,660 against 3,521). Swarmia leads on agent readiness (44/100 against 29/100), domain rating (69/100 against 57/100).
Read the full Probabl review and pricing or the Swarmia review and pricing. You can also browse other Probabl alternatives we track.