Demandintelligence vs Probabl
Demandintelligence vs Probabl, 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: Demandintelligence is on 27/100 and Probabl on 54/100.
Where each one leads
Demandintelligence
- domain rating: 88/100 against 57/100
- headcount: 595 against 55
- LinkedIn following: 185,990 against 14,660
Probabl
- our overall score: 54/100 against 27/100
- agent readiness: 29/100 against 25/100
At a glance
| Measure | Demandintelligence | Probabl |
|---|---|---|
| What it is | A cloud-based integrated development environment that enables collaborative coding, building, and deploying applications directly in-browser. | Track experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools. |
| Category | Developer Tools, Cloud Infrastructure, AI Coding Assistant, AI Copilot | MLOps, DataOps, Developer Tools, AI Coding Assistant |
| Sells toBusiness model | B2B2C | B2B |
| Offering | Platform | Software |
| Founded | Not published | 2023 |
| Headquarters | Not published | Paris, France |
| Status | Active | Active |
Size, funding and growth
| Measure | Demandintelligence | Probabl |
|---|---|---|
| Employees | 595 | 55 |
| Total funding | Not published | $18.5M |
| Latest round | Not published | Seed |
| Valuation | $1.2B | Not published |
| LinkedIn followers | 185,990 | 14,660 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Demandintelligence | Probabl |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 27/100 | 54/100 |
| Traction | 20/100 | 54/100 |
| Team | 30/100 | 70/100 |
| Search visibility | 22/100 | 24/100 |
| Quality | Not published | 58/100 |
| Agent readinessHow well an AI agent can read and act on the site | F (25/100) | F (29/100) |
| Domain ratingLink authority, 0-100 | 88/100 | 57/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Demandintelligence | Probabl |
|---|---|---|
| Hosting | Not detected | AWS |
| CDN | Cloudflare | Not detected |
| CMS | Replit | Not detected |
| Frameworks | Next.js | Astro |
| Open source | Yes | No |
| Self-hostable | Yes | No |
Demandintelligence vs Probabl: common questions
Which is better, Demandintelligence or Probabl?
On our 0-100 score Probabl rates higher (54/100 against 27/100). 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 Demandintelligence and Probabl compare on the numbers?
Demandintelligence leads on domain rating (88/100 against 57/100), headcount (595 against 55), LinkedIn following (185,990 against 14,660). Probabl leads on our overall score (54/100 against 27/100), agent readiness (29/100 against 25/100).
Read the full Demandintelligence review and pricing or the Probabl review and pricing. You can also browse other Demandintelligence alternatives we track.