Qdrant vs Yrag
Qdrant vs Yrag, compared side by side on 11 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: Qdrant is on 71/100 and Yrag on 6/100.
Where each one leads
Qdrant
- our overall score: 71/100 against 6/100
- agent readiness: 51/100 against 44/100
Yrag
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Qdrant | Yrag |
|---|---|---|
| What it is | High-performance, open-source vector search engine built in Rust for production-grade AI and machine learning workloads. | Alimentez un chatbot IA performant grâce à vos documents (PDF, Docx, URL). Intégrez-le sur votre site en une ligne de code pour répondre à vos visiteurs 24h/24 dans leur langue. |
| Category | Vector Database, Vector Search Engine, Open Source, AI Infrastructure | AI Chatbot, Conversational AI, Customer Service Automation, Retrieval Augmented Generation |
| Sells toBusiness model | B2B | B2B |
| Offering | Software | Software |
| Founded | 2021 | Not published |
| Headquarters | Berlin, Germany | Not published |
| Status | Active | Active |
Size, funding and growth
| Measure | Qdrant | Yrag |
|---|---|---|
| Employees | 145 | Not published |
| Headcount growthLast 12 months | +111.8% | Not published |
| Total funding | $96.5M | Not published |
| Latest round | Series B | Not published |
| Valuation | $1.1B | Not published |
| LinkedIn followers | 61,051 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Qdrant | Yrag |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 71/100 | 6/100 |
| Traction | 60/100 | Not published |
| Team | 70/100 | Not published |
| Community | 8/100 | Not published |
| Search visibility | 59/100 | Not published |
| Quality | 79/100 | Not published |
| Agent readinessHow well an AI agent can read and act on the site | D (51/100) | D (44/100) |
| Domain ratingLink authority, 0-100 | 78/100 | Not published |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Qdrant | Yrag |
|---|---|---|
| Hosting | Netlify | Not detected |
| CDN | Netlify | Cloudflare |
| Frameworks | Bootstrap | Next.js, Bootstrap |
| Analytics | Not detected | Google Analytics 4, Microsoft Clarity |
| Support stack | HubSpot | Not detected |
| Open source | Yes | No |
| Self-hostable | Yes | No |
Qdrant vs Yrag: common questions
Which is better, Qdrant or Yrag?
On our 0-100 score Qdrant rates higher (71/100 against 6/100). 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 11 data points above: read the rows that match what you are buying for.
How do Qdrant and Yrag compare on the numbers?
Qdrant leads on our overall score (71/100 against 6/100), agent readiness (51/100 against 44/100).
Read the full Qdrant review and pricing or the Yrag review and pricing. You can also browse other Qdrant alternatives we track.