Astas vs Qdrant
Astas vs Qdrant, compared side by side on 15 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: Astas is on 23/100 and Qdrant on 71/100.
Where each one leads
Astas
Leads on none of the measures we hold for both companies.
Qdrant
- our overall score: 71/100 against 23/100
- headcount: 145 against 7
At a glance
| Measure | Astas | Qdrant |
|---|---|---|
| What it is | Astas is an AI-powered platform that automates data extraction and analysis from unstructured documents. | High-performance, open-source vector search engine built in Rust for production-grade AI and machine learning workloads. |
| Category | Document AI, Data Extraction, Intelligent Document Processing, Workflow Automation | Vector Database, Vector Search Engine, Open Source, AI Infrastructure |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | Not published | 2021 |
| Headquarters | Not published | Berlin, Germany |
| Status | Active | Active |
Size, funding and growth
| Measure | Astas | Qdrant |
|---|---|---|
| Employees | 7 | 145 |
| Headcount growthLast 12 months | Not published | +111.8% |
| Total funding | Not published | $87.5M |
| Latest round | Not published | Series B |
| Valuation | Not published | $1.1B |
| LinkedIn followers | Not published | 61,051 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Astas | Qdrant |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 23/100 | 71/100 |
| Traction | 9/100 | 60/100 |
| Team | Not published | 70/100 |
| Community | Not published | 8/100 |
| Search visibility | 11/100 | 59/100 |
| Quality | 30/100 | 79/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (53/100) | D (51/100) |
| Domain ratingLink authority, 0-100 | Not published | 78/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Astas | Qdrant |
|---|---|---|
| Hosting | Not detected | Netlify |
| CDN | Cloudflare | Netlify |
| Frameworks | Bootstrap | Bootstrap |
| Support stack | Not detected | HubSpot |
| Open source | No | Yes |
| Self-hostable | No | Yes |
Astas vs Qdrant: common questions
Which is better, Astas or Qdrant?
On our 0-100 score Qdrant rates higher (71/100 against 23/100). 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 15 data points above: read the rows that match what you are buying for.
How do Astas and Qdrant compare on the numbers?
Qdrant leads on our overall score (71/100 against 23/100), headcount (145 against 7).
Read the full Astas review and pricing or the Qdrant review and pricing. You can also browse other Astas alternatives we track.