Andesite vs Qdrant
Andesite vs Qdrant, compared side by side on 24 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: Andesite is on 42/100 and Qdrant on 71/100.
Where each one leads
Andesite
Leads on none of the measures we hold for both companies.
Qdrant
- our overall score: 71/100 against 42/100
- agent readiness: 51/100 against 43/100
- domain rating: 78/100 against 39/100
- headcount: 145 against 59
- funding raised: $96.5M against $15.0M
- LinkedIn following: 61,051 against 2,866
At a glance
| Measure | Andesite | Qdrant |
|---|---|---|
| What it is | AI-powered platform for automating complex data analysis and insights. | High-performance, open-source vector search engine built in Rust for production-grade AI and machine learning workloads. |
| Category | AI Infrastructure, Data Platform, Analytics Platform, Foundation Model | Vector Database, Vector Search Engine, Open Source, AI Infrastructure |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Software |
| Founded | 2022 | 2021 |
| Headquarters | San Francisco, United States | Berlin, Germany |
| Status | Active | Active |
Size, funding and growth
| Measure | Andesite | Qdrant |
|---|---|---|
| Employees | 59 | 145 |
| Headcount growthLast 12 months | Not published | +111.8% |
| Total funding | $15.0M | $96.5M |
| Latest round | Seed | Series B |
| Valuation | Not published | $1.1B |
| LinkedIn followers | 2,866 | 61,051 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Andesite | Qdrant |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 42/100 | 71/100 |
| Traction | 54/100 | 60/100 |
| Team | 30/100 | 70/100 |
| Community | 15/100 | 8/100 |
| Search visibility | 26/100 | 59/100 |
| Quality | 40/100 | 79/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (43/100) | D (51/100) |
| Domain ratingLink authority, 0-100 | 39/100 | 78/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Andesite | Qdrant |
|---|---|---|
| Hosting | Not detected | Netlify |
| CDN | Cloudflare | Netlify |
| CMS | WordPress | Not detected |
| Frameworks | Jquery | Bootstrap |
| Analytics | Google Analytics 4 | Not detected |
| Support stack | HubSpot | HubSpot |
| Open source | No | Yes |
| Self-hostable | No | Yes |
Andesite vs Qdrant: common questions
Which is better, Andesite or Qdrant?
On our 0-100 score Qdrant rates higher (71/100 against 42/100). 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 24 data points above: read the rows that match what you are buying for.
How do Andesite and Qdrant compare on the numbers?
Qdrant leads on our overall score (71/100 against 42/100), agent readiness (51/100 against 43/100), domain rating (78/100 against 39/100), headcount (145 against 59), funding raised ($96.5M against $15.0M), LinkedIn following (61,051 against 2,866).
Read the full Andesite review and pricing or the Qdrant review and pricing. You can also browse other Andesite alternatives we track.