Qdrant
As of July 21, 2026: Qdrant is a vector search engine targeting developers that has raised $85.5M across three rounds and offers a free tier to start.
The platform states 42 capabilities including hybrid search and RAG, with 8 integrations and 11 security controls including SSO, encryption at rest, and encryption in transit. Pricing starts at $0/mo on the Free Tier, with Standard, Premium, Hybrid Cloud, and Private Cloud tiers above it, though only the Free Tier has a published price.
Corroborated across 7 dimensions of the record.
Corroborated across multiple dated, sourced facts.
Corroborated across multiple dated, sourced facts.Full read →
Grounded in a smaller fact set; directionally reliable.Full read →
Corroborated across multiple dated, sourced facts.Full read →
Corroborated across multiple dated, sourced facts.Full read →
Corroborated across multiple dated, sourced facts.Full read →
Grounded in a smaller fact set; directionally reliable.Full read →
GET https://api.bixel.com/v1/companies/qdrant.tech
{
"data": {
"company": {
"name": "Qdrant",
"domain": "qdrant.tech",
"categories": [
"vector-databases"
]
},
"dimensions": {
"stack": {
"facts": [
{
"key": "stack.tech.netlify",
"value": true,
"provenance": "observed",
"as_of": "2026-07-20",
"source_url": "qdrant.tech"
}
]
},
"…": "…"
}
}
}# any MCP client (Claude, agents)
const record = await bixel.get_company({ domain: "qdrant.tech" })
# returns the whole record above,
# each value with its source_url + as_of,
# ready to reason overEvery read above is derived from public signals, each sourced and dated, and kept honest about provenance: what the company states on its own pages and job posts (pricing, security, careers, positioning, its backend stack) versus what Bixel independently detects (technologies, infrastructure). Where a stated claim is also detected we mark it verified; where we only have the claim, we say so. Bixel infers posture: how it monetizes, how mature it is, where it's heading. It does notclaim private financials it can't observe. Where signals are thin, the confidence says so.
Public record, read from companies' own pages and boards. Every fact dated and sourced; provenance (observed vs company stated) shown inline.