0%

est. 2Y upside i

AI & MLSeries B

Open source vector similarity search engine for AI applications

Rank

#2180

Sector

AI Infrastructure

Est. Liquidity

~5Y

Data Quality

Data: Low

Equity upside cannot be quantified due to missing current valuation and growth rate.

Last updated: July 3, 2026

Bull (20%)0%

No valuation data; unable to compute returns.

Base (55%)0%

No valuation data; unable to compute returns.

Bear (25%)-100%

No valuation data; common stock could be worthless if exit below preferences.

Est. time to liquidity~5.0 years

Preference Stack Risk

severe

Funding Intensity

0%

Total funding $87.8M with unknown valuation; if valuation is under $88M, common stock recovers zero.

Dilution Risk

high

No runway data; recent $50M round suggests further raises likely given early stage.

Secondary Liquidity

none

No secondary market mentioned; liquidity likely limited to exits.

Questions to Ask at the Interview

Strategic questions based on Qdrant's data — designed to show you've done your homework.

  • 1

    “How does Qdrant differentiate from built-in vector search in cloud databases?”

  • 2

    “What is the current ARR and growth rate?”

  • 3

    “What is the company's preferred timeline for liquidity (IPO or acquisition)?”

Community

Valuation Sentiment

Our model estimates 0% upside. What do you think?

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Community Discussion

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.