Data Methodology: Adoption data is based on public tech stack disclosures, job postings, case studies, and verified enterprise reports analyzed by UsedBy.ai. Showing 24 verified enterprise adoptions. More data being indexed continuously.
Decision Guide
Which One Should You Choose?
Based on real enterprise adoption patterns
Choose Zest if...
- You're in Banking & Mortgages (100% of users are)
- You want the most validated option (19+ enterprises)
UsedBy Exclusive Data
Industry Adoption Patterns
See which industries prefer each tool based on real adoption data
Qdrant by Industry
Marketing Tech20%
Investment & VC20%
Manufacturing20%
Biotech & Pharma20%
IT Services & System Integration20%
Zest by Industry
Zest is the go-to choice for Banking & Mortgages (100% of adopters)
Banking & Mortgages100%
Real User Feedback
What Users Say
Testimonials from verified enterprise users
“Qdrant powers our demanding recommendation and RAG applications...a reliable solution for our AI infrastructure.”
Srubin Sethu Madhavan
Technical Lead II, Hubspot
“Reporting and analysis are often a resource-intensive process. Reliability in the insights and output is also a challenge because I may have something in my mind that I want to see; however, someone o...”
Todd Peeples
SVP of Sales and Lending, All In Credit Union
Qdrant vs Zest: Your Questions Answered
Zest leads in enterprise adoption with 19 companies, versus 5 for Qdrant. This indicates broader market acceptance for Zest.
While our data doesn't show companies currently using both tools together, they serve different purposes and could potentially complement each other.
Qdrant is particularly strong in Marketing Tech (20% of adopters), while Zest dominates in Banking & Mortgages (100%). Choose based on your industry's prevailing stack.
For startups, consider: Qdrant offers flexible pricing, while Zest uses freemium pricing. Both are validated by enterprise use, ensuring scalability as you grow.
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