Qdrant vs Knime

Side-by-side comparison of AI visibility scores, market position, and capabilities

Knime leads in AI visibility (74 vs 58)
Qdrant logo

Qdrant

ChallengerData & Analytics

Vector Databases & AI Search

Open-source vector database written in Rust. $50M Series B (March 2026), $87.8M total. 250M+ downloads, 29K GitHub stars. Clients: Tripadvisor, HubSpot, Bosch. Private.

AI VisibilityBeta
Overall Score
C58
Category Rank
#48 of 161
AI Consensus
89%
Trend
stable
Per Platform
ChatGPT
57
Perplexity
52
Gemini
55

About

Qdrant is a vector search engine company founded in 2021 by Andre Zayarni, headquartered in Berlin, Germany. It develops a high-performance open-source vector database optimized for AI retrieval and similarity matching, written in Rust. In March 2026, Qdrant raised $50M Series B led by Advance Venture Partners, bringing total funding to ~$87.8M.

Full profile
Knime logo

Knime

LeaderData & Analytics

Open-Source Data Science & Analytics Platform

KNIME is an open-source data science, analytics, and automation platform used by 300,000+ analysts across 60+ countries; founded in 2004; headquartered in Konstanz, Germany;

AI VisibilityBeta
Overall Score
B74
Category Rank
#15 of 161
AI Consensus
83%
Trend
stable
Per Platform
ChatGPT
73
Perplexity
76
Gemini
70

About

KNIME (Konstanz Information Miner) is an open-source data analytics, reporting, and integration platform founded in 2004 by a team at the University of Konstanz, Germany, led by Michael Berthold. The platform's visual, node-based workflow editor allows data analysts and scientists to design complex data pipelines, run machine learning models, and automate analytical processes without writing code — making advanced data science accessible to non-programmers. KNIME is free and open-source at its core, with the commercial KNIME Hub and KNIME Server products providing enterprise collaboration, scheduling, and deployment capabilities.

Full profile

AI Visibility Head-to-Head

58
Overall Score
74
#48
Category Rank
#15
89
AI Consensus
83
stable
Trend
stable
57
ChatGPT
73
52
Perplexity
76
55
Gemini
70
54
Claude
76
55
Grok
71

Key Details

Category
Vector Databases & AI Search
Open-Source Data Science & Analytics Platform
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Qdrant
Vector Databases & AI Search

Integrations

Only Qdrant

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