Qdrant vs Ankr

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

Qdrant leads in AI visibility (54 vs 33)
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
C54
Category Rank
#2 of 2
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
49
Perplexity
63
Gemini
46

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.

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Ankr logo

Ankr

EmergingWeb3

Multi-Chain RPC Infrastructure

Decentralized Web3 infrastructure with RPC node access across 30+ blockchains; globally distributed nodes reduce latency; premium dedicated nodes for apps needing guaranteed throughput.

AI VisibilityBeta
Overall Score
D33
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
40
Perplexity
40
Gemini
29

About

Ankr is a Web3 infrastructure platform offering remote procedure call node access to more than 30 blockchain networks through a globally distributed network of nodes run by independent operators. Unlike centralized providers that operate their own data centers exclusively, Ankr's decentralized architecture routes requests across geographically distributed nodes, improving latency for users in regions underserved by US- or EU-centric infrastructure. Its public free-tier RPC endpoints — available for Ethereum, BNB Chain, Polygon, Avalanche, Fantom, and dozens of others — have made Ankr one of the most widely used infrastructure providers in the multi-chain developer ecosystem.

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AI Visibility Head-to-Head

54
Overall Score
33
#2
Category Rank
#1
59
AI Consensus
56
up
Trend
up
49
ChatGPT
40
63
Perplexity
40
46
Gemini
29
55
Claude
25
49
Grok
40

Capabilities & Ecosystem

Capabilities

Only Qdrant
Vector Databases & AI Search
Only Ankr
Multi-Chain RPC Infrastructure

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