PayloopPayloop
CommunityVoicesToolsDiscoverLeaderboardReportsBlog
Save Up to 65% on AI
Powered by Payloop — LLM Cost Intelligence
Tools/Zilliz vs Qdrant
Zilliz

Zilliz

vector-db
vs
Qdrant

Qdrant

vector-db

Zilliz vs Qdrant — Comparison

Overview
What each tool does and who it's for

Zilliz

Zilliz vector database management system - fully managed Milvus - supports billion-scale vector search and is trusted by over 10000 enterprise users.

I don't have enough substantive content to provide a meaningful summary of user opinions about Zilliz. The social mentions you've provided only show YouTube channel references without any actual review content, user feedback, or detailed discussions about the platform's strengths, weaknesses, or pricing. To give you an accurate assessment of user sentiment, I would need access to actual user reviews, comments, or more detailed social media discussions that contain specific opinions and experiences with Zilliz's services.

Qdrant

Qdrant is an Open-Source Vector Search Engine written in Rust. It provides fast and scalable vector similarity search service with convenient API.

Based on the limited social mentions provided, there isn't enough substantive user feedback to comprehensively summarize what users think about Qdrant. The social mentions consist mainly of YouTube video titles without actual user reviews or detailed discussions. The one HackerNews mention appears to be about a different AI agent runtime tool rather than Qdrant itself. To provide an accurate summary of user sentiment about Qdrant, more detailed reviews, forum discussions, or social media posts with actual user experiences would be needed.

Key Metrics
—
Avg Rating
—
0
Mentions (30d)
0
7,972
GitHub Stars
29,940
573
GitHub Forks
2,150
—
npm Downloads/wk
423,508
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Zilliz

0% positive100% neutral0% negative

Qdrant

0% positive100% neutral0% negative
Pricing

Zilliz

subscription + freemium + tieredFree tier

Pricing found: $0, $0 /month, $99 /gb, $155 /month, $65

Qdrant

tieredFree tier

Pricing found: $50

Use Cases
When to use each tool

Zilliz (2)

Molecular Similarity SearchMultimodal Similarity Search

Qdrant (2)

Build AI Search the Way You WantSemantic Search
Features

Only in Zilliz (10)

Why MilvusWhy Zilliz CloudBuild with confidence and supercharge your AI applications.Easy to UseOptimized MilvusBlazing FastHighly ScalableHigh AvailabilitySecurity GovernanceBuilt-in Embedding Pipelines

Only in Qdrant (10)

Expansive Metadata FiltersNative Hybrid Search (Dense + Sparse)Built-in MultivectorEfficient, One-Stage FilteringFull-Spectrum RerankingQdrant CloudQdrant Hybrid CloudQdrant Private CloudQdrant Edge (Beta)Highest‑Performance Vector Search Engine
Developer Ecosystem
65
GitHub Repos
129
915
GitHub Followers
1,590
20
npm Packages
20
—
HuggingFace Models
40
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Zilliz

No data yet

Qdrant

token usage (1)cost tracking (1)
Product Screenshots

Zilliz

Zilliz screenshot 1

Qdrant

Qdrant screenshot 1Qdrant screenshot 2Qdrant screenshot 3
Company Intel
information technology & services
Industry
information technology & services
110
Employees
95
$513.0M
Funding
$88.7M
Other
Stage
Series B
Supported Languages & Categories

Zilliz

Zilliz CloudFully managed MilvusVector DatabaseRAGLarge language models

Qdrant

AI/MLDevOpsSecurityDeveloper Tools
View Zilliz Profile View Qdrant Profile