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Tools/Qdrant vs SingleStore
Qdrant

Qdrant

vector-db
vs
SingleStore

SingleStore

vector-db

Qdrant vs SingleStore — Comparison

Overview
What each tool does and who it's for

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.

SingleStore

SingleStore delivers the performance you need for enterprise AI. We combine transactional (OLTP) and analytical (OLAP) processing, multi-model data su

What does real time mean to you? Is it the driver information you get within seconds of a ride-share app request? Is it the immediate alert that your bank has detected fraudulent activity? Or is it the personalized recommendations you get on your favorite streaming services as soon as you’ve finished watching another show? SingleStore (formerly MemSQL) was founded to help organizations and enterprises do the previously unthinkable: Unify transactional (OLTP) and analytical (OLAP) processing in a single, powerful data engine that delivers the ability to transact, analyze, reason and contextualize data in real time — while powering the applications and analytics users expect to keep their worlds moving. The formula for a real-time system is simple: It’s fast, unified, scalable and resilient—empowering companies to make quick decisions on data. Today, SingleStore brings you the world’s fastest distributed SQL database for real-time applications and analytics, SingleStoreDB. By combining transactional and analytical workloads within a multi-model structure, SingleStoreDB eliminates performance bottlenecks and unnecessary data movement; we provide a foundation to build generative AI applications; we provide unbeatable vector functionalities.  We’re the crossroads where highly performant meets highly powerful. SingleStoreDB is designed for the world’s makers—SaaS builders, data leaders and architects, digital giants and global innovators—that create with data every day. Globally respected brands like Nvidia, Goldman Sachs, LG, Adobe, Siemens, Hulu, Cigna, STC, Dell, GE, Kroger, Sony, Comcast, Samsung, 6sense, Cisco, IMAX, Dentsu, SiriusXM and hundreds more choose SingleStore to build and deliver the experiences that last a lifetime. All data. All in real time. All right now. What Is a Real-Time Analytics Database? SingleStoreDB on Google Cloud: The Backbone of Your Data Infrastructure Journey From the Oracle Database to SingleStore: A Database Odyssey Webinar Recap: Supercharging SaaS Applications With Foodics [r]evolution Summer 2022: Distributed SQL “Workspaces” Power Modern Applications What You Need to Know About Using Generative AI With Your Data

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

Qdrant

0% positive100% neutral0% negative

SingleStore

0% positive100% neutral0% negative
Pricing

Qdrant

tieredFree tier

Pricing found: $50

SingleStore

usage-based + subscription + freemium + tieredFree tier

Pricing found: $0.99/hr, $600, $1.49/hr, $0.99/hr, $0.00

Use Cases
When to use each tool

Qdrant (2)

Build AI Search the Way You WantSemantic Search
Features

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

Only in SingleStore (10)

Low latency, high concurrencyFast ingestionHorizontal scalabilityClustersSecurityComplianceAvailabilityObservability + ManageabilityExplore more resourcesProduct
Developer Ecosystem
129
GitHub Repos
—
1,590
GitHub Followers
—
20
npm Packages
—
40
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Qdrant

cost tracking (1)

SingleStore

No data yet

Product Screenshots

Qdrant

Qdrant screenshot 1Qdrant screenshot 2Qdrant screenshot 3

SingleStore

SingleStore screenshot 1SingleStore screenshot 2SingleStore screenshot 3SingleStore screenshot 4
Company Intel
information technology & services
Industry
information technology & services
95
Employees
450
$88.7M
Funding
$1.2B
Series B
Stage
Merger / Acquisition
Supported Languages & Categories

Qdrant

AI/MLDevOpsSecurityDeveloper Tools

SingleStore

SingleStorereal-time analyticsreal-time analytics databasereal-time AIAI database
View Qdrant Profile View SingleStore Profile