Software Alternatives, Accelerators & Startups

Vultr VS Qdrant

Compare Vultr VS Qdrant and see what are their differences

Vultr logo Vultr

VULTR Global Cloud Hosting - Brilliantly Fast SSD VPS Cloud Servers. 100% KVM Virtualization

Qdrant logo Qdrant

Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
  • Vultr Landing page
    Landing page //
    2022-10-07
  • Qdrant Landing page
    Landing page //
    2023-12-20

Qdrant is a leading open-source high-performance Vector Database written in Rust with extended metadata filtering support and advanced features. It deploys as an API service providing a search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications. Powering vector similarity search solutions of any scale due to a flexible architecture and low-level optimization. Qdrant is trusted and high-rated by Machine Learning and Data Science teams of top-tier companies worldwide.

Qdrant

$ Details
freemium
Platforms
Linux Windows Kubernetes Docker
Release Date
2021 May

Vultr features and specs

No features have been listed yet.

Qdrant features and specs

  • Advanced Filtering: Yes
  • On-disc Storage: Yes
  • Scalar Quantization: Yes
  • Product Quantization: Yes
  • Binary Quantization: Yes
  • Sparse Vectors: Yes
  • Hybrid Search: Yes
  • Discovery API: Yes
  • Recommendation API: Yes

Vultr videos

Vultr Cloud Server Review

More videos:

  • Review - SITEGROUND VS VULTR REVIEW 🤑 HONEST 💯 PROMO CODES
  • Review - Digital Ocean VS Vultr VS Linode for Don't Starve Together Dedicated Servers

Qdrant videos

No Qdrant videos yet. You could help us improve this page by suggesting one.

+ Add video

Category Popularity

0-100% (relative to Vultr and Qdrant)
Cloud Computing
100 100%
0% 0
Search Engine
0 0%
100% 100
Cloud Infrastructure
100 100%
0% 0
Databases
0 0%
100% 100

Questions and Answers

As answered by people managing Vultr and Qdrant.

Why should a person choose your product over its competitors?

Qdrant's answer:

Advanced Features, Performance, Scalability, Developer Experience, and Resources Saving.

What makes your product unique?

Qdrant's answer:

Highest performance https://qdrant.tech/benchmarks/, scalability and ease of use.

Which are the primary technologies used for building your product?

Qdrant's answer:

Qdrant is written completely in Rust. SDKs available for all popular languages Python, Go, Rust, Java, .NET, etc.

User comments

Share your experience with using Vultr and Qdrant. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Vultr and Qdrant

Vultr Reviews

Best Linux VPS [Top 10 Linux VPS Provider 2024]
Like DigitalOcean, Vultr can be hard to navigate through. They offer many different VPS services that can confuse you if you need a standard Linux VPS. Their prices vary from plan to plan, but they can get as high as $14.000 a month, depending on your needs. Vultr also has a strict policy about not offering a refund guarantee. If you are looking for a basic Linux VPS, Vultr...
Source: cloudzy.com
Top 50 Cheapest Cloud Services Providers | Affordable Cloud Hosting
Vultr is a low-cost cloud hosting service that offers monthly plans starting at $2.50. Vultr’s plans are very similar to DigitalOcean’s; in fact, Vultr’s cloud plans are more affordable. The most basic plan costs $2.50 per month and includes 20GB SSD storage, 512 RAM, 1 CPU core, and 500GB bandwidth. The next package costs $5 and includes a 25GB SSD, 1 CPU, 1024 RAM, and...
13 Best Windows VPS and Cloud Hosting Platform
Vultr servers are built on Intel core CPU and got multiple locations worldwide. There is no long-term contract.
Source: geekflare.com
Best Vultr Alternatives and Competitor Cloud Services of 2022
Scaleway is another well reputed Vultr competitor that offers cloud based solutions such as virtual instances, GPU instances, Bare metal cloud servers, Kubernetes Kapsule, and various block storage services. Similar to Vultr pricing, they also have cheaper prices as well as the best money value packages. Some large enterprises like Adobe, Dailymotion, Safran, Seloger, and...
Top 10+ Alternatives to DigitalOcean
Vultr is another DigitalOcean alternative that provides its cloud computing services with high-performance cloud servers. Vultr provides cloud computing services with its powerful control panel and APIs.

Qdrant Reviews

We have no reviews of Qdrant yet.
Be the first one to post

Social recommendations and mentions

Vultr might be a bit more popular than Qdrant. We know about 58 links to it since March 2021 and only 40 links to Qdrant. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Vultr mentions (58)

  • Switching from Squarespace to WooCommerce. Not a dev.
    Vultr.com pick the $5 monthly plan and enable backup. Source: 6 months ago
  • Recommendation request - no transfer limit and allows custom images, <=$10/mo
    Most reputable places out there will allow everything above (and match your budget), such as Linode, or Vultr (there are others). Source: 8 months ago
  • Lamp Stack website
    I recommend Hetzner or Vultr as a VPS provider as they're cheap and I/my friends have had good experiences with them. Source: 10 months ago
  • VPS servers
    Am I allowed to use VPS servers from vultr to use honeygain. Source: about 1 year ago
  • Unlimited bandwidth vps cloud service in India?
    Linode (Mumbai) and DigitalOcean (Bangalore) each have a single DC in India, and Vultr has 3 (Mumbai, Bangalore, Delhi). Source: about 1 year ago
View more

Qdrant mentions (40)

  • WizSearch: 🏆 Winning My First AI Hackathon 🚀
    Vector Databases: Qdrant for efficient data storage and retrieval. - Source: dev.to / 3 days ago
  • How to Build a Chat App with Your Postgres Data using Agent Cloud
    AgentCloud uses Qdrant as the vector store to efficiently store and manage large sets of vector embeddings. For a given user query the RAG application fetches relevant documents from vector store by analyzing how similar their vector representation is compared to the query vector. - Source: dev.to / about 1 month ago
  • Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain
    Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker. - Source: dev.to / about 1 month ago
  • Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant
    I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours. - Source: dev.to / about 2 months ago
  • Ask HN: Has Anyone Trained a personal LLM using their personal notes?
    I'm currently looking to implement locally, using QDrant [1] for instance. I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2]. [1]. https://qdrant.tech/. - Source: Hacker News / 2 months ago
View more

What are some alternatives?

When comparing Vultr and Qdrant, you can also consider the following products

DigitalOcean - Simplifying cloud hosting. Deploy an SSD cloud server in 55 seconds.

Milvus - Vector database built for scalable similarity search Open-source, highly scalable, and blazing fast.

Linode - We make it simple to develop, deploy, and scale cloud infrastructure at the best price-to-performance ratio in the market.Sign up to Linode through SaaSHub and get a $100 in credit!

Weaviate - Welcome to Weaviate

Amazon AWS - Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

pgvecto.rs - Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database. - tensorchord/pgvecto.rs