Software Alternatives, Accelerators & Startups

Qdrant VS SSOJet

Compare Qdrant VS SSOJet and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

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/

SSOJet logo SSOJet

Enterprise-Ready in Minutes: Seamless SSO Integration for B2B SaaS with 25+ IDPs, Unlimited Users, and Team Management
  • 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.

  • SSOJet Without SSOJet
    Without SSOJet //
    2025-05-02
  • SSOJet With SSOJet
    With SSOJet //
    2025-05-02
  • SSOJet SSO SAML SCIM
    SSO SAML SCIM //
    2025-05-02
  • SSOJet SSOJet MFA
    SSOJet MFA //
    2025-05-02
  • SSOJet B2B SaaS - Enterprise Ready (SSOJet)
    B2B SaaS - Enterprise Ready (SSOJet) //
    2025-05-02

SSOJet - Intelligent Enterprise SSO That Just Works

SSOJet empowers B2B SaaS companies to become enterprise-ready in minutes with seamless SSO integration. Our all-in-one solution delivers enterprise-grade security and modern team management without the complexity, start free with unlimited users.

Close enterprise deals faster and delight your customers with the seamless authentication experience they expect.

๐Ÿ”’ Pre-built SSO Connectors ๐Ÿš€ Modern Team Management ๐Ÿ‘ฅ Automated Directory Sync ๐Ÿ”‘ Multi-Factor Authentication ๐Ÿ“Š Comprehensive Audit Logs

Join fast-growing B2B SaaS companies using SSOJet to scale their enterprise customer base while saving months of development time.

Qdrant

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

Qdrant features and specs

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

SSOJet features and specs

  • User Management
    https://ssojet.com/team-management-for-b2b-saas/
  • B2B Single Sign-on
    https://ssojet.com/sso-for-b2b-saas/
  • Directory Sync
    https://ssojet.com/directory-sync-for-b2b-saas/
  • Multi-Factor Authentication
    https://ssojet.com/mfa-for-b2b-saas/
  • Audit Logs
    https://ssojet.com/audit-log-of-authentication-activities-for-b2b-saas/
  • M2M Authentication
    https://ssojet.com/m2m-authentication/
  • Device Fingerprinting
    https://ssojet.com/device-fingerprinting/
  • Passkeys
    https://ssojet.com/passkeys/

Analysis of Qdrant

Overall verdict

  • Qdrant is generally well-regarded for its performance and ease of use in managing vector data. Many users find it effective for building applications that require advanced search capabilities, particularly those involving machine learning models. However, its suitability can depend on specific project requirements and constraints, such as the existing tech stack and expected workloads.

Why this product is good

  • Qdrant is a vector database and similarity search engine designed for storing and querying high-dimensional data. It's especially effective for applications like neural search or recommendation systems, due to its ability to efficiently handle large-scale vector embeddings. Qdrant offers features such as real-time updates, seamless integration with existing data pipelines, and high availability, which make it an appealing choice for developers looking for a robust and scalable solution.

Recommended for

  • Developers building AI-powered applications
  • Companies needing efficient similarity search mechanisms
  • Teams implementing recommendation systems
  • Projects requiring real-time data processing
  • Applications dealing with large-scale vector data

Category Popularity

0-100% (relative to Qdrant and SSOJet)
Databases
100 100%
0% 0
SaaS Management
0 0%
100% 100
Search Engine
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions and Answers

As answered by people managing Qdrant and SSOJet.

Why should a person choose your product over its competitors?

Qdrant's answer

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

SSOJet's answer:

Simplicity and Ease of Use: SSOJet's intuitive interface and pre-built integrations make it a breeze for non-technical teams to set up and manage SSO without extensive development resources. This starkly contrasts with competitors like Auth0, often perceived as having a steeper learning curve. By prioritizing user-friendliness, SSOJet accelerates the time-to-value for businesses looking to quickly implement SSO.

B2B SaaS Focus: SSOJet is tailored for the unique needs of B2B SaaS companies and tech startups. This specialization means they offer features and integrations that cater specifically to this niche, such as streamlined customer onboarding and authentication. This focus differentiates SSOJet from more generalist providers, making it an attractive option for businesses looking to optimize their customer experience.

Pricing: SSOJet stands out with a more affordable entry point than competitors like WorkOS or Auth0. This makes their platform accessible to smaller businesses and startups with limited budgets. Additionally, their transparent pricing model, which clearly outlines features and costs, contrasts with the lack of transparency found on some competitors' websites.

What makes your product unique?

Qdrant's answer

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

SSOJet's answer:

B2B SaaS Specialization: SSOJet truly tailored for B2B SaaS, all the features and integrations specific for high growth b2b companies that others don't prioritize. Ease of Use: A focus on simplicity and user-friendliness. Pricing Model: SSOJet has affordable entry point or a flexible pricing model, great for startups and smaller businesses and as they scale their customer base.

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.

SSOJet's answer:

Authentication Protocols: SAML (Security Assertion Markup Language): Widely used standard for enterprise SSO. OpenID Connect (OIDC): Modern, flexible protocol gaining popularity for web and mobile apps. OAuth 2.0: Authorization framework that works alongside OIDC.

Security: Encryption: TLS/SSL for secure communication and data protection. Hashing Algorithms: For secure storage of sensitive information (e.g., bcrypt or Argon2).

Cloud Infrastructure: AWS, Azure, or GCP: hosted on major cloud providers for scalability and reliability.

Deployment & Orchestration: Docker: For containerization of services. Kubernetes: For managing and scaling containerized applications.

How would you describe your primary audience?

SSOJet's answer:

B2B SaaS Companies: Organizations that provide software as a service to other businesses. These companies are often rapidly growing and prioritize a seamless user experience for their customers.

What's the story behind your product?

SSOJet's answer:

The founders of SSOJet recognized that legacy Single Sign-On solutions were struggling to keep pace with the rapid innovation and complex applications pioneered by technology startups. They saw B2B SaaS companies losing out on valuable enterprise customers simply because their SSO integration process was too cumbersome or didn't meet the demands of faster go-to-market strategies.

SSOJet set out to be the solution for modern SaaS businesses. Their platform was designed to be:

Developer-first: Easy to integrate and implement, even for teams with limited resources. SSO Standards-Based: Compatible with the latest authentication protocols, ensuring smooth integration with various IdPs and applications. Scalable: Capable of growing alongside the SaaS company, accommodating increasing numbers of users and complex requirements. Secure: Prioritizing robust security measures to protect sensitive data and ensure compliance. User-Friendly: Focusing on a seamless login experience for both employees and customers.

SSOJet's "North Star" is to remove chance from the equation for SaaS founders, empowering them to win or lose based on the merits of their product, not technical hurdles. By simplifying SSO and user management, they aim to help more SaaS companies achieve their full potential.

Who are some of the biggest customers of your product?

SSOJet's answer:

Here you can learn more about their company and customers: https://ssojet.com/company/

User comments

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

Social recommendations and mentions

SSOJet might be a bit more popular than Qdrant. We know about 63 links to it since March 2021 and only 60 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.

Qdrant mentions (60)

View more

SSOJet mentions (63)

  • How Does SAML SSO work: Step-By-Step Guide
    If managing multiple logins is slowing down your team and complicating your security, it might be time to switch to a smarter solution. SSOJet is a modern, SaaS-based identity platform that makes it easy to implement SAML SSO and other secure authentication methods โ€” without the technical headaches. - Source: dev.to / 4 months ago
  • Java Development Updates: Key Features, Vulnerabilities & News
    For enterprises looking to enhance security and manage user authentication effectively, SSOJet offers robust solutions such as Single Sign-On (SSO) and Multi-Factor Authentication (MFA). Explore our API-first platform featuring directory sync, SAML, OIDC, and magic link authentication at ssojet.com. - Source: dev.to / 5 months ago
  • Google Cloud Expands AI/ML Innovations and Partnerships in 2025
    Organizations seeking to implement secure SSO and user management solutions can explore SSOJet's API-first platform, featuring directory sync, SAML, OIDC, and magic link authentication. For more information, visit ssojet.com to discover how we can support your enterprise's authentication needs. - Source: dev.to / 5 months ago
  • Top 10 Programming Trends and Languages to Watch in 2025
    Explore our services at SSOJet or contact us to learn more about how we can support your enterprise authentication needs. - Source: dev.to / 5 months ago
  • Anthropic's Claude Now Features Web Search Capabilities via API
    For more information on how SSOJet can help you implement secure SSO and user management for enterprise clients, visit SSOJet. - Source: dev.to / 5 months ago
View more

What are some alternatives?

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

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

Google Cloud Machine Learning - Google Cloud Machine Learning is a service that enables user to easily build machine learning models, that work on any type of data, of any size.

Vespa.ai - Store, search, rank and organize big data

GitHub Copilot - Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

Weaviate - Welcome to Weaviate

Auth0 - Auth0 is a program for people to get authentication and authorization services for their own business use.