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Milvus VS Folderly

Compare Milvus VS Folderly and see what are their differences

Milvus

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

Rating
0 reviews
Pricing
Open source Free
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Alternatives Is it good?
Folderly

Folderly is an all-in-one email deliverability platform to supercharge your email performance. Locate, solve, prevent email deliverability pitfalls, and ensure that your emails reach the Inbox folder.

Rating
5.0 · 9 reviews
Pricing
Open source Paid Free trial $120 / Monthly (Folderly Premium)
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Alternatives Is it good?
InboxAlly
Better inbox results, on the ESP you already use. InboxAlly is the email deliverability tool trusted by 20,000+ brands to get out of spam, stay in the inbox as they scale, and see where they land at Gmail, Yahoo and Outlook. sponsored
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.

Which is more popular?

Based on our record, Folderly should be more popular than Milvus. It has been mentioned 60 times since March 2021.

social mentions
40 vs 60
Vector Databases popularity
100% vs 0%
alternatives listed
145 vs 224

Base details

Website, pricing, platforms and company facts side by side.

Milvus
Folderly
Website github.com folderly.com
Pricing
Open source Free
Open source Paid Free trial $120 / Monthly (Folderly Premium) Official pricing
Platforms —
Google Workspace Office 365 Outlook Yahoo Zoho AWS Sendgrid SendinBlue Mailgun Sendpulse Intercom Klaviyo Sparkpost SMTP API Marketo Elastic Email Rackspace Technology +15
Company 2019 —
Listed in
Vector Databases Retrieval Augmented Generation Search Engine Databases Custom Search Engine Utilities +3
Email Deliverability Email Marketing Platforms Email Marketing SaaS Email Productivity Email Security +3

About Milvus and Folderly

In their own words, as submitted to SaaSHub.

Milvus
Folderly

Milvus is a highly flexible, reliable, and blazing-fast cloud-native, open-source vector database. It powers embedding similarity search and AI applications and strives to make vector databases accessible to every organization. Milvus can store, index, and manage a billion+ embedding vectors...

Read more about Milvus

Folderly is more than just an email deliverability tool. Deep email deliverability fixes, technical setup, access to an up-to-date deliverability score, user-friendly template management, team accounts, and, now, spam trigger detection with best practices to follow—all of these features assist...

Read more about Folderly

Features and specs

What each product offers, as listed by its team.

Milvus 6 features
Folderly 13 features
  • High Performance
    Milvus is designed to manage and process large-scale vector data extremely fast, making it suitable for handling real-time processing of massive datasets.
  • Scalability
    Milvus supports horizontal scaling, ensuring that as the data grows, the system can scale out by adding more nodes to maintain performance.
  • Flexible Deployment
    Milvus can be deployed on-premises, on cloud services, or in hybrid environments, providing flexibility for different infrastructure needs.
  • Community and Support
    As an open-source project, Milvus has a strong community and support network, including comprehensive documentation and active community forums.
  • Rich Ecosystem
    Milvus integrates well with various machine learning and data processing tools, such as TensorFlow, PyTorch, and other AI frameworks, facilitating seamless workflows.
  • Built-in Indexing
    Milvus provides built-in indexing capabilities like IVF, HNSW, and ANNOY, which enhance the speed and efficiency of similarity searches on vector data.

Possible disadvantages

  • Steep Learning Curve
    The complexity of vector databases and the need for understanding high-dimensional indexing techniques may pose a challenging learning curve for new users.
  • Resource Intensive
    Milvus can be resource-intensive in terms of CPU and memory, especially for large-scale deployments, which may lead to higher operational costs.
  • Evolving Project
    As a relatively new project, Milvus is rapidly evolving, and users might encounter changing APIs or features that could disrupt ongoing projects.
  • Dependency Management
    Deploying Milvus with its dependencies (such as certain hardware requirements for optimal performance) can be complex, necessitating careful planning and management.
  • Limited Use Cases
    Given its specialization in vector similarity searches, Milvus might not be the best choice for applications needing comprehensive relational database capabilities.
  • Spam Fixing
  • Email Deliverability Testing
  • Email Placement Dashboard with Analytics
  • Technical Setup of Domain DNS and Authentication
  • Active Domain and IP Monitoring 
  • Content Analysis and Recommendations
  • Email Templates Management
  • Spam Triggers
  • Best Practices
  • Dynamic Seed Rotation
  • Custom API Integration
  • Dedicated Customer Success Manager
  • Onboarding Support

Analysis

An editorial look at what each product does well and who it suits.

Milvus
Folderly

Overall verdict

  • Milvus is generally regarded as a good option, especially for businesses and developers working in the field of AI and data science. Its open-source nature allows for flexibility and community support, and it is backed by a solid architecture designed for scalability and efficiency.

Why this product is good

  • Milvus is considered a strong choice for handling large-scale vector data due to its high-performance capabilities and ability to manage similarity search effectively. It is particularly well-suited for applications involving AI, machine learning, and deep learning where vector operations are common.

Recommended for

    Milvus is ideal for data scientists, AI researchers, and engineers who require efficient and scalable vector search solutions. It is also recommended for companies and projects dealing with recommendation systems, image and video search, natural language processing, and more.

Overall verdict

  • Overall, Folderly is a beneficial tool for businesses that rely heavily on email marketing and need to ensure their communications reach their audience's inbox. Its specialized focus on improving email deliverability and providing actionable insights makes it a valuable asset for enhancing email campaign performance.

Why this product is good

  • Folderly is often regarded as a good tool because it provides efficient email deliverability solutions. It helps businesses improve their email performance by reducing emails going to spam and enhancing inbox placement. This is achieved through features like email warm-up, domain and IP reputation management, and detailed deliverability analytics. Its user-friendly interface and comprehensive reporting tools make it accessible for businesses looking to maximize the efficiency of their email campaigns.

Recommended for

    Folderly is recommended for marketers, email campaign managers, and businesses that heavily depend on email as a primary communication tool, especially those who experience issues with emails being marked as spam. It is also suitable for businesses looking to optimize their outreach efforts and improve overall email deliverability rates.

Videos

Walkthroughs and reviews on video.

Milvus 2 videos + Add
Folderly 5 videos + Add

End to End Tutorial on Milvus Lite

More videos

  • - An Introduction To the Milvus Open Source Vector Database

Supercharge Your Email Deliverability With Folderly

More videos

  • - From 15 to 98% Email Deliverability Rate for Slash | Folderly
  • - New Clients for BeforeHello after Working with Folderly
  • - Delivering Messages to the Inbox for the Kannaco Company | Folderly
  • - Getting stories delivered to the Inbox for PR & Communications company | Folderly

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Milvus
Folderly
100% 100%
Vector Databases
0% 0%
0% 0%
Email Marketing
100% 100%
100% 100%
Search Engine
0% 0%
0% 0%
Email
100% 100%

User comments

Share your experience with using Milvus and Folderly. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Milvus no reviews yet
Folderly 5.0 · 9 reviews

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

  • Top 14 Email Warm-Up Tools for B2B SaaS
    www.mailwarm.com · Dec 2025

    Folderly: Full deliverability service offering warm-up, remediation, audits, configuration help, and a managed roadmap for recovery from spam placement.

  • Folderly guarantees that our emails are delivered to the inbox
    SaaSHub review
    · Sep 2023

    Our field of work requires extensive communication via email; therefore, we needed a solution that would monitor our email deliverability rate and help us eliminate any possible issues causing our emails to land in...

  • Folderly saves our emails from spam
    SaaSHub review
    · Aug 2023

    With Folderly, we have a clear picture of the situation with our mailboxes, understand what exactly caused our emails to go to spam, and see our campaigns' performance getting better. The team is always ready to give...

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Milvus 40 mentions
Folderly 60 mentions

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  • Breaking Into Legal Tech
    Make • Build and automate workflows InvoiceBerry • Online invoicing for small businesses Gusto • Payroll, benefits and HR management Hive • Manage tasks, workflows and team’s work Lanva • Social video editing app. ClickUp • Manage... Source: almost 4 years ago
  • Why do businesses always have such long voice mail greetings?
    BTW, the same thing I noticed with emails. I recently started to work with them, and differentiating emails and sending them to the right group of people brings a more positive outcome. We recently checked it on https://folderly.com/.... Source: about 4 years ago
  • Is there somewhere an email client for mac that is not gmail, implements labels and supports IMAP?
    Finally, I would suggest you also use https://folderly.com/ in addition to those two email clients. I would help you avoid making your emails spammy and maintain a high email deliverability score. It’s essential if you’re using email for... Source: about 4 years ago

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Alternatives to Milvus and Folderly

When comparing Milvus and Folderly, you can also consider the following products.

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