Software Alternatives, Accelerators & Startups

Milvus VS Thunkable

Compare Milvus VS Thunkable and see what are their differences

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Milvus logo Milvus

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

Thunkable logo Thunkable

Powerful but easy to use, drag-and-drop mobile app builder.
  • Milvus Landing page
    Landing page //
    2022-12-01

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 generated by deep neural networks and other machine learning (ML) models. This level of scale is vital to handling the volumes of unstructured data generated to help organizations to analyze and act on it to provide better service, reduce fraud, avoid downtime, and make decisions faster.

Milvus is a graduated-stage project of the LF AI & Data Foundation.

  • Thunkable Landing page
    Landing page //
    2023-10-23

Milvus features and specs

  • 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 of Milvus

  • 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.

Thunkable features and specs

  • User-Friendly Interface
    Thunkable offers a drag-and-drop interface which makes it easy for beginners to create mobile apps without needing to write code.
  • Cross-Platform Development
    It allows you to build apps that work on both iOS and Android platforms from a single codebase, saving time and effort.
  • Community and Support
    Thunkable has an active community and extensive documentation, which can be very helpful for troubleshooting and learning new features.
  • Real-time Testing
    You can test your app in real-time using the Thunkable Live app, which speeds up the development process.
  • Integrations
    Thunkable offers various pre-built integrations such as Google Sheets, Firebase, and REST APIs, making it easier to add functionality to your app.

Possible disadvantages of Thunkable

  • Limited Customization
    While the drag-and-drop interface is user-friendly, it can also be limiting for advanced users who need more control and customization.
  • Performance Issues
    Apps built with Thunkable may not perform as well as those built with native development tools, particularly for resource-intensive applications.
  • Pricing
    While Thunkable offers a free tier, many advanced features and higher usage limits are locked behind a subscription paywall.
  • Learning Curve for Complex Apps
    Although itโ€™s beginner-friendly, creating complex apps can still require a steep learning curve, especially if you donโ€™t have a background in app development.
  • Dependence on Platform Limitations
    As a cross-platform tool, it may not always support the latest features specific to iOS or Android as quickly as native solutions.

Analysis of Milvus

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.

Analysis of Thunkable

Overall verdict

  • Thunkable is a good choice for individuals or small teams looking to develop apps quickly and without needing to learn complex programming languages. Its simplicity and cross-platform capabilities make it a preferred option for novice developers or educators teaching app development.

Why this product is good

  • Thunkable is a platform that allows users to create mobile applications without extensive coding knowledge. It features a drag-and-drop interface, making it accessible to beginners and those without a technical background. The platform supports both Android and iOS app development from a single project, which saves time and effort. Additionally, Thunkable provides various pre-built components and a community forum for support.

Recommended for

    Beginners in app development, educators introducing app creation, small startups looking for rapid prototyping, and non-technical entrepreneurs interested in building mobile applications.

Milvus videos

End to End Tutorial on Milvus Lite

More videos:

  • Demo - An Introduction To the Milvus Open Source Vector Database

Thunkable videos

What is Thunkable X?

More videos:

  • Review - Thunkable vs Kodular: Create Android and iOS Apps without Coding
  • Review - ProductHunt Review E8 (Reactful, Thunkable, Tster) by Cleveroad Inc

Category Popularity

0-100% (relative to Milvus and Thunkable)
Search Engine
100 100%
0% 0
Mobile App Builder
0 0%
100% 100
Vector Databases
100 100%
0% 0
Application Builder
0 0%
100% 100

User comments

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Reviews

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

Milvus Reviews

We have no reviews of Milvus yet.
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Thunkable Reviews

Top 10 Android Studio Alternatives For App Development
Thunkable is a mobile application development platform that allows users to create apps on Android or iOS without having any coding skills. It consists of a drag-and-drop interface which makes it easier to use by anyone.
Top 5 App Builder To Build Your Own App Without Coding
In the Free Version of Thunkable, You can make a maximum of 10 posts with 200 MB of storage, Don't create a Good Project in the free version because Your project is available in public So that anyone can use it. If you want to create an app to publish your app on the play store, So please buy PRO subscriptions in Thunkable or Move to another app builder. Only you can...
33+ Best No Code Tools you will love ๐Ÿ˜
With testing out Thunkable with a friend, it's a bit of s learning curve at first, but once you get used to the platform, there's a lot of potential to build awesome projects. What I do like that they have done is includes video tutorials (which is pulled in from their YouTube page) to understand specific features/tools to help build your app. Something I think more apps...
25 No-Code Apps and Tools to help build your next Startup
Thunkable is a powerful mobile app builder that requires no coding. It emphasizes speed and aesthetics. Its best feature is its functionality for advanced features.
Source: www.ishir.com
10 Best Android Studio Alternatives For App Development
Thunkable is a powerful drag and drops app builder. And this is made by two of the very first MIT engineers on the MIT app inventor. The platform is geared for the most professional users, who may want higher quality and robust apps for their business, community or just for themselves. Thus, Thunkable has an amazingly active and engaged community. And it also offers live...
Source: techdator.net

Social recommendations and mentions

Based on our record, Milvus should be more popular than Thunkable. It has been mentiond 40 times since March 2021. 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.

Milvus mentions (40)

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Thunkable mentions (10)

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What are some alternatives?

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

Pinecone - Search through billions of items for similar matches to any object, in milliseconds. Itโ€™s the next generation of search, an API call away.

Bubble.io - Building tech is slow and expensive. Bubble is the most powerful no-code platform for creating digital products.

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/

Android Studio - Android development environment based on IntelliJ IDEA

Weaviate - Welcome to Weaviate

AppyPie AppMakr - AppMakr is a browser-based platform designed to make creating your own iPhone app quick and easy.