Software Alternatives, Accelerators & Startups
Register | Login

Numba VS Makerkit.dev

Compare Numba VS Makerkit.dev and see what are their differences

CloudCLI
Shared cloud environments for AI coding agents. Run Claude Code, Cursor CLI, Codex, and Gemini CLI from any device, API, or automation tool. featured
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.
Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Numba logo Numba

Numba gives you the power to speed up your applications with high performance functions written...

Makerkit.dev logo Makerkit.dev

MakerKit is a SaaS Starter Kit for Next.js, Remix, Firebase and Supabase. Build unlimited SaaS products in record time with the best SaaS Boilerplate.
  • Numba Landing page
    Landing page //
    2019-09-05
  • Makerkit.dev Dashboard
    Dashboard //
    2024-12-07
  • Makerkit.dev Choose Plan
    Choose Plan //
    2024-12-07
  • Makerkit.dev Landing Page
    Landing Page //
    2024-12-07
  • Makerkit.dev Pricing
    Pricing //
    2024-12-07

Makerkit is a production-ready SaaS starter kit built with Next.js App Router and Supabase that helps developers launch faster.

It provides a robust foundation with built-in authentication, team management, billing integration, and Super Admin - all powered by a modular architecture that makes customization and maintenance a breeze.

Whether you're building a B2B or B2C application, Makerkit handles the complex infrastructure so you can focus on building your product's unique features using modern tools like TypeScript, React, and Tailwind CSS.

Numba

Website
numba.pydata.org
Pricing URL
-
$ Details
Edit details

Makerkit.dev

Website
makerkit.dev
Pricing URL
Official Makerkit.dev Pricing
$ Details
$299.0 / One-off
Startup details
Country
Singapore
Founder(s)
Giancarlo Buomprisco
Employees
1 - 9
Edit details

Numba features and specs

  • Performance
    Numba can significantly increase the speed of execution for numerically intensive Python code by compiling Python functions to optimized machine code using LLVM.
  • Ease of Use
    Numba is user-friendly and requires minimal code changes. Often, just applying a decorator to functions is enough to gain performance benefits.
  • Integration with NumPy
    Numba works well with NumPy, allowing users to compile functions that utilize NumPy arrays efficiently.
  • JIT Compilation
    It supports Just-In-Time (JIT) compilation, enabling functions to be compiled at runtime, which allows for optimizations based on actual usage.
  • GPGPU Acceleration
    Numba offers support for GPU acceleration, which can further enhance performance by offloading tasks to NVIDIA GPUs using CUDA.

Possible disadvantages of Numba

  • Limited Python Feature Support
    Numba does not support all Python features and standard library modules, which can limit its applicability for certain functions or applications.
  • Compilation Overhead
    The initial compilation of functions can add overhead, which might negate performance gains for small or simple tasks.
  • Debugging Difficulty
    Debugging Numba-compiled code can be challenging due to the compiled nature of the code, which may obscure typical Python error messages.
  • Complex Code Compatibility
    More complex Python constructs, such as classes and closures, are not fully supported, requiring workarounds or alternative solutions.
  • Dependency on LLVM
    Numba heavily relies on the LLVM library for compilation, which can complicate installation and increase dependency size.

Makerkit.dev features and specs

  • Marketing Pages
    Landing page, pricing, FAQ, and other marketing pages included
  • Blog and Documentation
    Full-featured blog/documentation system with CMS integration
  • Authentication
    Complete auth system with email, OAuth, and MFA support
  • Billing
    Integrated payment system with Stripe and Lemon Squeezy support
  • Super Admin
    Admin dashboard to manage users, subscriptions and content
  • Translations (i18n)
    Multi-language support
  • Organizations/Teams
    Team management with roles and permissions system
  • Plugins
    Non-core functionality included as plugins: Testimonials, Roadmap, AI Chatbot, Waitlist

Analysis of Numba

Overall verdict

  • Numba is considered good, especially if your work involves numerical computations that can take advantage of its just-in-time compilation. Its ability to speed up Python code while allowing you to remain within the Python ecosystem makes it a valuable tool for performance optimization in computationally demanding applications.

Why this product is good

  • Numba is a just-in-time compiler for Python that is particularly effective for numerical and scientific computing. It translates Python functions to optimized machine code at runtime using the LLVM compiler infrastructure. This can significantly accelerate execution speed, especially for operations that involve loops and computationally intensive tasks. It's an attractive option for developers looking for performance optimization without having to write C or C++ code. Numba is also easy to integrate with other popular scientific computing libraries such as NumPy.

Recommended for

  • Data scientists and engineers working with large datasets.
  • Developers involved in scientific computing and numerical analysis.
  • Researchers needing to optimize algorithms for speed without leaving Python.
  • Educational purposes for those learning about compiling and performance acceleration.

Analysis of Makerkit.dev

Overall verdict

  • Makerkit.dev is a solid, well-built SaaS starter kit that helps developers skip weeks of boilerplate setup by providing production-ready authentication, billing, and multi-tenancy features out of the box.

Why this product is good

  • Provides pre-built, production-ready SaaS boilerplate covering authentication, subscriptions, and team/organization management
  • Supports popular modern stacks like Next.js, Remix, Supabase, and Firebase
  • Saves significant development time by eliminating repetitive setup and configuration work
  • Comes with documentation, active maintenance, and community support
  • Includes billing integration with providers like Stripe and Lemon Squeezy
  • Built with TypeScript and modern best practices for maintainable, scalable code

Recommended for

  • Solo developers and indie hackers looking to launch a SaaS product quickly
  • Startups wanting to validate ideas without building infrastructure from scratch
  • Development teams needing a reliable, well-structured foundation for multi-tenant apps
  • Developers already familiar with Next.js, Remix, Supabase, or Firebase
  • Anyone wanting to avoid reinventing authentication and billing systems

Numba videos

+ Add

The Criminal History of RondoNumbaNine

More videos:

  • Review - lucky numba review
  • Review - RondoNumbaNine - Free RondoNumbaNine "Clint Masseyโ€ (Official Interview - WSHH Exclusive)

Makerkit.dev videos

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

Add video

Category Popularity

0-100% (relative to Numba and Makerkit.dev)

Numba

Makerkit.dev

Website Builder
100 100%
Website Builder
0% 0
Developer Tools
0 0%
Developer Tools
100% 100
Website Design
100 100%
Website Design
0% 0
Boilerplate
0 0%
Boilerplate
100% 100

Questions & Answers

As answered by people managing Numba and Makerkit.dev.

How would you describe the primary audience of your product?

Makerkit.dev's answer:

Indie Hackers and Companies who want to launch quickly, without compromising on quality.

Which are the primary technologies used for building your product?

Makerkit.dev's answer:

Makerkit uses Next.js 15 (App Router), Supabase, React.js, Typescript and Stripe.

What makes your product unique?

Makerkit.dev's answer:

Makerkit stands out by offering a truly modular architecture built with Turborepo, where core features like auth, billing, and notifications live in their own packages for better maintainability.

While most starters lock you into specific patterns or providers, Makerkit gives you flexibility with a multi-account system supporting both B2B and B2C scenarios, provider-agnostic billing, and edge-ready deployment options.

Beyond the basics, it includes production-ready features like multi-factor auth, real-time notifications, and team permissions - all built with Supabase, TypeScript, React Query, and modern tooling to make development a genuine pleasure.

Why should a person choose your product over its competitors?

Makerkit.dev's answer:

While other starters give you basic auth and a dashboard, Makerkit provides a genuinely modular foundation with the real features SaaS products need - like multi-factor auth, team permissions, real-time notifications, and provider-agnostic billing, all organized in clean, maintainable packages using Turborepo.

You get a first-class developer experience with TypeScript, React Query, and modern tooling, plus the flexibility to support both B2B and B2C scenarios, different payment providers, and edge deployment options.

Best of all, Makerkit is actively maintained with regular updates and responsive support, so you're building on a foundation that grows with your needs rather than painting yourself into a corner.

User comments

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

Social recommendations and mentions

Based on our record, Numba seems to be a lot more popular than Makerkit.dev. While we know about 94 links to Numba, we've tracked only 2 mentions of Makerkit.dev. 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.

Numba mentions (94)

  • Python JIT project was asked to pause development
    Also you can use projects like numba https://numba.pydata.org/. - Source: Hacker News / about 2 months ago
  • I Use Nim Instead of Python for Data Processing
    >Not type safe That's the point. Look up what duck typing means in Python. Your program is meant to throw exceptions if you pass in data that doesn't look and act how it needs to. This means that in Python you don't need to do defensive programming. It's not like in C where you spend many hundreds of lines safe-guarding buffer lengths, memory allocation, return codes, static type sizes, and so on. That means that... - Source: Hacker News / almost 2 years ago
  • Gravitational Collapse of Spongebob
    I believe it is using Numba which converts to machine code. https://numba.pydata.org/. - Source: Hacker News / over 2 years ago
  • Mojo๐Ÿ”ฅ: Head -to-Head with Python and Numba
    Around the same time, I discovered Numba and was fascinated by how easily it could bring huge performance improvements to Python code. - Source: dev.to / almost 3 years ago
  • Mojo: The usability of Python with the performance of C
    Or you use numba [1]. Then you can use a subset of plain Python. [1] https://numba.pydata.org/. - Source: Hacker News / almost 3 years ago
View more

Makerkit.dev mentions (2)

What are some alternatives?

When comparing Numba and Makerkit.dev, you can also consider the following products

Cython - Cython is a language that makes writing C extensions for the Python language as easy as Python...

ShipFa.st - The NextJS boilerplate with all the stuff you need to get your product in front of customers. From idea to production in 5 minutes.

NumPy - NumPy is the fundamental package for scientific computing with Python

supastarter - The boilerplate for your next web app built on top of Supabase and Next.js.

cx_Freeze - cx_Freeze is a set of scripts and modules for freezing Python scripts into executables in much the...

Nexty.dev - Launch your SaaS in days, not weeks. Nexty.dev is a production-ready Next.js and Supabase starter template for building modern SaaS applications. Launch your content, AI, or subscription service faster.

Loading...