Software Alternatives, Accelerators & Startups
Register | Login
C

Conda VS Banana Pi

Compare Conda VS Banana Pi and see what are their differences

EcholoN
Holistic service management: service, support + customer care. From Ticketing to Helpdesk, Service Desk, ITSM to Enterprise Service Management, Service Technician and Field Service Management (FSM)... 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. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Conda logo Conda

Binary package manager with support for environments.

Banana Pi logo Banana Pi

Banana Pi is a single-board computer made in China. It can run Android, Ubuntu and Debian.
Not present
  • Banana Pi Landing page
    Landing page //
    2019-03-19

Conda features and specs

  • Cross-Platform Package Manager
    Conda is a versatile package manager that works across multiple operating systems including Windows, macOS, and Linux, making it a universal solution for environment management.
  • Environment Management
    Conda can create, export, list, remove, and manage environments that contain different versions of Python and/or various packages, enhancing reproducibility and isolation.
  • Wide Range of Packages
    Conda supports a broad spectrum of packages not limited to Python, which means it can install software and their dependencies from the C, C++, FORTRAN, and other ecosystems.
  • Binary Package Delivery
    Packages are delivered as binaries, meaning you don't have to compile anything. This speeds up the installation process and reduces the possibility of errors.
  • Easy Dependency Resolution
    Conda automatically manages dependencies, ensuring that the required packages are installed in the correct versions and reducing compatibility issues.
  • Version Control
    It allows you to manage different versions of software and switch between them seamlessly without conflict, which is crucial for development, testing, and deployment.

Possible disadvantages of Conda

  • Large Disk Space Requirement
    Conda environments can take up a significant amount of disk space due to the inclusion of multiple versions of Python and other binaries.
  • Complexity
    While Conda is powerful, its comprehensive set of features may be overwhelming for beginners who only need simpler package management.
  • Performance Overhead
    The convenience of automated dependency resolution and environment management can sometimes come at the cost of performance, particularly during the first setup.
  • Slower Package Availability
    Newer versions of some packages may take longer to become available on Conda compared to other package managers like pip, leading to potential delays in adopting the latest features.
  • Third-Party Channels
    While Conda has its main channel, many packages are hosted on third-party channels, which can lead to inconsistencies or reliability issues.
  • Not Limited to Python
    Although this is also a strength, for users who are primarily working with Python, Conda might feel over-engineered for their needs.

Banana Pi features and specs

  • Cost-Effective
    Banana Pi models are generally affordable, making them accessible for hobbyists, educators, and small developers who want a cost-effective alternative to more expensive single-board computers.
  • GPIO Support
    Banana Pi supports General Purpose Input/Output (GPIO) pins, which are crucial for interacting with other devices and components in electronics projects.
  • Versatile OS Support
    Supports various operating systems such as Android, Debian, Ubuntu, and more, providing flexibility based on the needs of the user.
  • Performance
    Certain models offer high performance with multi-core processors, making them suitable for tasks beyond basic computing, such as multimedia applications or NAS servers.
  • Connectivity Options
    Comes with extensive connectivity options including USB ports, Ethernet, Wi-Fi, Bluetooth, HDMI, and others, making it suitable for diverse projects.

Possible disadvantages of Banana Pi

  • Limited Community Support
    Compared to more popular alternatives like Raspberry Pi, Banana Pi has a smaller community, which can make it difficult to find help, support, and resources when encountering issues.
  • Compatibility
    Some users may experience compatibility issues with software and peripherals not specifically designed or optimized for Banana Pi.
  • Documentation
    The documentation can be less comprehensive and sometimes outdated, which might make it challenging for beginners to get started or troubleshoot problems.
  • Firmware Updates
    Access to and frequency of firmware updates may be less than that of more mainstream alternatives, potentially leading to security and stability issues over time.
  • Power Consumption
    Certain Banana Pi models can have higher power consumption compared to similar devices, potentially affecting power efficiency in larger or multiple installations.

Analysis of Conda

Overall verdict

  • Yes, Conda is generally regarded as a good tool due to its versatility, efficiency in managing dependencies, and user-friendly features.

Why this product is good

  • Conda is considered good because it is a powerful package manager and environment manager that is language agnostic. It simplifies the installation of packages and dependencies across different programming languages, particularly beneficial for data science and machine learning tasks. It also handles library conflicts with ease, making it a preferred choice for managing complex software environments.

Recommended for

  • Data scientists
  • Machine learning engineers
  • Software developers using Python, R, or any other language needing isolated environments
  • Researchers requiring reproducible scientific environments
  • Anyone who frequently works with packages that have complex dependencies

Conda videos

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

Add video

Banana Pi videos

+ Add

Banana Pi M5: ARM SBC with eMMC

More videos:

  • Review - Banana Pi VS Raspberry Pi
  • Review - #057 Banana Pi Router: NAS, router or trash? // Review

Category Popularity

0-100% (relative to Conda and Banana Pi)

Conda

Banana Pi

Front End Package Manager
100 100%
Front End Package Manager
0% 0
Electronics
0 0%
Electronics
100% 100
Package Manager
100 100%
Package Manager
0% 0
Single Board Computer
0 0%
Single Board Computer
100% 100

User comments

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

Social recommendations and mentions

Based on our record, Conda seems to be more popular. It has been mentiond 32 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.

Conda mentions (32)

  • Say Hello to UV: A Fast Python Package & Project Manager Written in Rust
    If you’ve been managing Python projects long enough, you’ve probably dealt with a mess of tools: pip, pip-tools, poetry, virtualenv, conda, maybe even pdm. - Source: dev.to / about 2 months ago
  • The Simplest Data Architecture
    You can use isolated Python environments like venv or conda. If you do this, you'll have to manage your environments yourself, and also constantly switch between them to run your data engineering code vs dbt. - Source: dev.to / 8 months ago
  • Python's virtual environments
    Conda is an open-source package management system and environment management system that runs on Windows, macOS, and Linux. It is a powerful tool that allows you to create and manage virtual environments, install and update packages, and manage dependencies. Conda is particularly popular in the scientific computing community, as it provides access to a wide range of scientific computing libraries and tools. I... - Source: dev.to / 11 months ago
  • Introducing Flama for Robust Machine Learning APIs
    When dealing with software development, reproducibility is key. This is why we encourage you to use Python virtual environments to set up an isolated environment for your project. Virtual environments allow the isolation of dependencies, which plays a crucial role to avoid breaking compatibility between different projects. We cannot cover all the details about virtual environments in this post, but we encourage... - Source: dev.to / over 1 year ago
  • Ask HN: Package management for multiple modules in C++, Python, Java project?
    Conda https://docs.conda.io/en/latest/ ?? I'm not sure, but I used it to download some Python packages. It's an alternative to pip, but I'm not sure about the details. - Source: Hacker News / over 1 year ago
View more

Banana Pi mentions (0)

We have not tracked any mentions of Banana Pi yet. Tracking of Banana Pi recommendations started around Mar 2021.

What are some alternatives?

When comparing Conda and Banana Pi, you can also consider the following products

Homebrew - The missing package manager for macOS

Intel NUC - Intel NUCs are available as Kits(Barebones), Boards(Mainbaord only) and as perconfigured Mini-PCs.

Python Poetry - Python packaging and dependency manager.

Radxa Rock - The Radxa Rock steps up the microprocessor game with a quad-core 1.

pkgsrc - pkgsrc is a framework for building over 17,000 open source software packages.

Raspberry Pi - The Raspberry Pi is a tiny and affordable computer that you can use to learn programming through fun, practical projects. Join the global Raspberry Pi community.

Loading...