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NumPy VS FocusMe

Compare NumPy VS FocusMe and see what are their differences

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NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

FocusMe logo FocusMe

The website blocker you can't cheat
  • NumPy Landing page
    Landing page //
    2023-05-13
  • FocusMe FocusMe main window โ€” the Plans dashboard
    FocusMe main window โ€” the Plans dashboard //
    2026-04-14
  • FocusMe Adding websites to the blacklist
    Adding websites to the blacklist //
    2026-04-14
  • FocusMe A completed AI Coach report
    A completed AI Coach report //
    2026-04-14
  • FocusMe The Break Screen during an active break
    The Break Screen during an active break //
    2026-04-14
  • FocusMe Settings โ€” General tab
    Settings โ€” General tab //
    2026-04-14

FocusMe is the most powerful website and app blocker available. Unlike browser extensions that can be easily disabled, FocusMe blocks at the system level across all browsers.

Key features: - Enforced Mode โ€” the strongest bypass protection of any website blocker - AI Productivity Coach โ€” personalized daily/weekly reports with one-click plan recommendations - Enforced Screen Breaks โ€” full-screen overlay with skip protection and minimum break times - Flexible Time Limits โ€” set per-site daily budgets (e.g. 30 min of Reddit per day) - Launch Limits โ€” restrict how many times per day you can open distracting apps - Pomodoro Timer โ€” built-in work/break cycles with floating timer window - CLI Automation โ€” start, stop, and list plans from the command line - Plan Library โ€” community templates you can import with one click - Block YouTube Shorts & Facebook Reels without blocking the rest of the site - Pause Limits, Stop Delays, Random Character Challenges, Plan Hardening

Works on Windows 11/10/8/7, macOS, Linux, and Android. Browser extensions for Chrome, Edge, Firefox, Brave, Opera, and Vivaldi.

Trusted by 10,000+ users. Rated 4.8/5 on Trustpilot with 800+ reviews. Free trial available.

FocusMe

$ Details
paid Free Trial $6.95 / Monthly
Startup details
Country
United Kingdom
State
London
City
England
Founder(s)
Jon Rumens
Employees
50 - 99

NumPy features and specs

  • Performance
    NumPy operations are executed with highly optimized C and Fortran libraries, making them significantly faster than standard Python arithmetic operations, especially for large datasets.
  • Versatility
    NumPy supports a vast range of mathematical, logical, shape manipulation, sorting, selecting, I/O, and basic linear algebra operations, making it a versatile tool for scientific and numeric computing.
  • Ease of Use
    NumPy provides an intuitive, easy-to-understand syntax that extends Python's ability to handle arrays and matrices, lowering the barrier to performing complex scientific computations.
  • Community Support
    With a large and active community, NumPy offers extensive documentation, tutorials, and support for troubleshooting issues, as well as continuous updates and enhancements.
  • Integrations
    NumPy integrates seamlessly with other libraries in Python's scientific stack like SciPy, Matplotlib, and Pandas, facilitating a streamlined workflow for data science and analysis tasks.

Possible disadvantages of NumPy

  • Memory Consumption
    NumPy arrays can consume large amounts of memory, especially when working with very large datasets, which can become a limitation on systems with limited memory capacity.
  • Learning Curve
    For users new to scientific computing or coming from different programming backgrounds, understanding the intricacies of NumPy's operations and efficient usage can take time and effort.
  • Limited GPU Support
    NumPy primarily runs on the CPU and doesn't natively support GPU acceleration, which can be a disadvantage for extremely compute-intensive tasks that could benefit from parallel processing.
  • Dependency on Python
    Since NumPy is a Python library, it depends on the Python runtime environment. This can be a limitation in environments where Python is not the primary language or isn't supported.
  • Indexing Complexity
    Although NumPy's slicing and indexing capabilities are powerful, they can sometimes be complex or unintuitive, especially for multi-dimensional arrays, leading to potential errors and confusion.

FocusMe features and specs

  • Enforced Mode
    the strongest bypass protection of any website blocker
  • Flexible Scheduling
    Users can schedule focused work sessions and breaks with advanced customization options, which helps in maintaining a balanced work routine.
  • Pomodoro Time
    built-in work/break cycles with floating timer window
  • User Metrics and Reports
    FocusMe provides detailed reports and statistics on user activity, helping users to analyze and improve their productivity patterns.
  • Strong Security
    The software includes features like forced mode and password protection to prevent users from bypassing restrictions easily.

Possible disadvantages of FocusMe

  • Cost
    FocusMe is a paid service with subscription plans, which might be a barrier for some users who are looking for a free solution.
  • Learning Curve
    The wide array of features can be overwhelming for new users, requiring a learning period to fully understand and utilize the software effectively.
  • Potential Over-Restriction
    Intensive blocking settings might inadvertently hinder necessary tasks or access to websites and apps needed for work.
  • Mobile Limitations
    The functionality on mobile platforms may not be as powerful or seamless as on desktop versions, potentially limiting its usefulness for mobile-heavy users.
  • Occasional Software Bugs
    Some users may experience technical glitches or bugs, particularly after updates, which can temporarily disrupt productivity efforts.

Analysis of NumPy

Overall verdict

  • Yes, NumPy is considered good. It is a foundational library in the Python ecosystem for numerical computing and is used globally by researchers, engineers, and data scientists.

Why this product is good

  • NumPy is widely regarded as a good library because it offers fast, flexible, and efficient array handling that is integral to scientific computing in Python. It provides tools for integrating C/C++ and Fortran code, useful linear algebra, random number capabilities, and a vast collection of mathematical functions. Its array broadcasting capabilities and versatility make complex mathematical computations straightforward.

Recommended for

  • Scientists and researchers working with large-scale scientific computations.
  • Data scientists engaged in data analysis and manipulation.
  • Engineers and developers needing performance-optimized mathematical computations.
  • Educators and students in STEM fields.

Analysis of FocusMe

Overall verdict

  • FocusMe is generally considered a good tool for those who need assistance with self-discipline and concentration. Its comprehensive feature set and flexible options make it a strong contender in the productivity software market.

Why this product is good

  • FocusMe is designed to enhance productivity by blocking distracting websites and apps, helping users maintain focus on their tasks. It offers features like scheduling, time tracking, and breaks management, which can be particularly beneficial for individuals struggling with maintaining concentration in the digital age.

Recommended for

  • Students looking to minimize online distractions while studying.
  • Remote workers needing to enhance their focus during work hours.
  • Individuals seeking to manage their screen time effectively.
  • Professionals aiming to increase productivity by structuring their work time.

NumPy videos

Learn NUMPY in 5 minutes - BEST Python Library!

More videos:

  • Review - Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
  • Review - Effective Computation in Physics: Review | Learn python, numpy, regular expressions, install python

FocusMe videos

Focusme Review

More videos:

  • Review - Hands On Review of the Distraction-Blocking Software FocusMe

Category Popularity

0-100% (relative to NumPy and FocusMe)
Data Science And Machine Learning
Time Management
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Time Tracking
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 NumPy and FocusMe

NumPy Reviews

25 Python Frameworks to Master
SciPy provides a collection of algorithms and functions built on top of the NumPy. It helps to perform common scientific and engineering tasks such as optimization, signal processing, integration, linear algebra, and more.
Source: kinsta.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.
Source: neptune.ai
Top Python Libraries For Image Processing In 2021
Numpy It is an open-source python library that is used for numerical analysis. It contains a matrix and multi-dimensional arrays as data structures. But NumPy can also use for image processing tasks such as image cropping, manipulating pixels, and masking of pixel values.
4 open source alternatives to MATLAB
NumPy is the main package for scientific computing with Python (as its name suggests). It can process N-dimensional arrays, complex matrix transforms, linear algebra, Fourier transforms, and can act as a gateway for C and C++ integration. It's been used in the world of game and film visual effect development, and is the fundamental data-array structure for the SciPy Stack,...
Source: opensource.com

FocusMe Reviews

  1. Started using FocusMe six years ago. I rely on it heavily.

    I have been using FocusMe software on all my PCs and phones for over six years. I have a paid license. I would really like to commend the developers of FocusMe. As someone who spends more than 8 hours a day at a computer, it is easy to let it take over your life, even to the point where I found myself watching, chatting and posting even when I didn't particularly want to. I wanted to take control, and FocusMe was a really good solution. FocusMe differed from other products because it handled the entire scope of the problem: 1) lock out stuff from my kids, 2) lock out some of the same stuff from me, 3) not interfere with special internet use (like GitHub, or work related youtube), and 4) to give a whole range of solutions for partial lockout, by time, location, overall usage, multiple password schemes, etc. They do a really good job protecting the software from anyone who might trying to hack around it. There really isn't anything like it.

    ๐Ÿ Competitors: Freedom.to, Stay Focused, SelfControl
    ๐Ÿ‘ Pros:    Easy to use|Easy user interface|Strong feature set|Highly customizable|Detailed reports|Cost effective|Great customer support
    ๐Ÿ‘Ž Cons:    Configuration is repetative|Needs tweeking to get rules right|Limited trial version
  2. The Best Application for Managing Digital Distractions

    Wow! Where should I start? I've been constantly searching in these two years for finding a complete solution that could really help me manage my digital distractions and focus on my daily life routines, most applications are either not effective enough, so easy to circumvent or very resource-intensive, then I found FocusMe!

    1) It has everything I was searching for, most applications are not effective enough, some are just browser extensions, have a few options and not customizable enough, with FocusMe I can easily create very flexible plans to:

    a) Destroy bad habits and create good ones. For example block Internet at a certain time of night to help me sleep at a certain time each night. This has helped my insomnia a lot and my sleep times are getting regulated now.

    b) Block unnecessary and possible harmful contents completely. For example, it may be a personal choice but I choose to block online adult contents for most weekdays, which has helped my brain to regulate my dopamine system tremendously.

    c) Time limit other contents during work days, Contents that are useful but can also easily waste a lot of your daily time if not careful enough, like emails, news, social media...

    2) Most other applications can be circumvented easily, if you have a little computer knowledge, most of these applications are useless, but FocueMe! OMG! It goes to great lengths to make sure you stick to your plan, when you create and start a plan, you can't cheat it! You can even create punishment if you try to bypass your plan, to restrict your access more which can prevent any kind of future cheatings. It is evident that FocusMe creators really love what they do and really pay attention to details, which is what distinguishes this from most other similar applications.

    3) Some other applications are very resource-intensive, you can see in windows task manager that they swallow all of your computer resources or even slow down your web surfing/loading experiences which makes them useless, because no one wants to have a slower computer just to have an application to control his/her daily habits, but when I use FocusMe, there are no computer/web surfing slow downs and also the resource consumption is minimal which also makes this software a great choice.

    4) Last but not least, FocusMe has a superb support system, you never feel alone on your path to more success and focus, they are always there for you answering your questions and always updating the software to newer greater versions.

    Let me emphasize this point: I don't know how I could live without this application and I wished I had found it sooner! Those that are searching for applications to help them live a healthier life know what I mean if they read my explanations above. It took me two years to find you, FocusMe! I would give you 10 stars if I could!

    After all these years, I finally feel in control of my life and my time, Thank you.

  3. FocusMe review

    It just all works properly unlike other softwares. I am very happy because if I have minor troubles, customer support is there the same day to help me fix it. A lot of good locking systems that so far I haven't been able to cheat.

    ๐Ÿ‘ Pros:    Great customer support
    ๐Ÿ‘Ž Cons:    Nothing, so far

Social recommendations and mentions

Based on our record, NumPy seems to be a lot more popular than FocusMe. While we know about 122 links to NumPy, we've tracked only 11 mentions of FocusMe. 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.

NumPy mentions (122)

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FocusMe mentions (11)

  • WFH Developers how do you fight major procrastination?
    I would probably be homeless if it wasn't for FocusMe. I use it to block all sites except sites I need for work. Source: over 3 years ago
  • Build/compile/package restore times KILL my productivity
    It's called FocusMe (https://focusme.com/). I came across some years ago when it was still a simple little app. You had to manually set it to block a site and enter in a time period. I had my daily working schedule that I use now set up and I wanted FocusMe to run on a schedule as well. He freaked out when I told him how I would use his app: killing the app via DOS at the end of a time period, renaming the... Source: over 3 years ago
  • Software for permanent blocking websites
    How about Forest - https://www.forestapp.cc/ or FocusMe - https://focusme.com/. Source: over 3 years ago
  • [lichess addiction] Safe my flat mate!!
    I agree with the other answers that it is not your responsibility. For people that would like an efficient blocker for themselves, I used FocusMe during my time at ETH which works well. Source: almost 4 years ago
  • App to track writing progress?
    I don't know of any specific app that does what you want but you can mix it up across platforms. I track all my writing time with Toggl Track's free plan and I use Google Sheets for word count. If you're looking for distraction blockers I'd recommend Forest for your web browser if you want something free, but if you're willing to pay for something more powerful I recommend Freedom or the even more restrictive... Source: almost 4 years ago
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What are some alternatives?

When comparing NumPy and FocusMe, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Cold Turkey - Cold Turkey is a free productivity program that you can use to temporarily block distractions so that you can get your work done!

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Freedom.to - Freedom is a productivity hack that lets you block apps, websites or the entire Internet on iPhones, iPads, Windows and Mac computers.

OpenCV - OpenCV is the world's biggest computer vision library

SelfControl - V2 updates! - Custom time interval for distraction free mode - Ability to turn off ' always on' mode - Improved UI -- Self Control -- A simple app to keep you focused online by blocking sites that you spend way too much time on.