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NumPy VS Wise

Compare NumPy VS Wise and see what are their differences

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NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

Wise logo Wise

Currency exchange Banks and other providers could charge you up to 5% in hidden costs when sending ...
  • NumPy Landing page
    Landing page //
    2023-05-13
  • Wise Landing page
    Landing page //
    2023-09-02

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.

Wise features and specs

  • Low Fees
    Wise offers competitive and transparent fees compared to traditional banks and many other money transfer services.
  • Real Exchange Rates
    Wise uses the mid-market exchange rate, meaning users get the real exchange rate without any hidden markups.
  • Fast Transfers
    Many transfers through Wise are processed quickly, often within a few hours or a day, depending on the destination country and payment method.
  • Multi-Currency Accounts
    Users can hold and manage money in multiple currencies with Wise's Borderless Account, making it easier for those who deal with international payments regularly.
  • Transparent Pricing
    Wise is upfront about their fees and the total cost of a transfer, so users know exactly how much they'll pay and how much the recipient will receive.
  • User-Friendly Interface
    Wise offers a clean and intuitive application and web interface, making it easy for users to navigate and complete transactions.

Possible disadvantages of Wise

  • Limited Customer Support
    Wise's customer support is primarily online, and some users report difficulties in reaching live assistance or having slow response times.
  • Transfer Limits
    There are limits on how much money can be transferred in a single transaction or over a period of time, which might be restrictive for some users.
  • Lack of Physical Locations
    Unlike traditional banks, Wise doesn't have physical branches, which can be an inconvenience for those who prefer in-person banking services.
  • Verification Process
    New users or those making large transfers may have to go through a lengthy verification process, which can delay the initial transaction.
  • Not Available in All Countries
    Wise does not operate in every country, limiting its accessibility for some users looking to send or receive international payments.
  • Occasional Delays
    While generally fast, some transfers may experience delays due to various factors, such as banking hours, holiday schedules, or compliance checks.

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 Wise

Overall verdict

  • Overall, Wise is highly regarded as one of the top options for international money transfers. It is praised for its transparency, cost-effectiveness, and ease of use, making it a preferred choice for many users.

Why this product is good

  • Wise is considered a reliable and efficient service for international money transfers due to its transparent fee structure and competitive exchange rates. The platform uses a mid-market exchange rate with no hidden fees, making it a popular choice for individuals and businesses looking to transfer money across borders. Additionally, Wise is known for its user-friendly interface and fast transfer speeds.

Recommended for

  • Individuals needing to send money abroad frequently.
  • Expats living in foreign countries who need to transfer money to home accounts.
  • Freelancers and remote workers receiving payments from international clients.
  • Businesses conducting international transactions.

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

Wise videos

TransferWise Review - 3 Must Knows (2020)

More videos:

  • Review - TransferWise in detail
  • Review - Transferwise Review

Category Popularity

0-100% (relative to NumPy and Wise)
Data Science And Machine Learning
Online Payments
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Money Transfer
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 Wise

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

Wise Reviews

The 8 Best Payment Processing Systems
Wise is a payments system specifically geared at cross-border payments. You can benefit from transparent pricing and its broad reach. It does focus on international payments, so if you're looking for recurring payments or integration capabilities, other options could be a good bet.
Source: gocardless.com
6 Cheaper Payoneer Alternatives for Your Online Transcations
Wise is a well-known alternative to traditional banking and offers competitive rates for international money transfers. It operates on a peer-to-peer system, ensuring low fees by matching individuals who want to exchange currency in different countries.
Top 5 Payoneer Alternatives [2024]
Wise offers fast, convenient transfers with transparent fees based on mid-market exchange rates, as well as a multi-currency account for both individual and business customers. While Wise offers several tools for business customers, such as expense cards, it is not as extensive as those offered by Payoneer. On the other hand, Payoneerโ€™s fee structure is only transparent on...
Source: www.exiap.com
Top 5 Payoneer Alternatives for Seamless Online Transactions
Both offer global transactions, but Wise shines with competitive exchange rates and transparent fees, while Payoneer focuses on receiving payments with features like virtual cards. Choose Wise for cost-effectiveness, Payoneer for easy receiving.
Source: www.doola.com
Best money transfer apps of 2021
TransferWise does also offer Business pricing, which adds in extra features that are free, including the ability to receive money in EUR, USD, GBP, PLN, AUD and NZD currencies without charge. However, this comes with a 0.33%-3.56% fee to convert currencies. The supporting TransferWise debit Mastercard comes free too, with the same currency conversion fee of 0.33%-3.56% plus...

Social recommendations and mentions

Based on our record, NumPy should be more popular than Wise. It has been mentiond 122 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.

NumPy mentions (122)

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Wise mentions (24)

  • Which bank in vietnam have the lowest fee for overseas remittance?
    I don't think you need to be a holder of both. I put my mom on my Wells Fargo account and she sent to my account. There is also https://wise.com/us/ . This one I have used to send to someones account in Vietnam. It does have slightly higher fee. But it goes straight into their account. From Wells Fargo I would have to go and get USD then exchange it to Vietnamese currency. Source: about 3 years ago
  • We are happy to welcome you to Auction 88 โ€” Coins of The World.
    They invoice in Euros (Czech Republic) so also be aware of fees on payments. I've successfully used TransferWise (https://wise.com/us/). Source: about 3 years ago
  • Recommend me a first credit card with 0 foreign tx fee
    It's not a credit card. It's just a way to convert currency w/o a fee. https://wise.com/us/. Source: about 3 years ago
  • Renting an apartment without a US Bank account?
    Get a Wise account. Open one in your local currency, and one in US currency. I was doing that for the first few months. Source: over 3 years ago
  • My New Client Is Asking Me For My Bank Info
    Iโ€™ve used Wise for bank payments from international clients before: https://wise.com/us/ that way youโ€™re not giving them your actual bank info but the process is similar on the clientโ€™s end. Source: over 3 years ago
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What are some alternatives?

When comparing NumPy and Wise, 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.

Bill.com - Your financial operations platform. The intelligent way to create and pay bills, send invoices, manage expenses, control budgets, and access the credit your business needs to growโ€”all on one platform.

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

Zoho Invoice - 100% free online invoicing software for small businesses.

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

The Invoice Machine - The Invoice Machine is an online invoicing service with a simple and elegant user interface.