Software Alternatives, Accelerators & Startups

G2A VS Pandas

Compare G2A VS Pandas and see what are their differences

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G2A logo G2A

Enjoy the vast offer of Steam, Origin, Uplay, Battle.net, GOG, PSN and XBOX CD-Keys at the most attractive prices on the market. Don’t overpay – buy cheap on G2A.COM!

Pandas logo Pandas

Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
  • G2A Landing page
    Landing page //
    2018-09-30
  • Pandas Landing page
    Landing page //
    2023-05-12

G2A features and specs

  • Wide Selection
    G2A offers a vast array of digital products including video games, software, and in-game items from various publishers and developers.
  • Competitive Pricing
    Users often find games and software at lower prices compared to other platforms, making it an attractive option for budget-conscious buyers.
  • Global Accessibility
    G2A serves a worldwide market, allowing users from different regions to purchase and sell digital products.
  • User-Friendly Interface
    The platform is designed to be easy to navigate, making it simple for users to find and purchase products quickly.
  • G2A Shield
    An optional service that provides additional buyer protection, including guaranteed refunds in case of any issues with digital products.

Possible disadvantages of G2A

  • Grey Market Issues
    Products on G2A are often sold by third-party sellers which sometimes leads to issues with legitimacy and legality, raising concerns among consumers.
  • Customer Support
    Users have reported difficulties in getting satisfactory customer support, particularly regarding issues with purchases and refunds.
  • Seller Accountability
    There have been instances where sellers on G2A have sold fraudulent or stolen keys, affecting buyer trust and putting G2A's reputation at risk.
  • Additional Fees
    Certain transactions may incur additional fees, such as payment processing fees and currency conversion charges, which can reduce the overall savings.
  • Publisher Backlash
    Some game publishers and developers have publicly criticized G2A for enabling the sale of game keys acquired through unauthorized means, which can harm their revenue and reputation.

Pandas features and specs

  • Data Wrangling
    Pandas offers robust tools for manipulating, cleaning, and transforming data, making it easier to prepare data for analysis.
  • Flexible Data Structures
    Pandas provides two primary data structures: Series and DataFrame, which are flexible and offer powerful capabilities for handling various types of datasets.
  • Integration with Other Libraries
    Pandas integrates seamlessly with other Python libraries such as NumPy, Matplotlib, and SciPy, facilitating comprehensive data analysis workflows.
  • Performance with Data Size
    For data sizes that fit into memory, Pandas performs excellently with operations and computations being highly optimized.
  • Rich Feature Set
    Pandas provides a wide array of functionalities, including but not limited to group-by operations, merging and joining data sets, time-series functionality, and input/output tools.
  • Community and Documentation
    Pandas has a strong community and extensive documentation, offering a wealth of tutorials, examples, and support for new and experienced users alike.

Possible disadvantages of Pandas

  • Memory Consumption
    Pandas can become memory inefficient with very large datasets because it relies heavily on in-memory operations.
  • Single-threaded
    Many Pandas operations are single-threaded, which can lead to performance bottlenecks when handling very large datasets.
  • Steep Learning Curve
    For users who are new to data analysis or Pandas, there can be a steep learning curve due to its extensive capabilities and complex syntax at times.
  • Less Suitable for Real-time Analytics
    Pandas is not designed for real-time analytics and is better suited for batch processing due to its in-memory operations and single-threaded nature.
  • Error Handling
    Error messages in Pandas can sometimes be cryptic and hard to interpret, making debugging a challenge for users.

G2A videos

Should You Buy Games on G2A?

More videos:

  • Review - Should you use G2A - Honest Review
  • Tutorial - G2A is it legit? Review & How to Buy 2020

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

  • Review - Ozzy Man Reviews: PANDAS Part 2
  • Review - Trash Pandas Review with Sam Healey

Category Popularity

0-100% (relative to G2A and Pandas)
Games
100 100%
0% 0
Data Science And Machine Learning
Online Shopping
100 100%
0% 0
Data Science Tools
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 G2A and Pandas

G2A Reviews

We have no reviews of G2A yet.
Be the first one to post

Pandas Reviews

25 Python Frameworks to Master
Pandas is a powerful and flexible open-source library used to perform data analysis in Python. It provides high-performance data structures (i.e., the famous DataFrame) and data analysis tools that make it easy to work with structured data.
Source: kinsta.com
Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
When it comes to ETL, you can do almost anything with Pandas if you're willing to put in the time. Plus, pandas is extraordinarily easy to run. You can set up a simple script to load data from a Postgre table, transform and clean that data, and then write that data to another Postgre table.
Source: www.xplenty.com

Social recommendations and mentions

Based on our record, Pandas should be more popular than G2A. It has been mentiond 219 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.

G2A mentions (82)

  • "Access denied"
    It seems as every g2a.com site wont allow me to enter. Source: almost 2 years ago
  • Gaming PC set
    And if you don't know how to build by yourself, you can also pay those shops to do it for you. It might be around 10-15 rial without windows, and I advice you to buy windows key in g2a.com. Source: almost 2 years ago
  • where can you buy playstat giftcards preferably in dollars in rosenheim?
    It's either what you suggest or buying them in websites like g2a.com, recharge.com, etc. Source: almost 2 years ago
  • Building my first PC• need opinions/suggestions!
    Don't forget to add Windows to the list, you can find it pretty cheap on g2a.com, it's a key reseller, only ~$25 bucks for a copy of windows vs $100+ retail. Source: almost 2 years ago
  • HOW can i refund this
    I am really poor like so poor that saving up 5.50 euroes was smthn, so I take my money and go to g2a.com only to accidentally click on the wrong card and buy a steam TL currency gift card. I'm so sad that now I won't be able to get those 5 euroes to my acc it will take at least a week for me to re-save up. Source: almost 2 years ago
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Pandas mentions (219)

  • Top Programming Languages for AI Development in 2025
    Libraries for data science and deep learning that are always changing. - Source: dev.to / 23 days ago
  • How to import sample data into a Python notebook on watsonx.ai and other questions…
    # Read the content of nda.txt Try: Import os, types Import pandas as pd From botocore.client import Config Import ibm_boto3 Def __iter__(self): return 0 # @hidden_cell # The following code accesses a file in your IBM Cloud Object Storage. It includes your credentials. # You might want to remove those credentials before you share the notebook. Cos_client = ibm_boto3.client(service_name='s3', ... - Source: dev.to / about 1 month ago
  • How I Hacked Uber’s Hidden API to Download 4379 Rides
    As with any web scraping or data processing project, I had to write a fair amount of code to clean this up and shape it into a format I needed for further analysis. I used a combination of Pandas and regular expressions to clean it up (full code here). - Source: dev.to / about 1 month ago
  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 4 months ago
  • Sample Super Store Analysis Using Python & Pandas
    This tutorial provides a concise and foundational guide to exploring a dataset, specifically the Sample SuperStore dataset. This dataset, which appears to originate from a fictional e-commerce or online marketplace company's annual sales data, serves as an excellent example for learning and how to work with real-world data. The dataset includes a variety of data types, which demonstrate the full range of... - Source: dev.to / 9 months ago
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What are some alternatives?

When comparing G2A and Pandas, you can also consider the following products

ARPAY - AR-PAY.com, All-in-one Retail and Payments. You can access your favorite internet services: online games, e-wallets, console games, online shopping cards, and many more!

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

Instant Gaming - Instant-Gaming.com - All your favourites games for Steam, Origin, Battle.net, Uplay and Indie games up to 70% off! Digital games, Instant delivery 24/7!

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

Kinguin - Marketplace to buy/sell game keys for a myriad of platforms including: Battle.

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