--- title: Python Reviews meta_title: 'Python Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 263 reviews by the users' company size, role or industry to find out how Python works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 263 scale: '5' date_modified: '2026-06-30' parent_category: name: Marketplace Apps url: https://www.g2.com/categories/marketplace-apps --- # Python Reviews **Vendor:** Jetware **Category:** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace) **Average Rating:** 4.8/5.0 **Total Reviews:** 263 ## About Python The Python runtime environment offered on AWS Marketplace by Jetware is a pre-configured, high-performance execution environment optimized for both training and inference tasks. It includes the Python programming language along with essential development tools such as a C compiler and make utility, providing a comprehensive setup for developers. Key Features and Functionality: - High-Performance Execution: Optimized for efficient performance in both training and inference scenarios. - Integrated Development Tools: Comes with a C compiler and make utility, facilitating seamless development and building processes. - Multiple Python Versions: Supports various Python versions, including 2.7, 3.4, 3.5, and 3.6, catering to diverse project requirements. - Containerized Deployment: Delivered as a container image compatible with Amazon ECS and Amazon EKS, ensuring easy deployment and scalability. - Stability and Support: Offers a stable, production-ready environment with long-term support and regular updates. Primary Value and User Solutions: This Python runtime environment simplifies the setup process for developers by providing a ready-to-use, optimized platform for application development and deployment. By integrating essential tools and supporting multiple Python versions, it addresses the challenges of environment configuration and compatibility, allowing developers to focus on coding and innovation. Its containerized nature ensures scalability and flexibility, making it suitable for a wide range of applications on AWS infrastructure. ## Python Pros & Cons **What users like:** - Users appreciate the **ease of use** of Python, noting its simple syntax and seamless library integration. (15 reviews) - Users value the **automation capabilities** of Python, appreciating its extensive libraries and flexibility for various tasks. (4 reviews) - Users value the **supportive community** of Python, providing ample resources and assistance for learners and developers alike. (4 reviews) - Users love Python for its **vast library support** , enabling diverse applications and seamless integration across various fields. (4 reviews) - Users find Python's **implementation ease** exceptional, enabling swift learning and seamless integration into projects and applications. (4 reviews) - Users appreciate the **easy integration** of Python with other tools, enhancing project efficiency and functionality. (4 reviews) - Users appreciate the **easy integrations** in Python, enabling seamless use of libraries and tools for various tasks. (3 reviews) - Users appreciate Python's **flexibility** , enabling diverse tasks from data analysis to web applications effortlessly. (3 reviews) - API Integration (2 reviews) - Users value the **large and supportive community** of Python, which ensures help and resources are always available. (2 reviews) **What users dislike:** - Users often face **slow performance** in Python, particularly during heavy computations, impacting their workflow and project efficiency. (5 reviews) - Users face **difficult management** of environments and dependencies in Python, complicating their development experience. (2 reviews) - Users find that **large data management** in Python can be challenging, requiring additional frameworks and careful environment handling. (2 reviews) - Users highlight the **complex coding** challenges in Python, particularly with its typing system and OOP implementation. (1 reviews) - Users find the **error handling** in Python problematic, with undetected runtime errors leading to slower experiences compared to alternatives. (1 reviews) - Users note a **steep learning curve** with Python due to its vast libraries and functions, complicating the experience. (1 reviews) - Learning Difficulty (1 reviews) - Users feel that Python has **limited flexibility** , affecting control over core concepts and performance on mobile devices. (1 reviews) - Users find **performance issues** with Python, noting it is slower than alternatives like Go and Rust for larger projects. (1 reviews) - Poor Customer Support (1 reviews) ## Python Reviews ### 1. Python programming language for automation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 09, 2021 **What do you like best about Python?** Python is one of the most versatile programming languages out there. It's easy to use and powerful as well. The learning curve is less than two weeks. **What do you dislike about Python?** There is nothing really that I dislike about the programming language. If I had to choose, maybe the name could have been a bit more innovative. **What problems is Python solving and how is that benefiting you?** I am using Python to automate risk management software and improve it quality assurance with various test cases. ### 2. Daily code tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.) **Reviewed Date:** January 04, 2022 **What do you like best about Python?** Most flexible code since C+ langague also can be integratated into every O.S. **What do you dislike about Python?** The root cause analysis when debugging can be pretty hard to perform. **Recommendations to others considering Python:** If you have the time to learn this coding language, it will benefit many applications. **What problems is Python solving and how is that benefiting you?** IoT applications ### 3. Undoubtedly the most popular and easy programming language **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 03, 2021 **What do you like best about Python?** Python has syntax similar to English. This makes the code easier to read and comprehend.Its not intimidating for new programmers and gives them a lot of confidence. All major server-side technology is based out of oyhton **What do you dislike about Python?** Python is a very slow language as it's an interpreter-based language that does line-by-line execution, Golang comparatively is 40 times faster than python. Also Python is not a memory-efficient language **What problems is Python solving and how is that benefiting you?** I work on backend development for a website for which I use Django which is based out of python. Python being so popular and have such great community support I always get solutions to major bugs or problems that I face ### 4. Python Review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** April 22, 2022 **What do you like best about Python?** Excellent software for programming the machine learning algorithms **What do you dislike about Python?** There is no particular reason to dislike it. **What problems is Python solving and how is that benefiting you?** Machine learning modelling ### 5. Best programming language ever created **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2021 **What do you like best about Python?** It's simplicity while still being powerful **What do you dislike about Python?** The speed while doing some data calculations. But usually, it's a matter of writing more pythonic code. **Recommendations to others considering Python:** You should be already using it. **What problems is Python solving and how is that benefiting you?** I use python as my everyday tool for data analytics and data science. It has some of the best modules for these fields. ### 6. Most used and popular programming language **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 07, 2021 **What do you like best about Python?** Python has vast support for libraries ranging from data science to Machine learning, Python is the choice of language of most Enthusiasts. Pyhton code can be run on any platform unlike C/C++ **What do you dislike about Python?** In comparison to popular technologies such as JDBC and ODBC, Python's database access layer is rudimentary and isn't developed well yet,also one can run into many runtime errors during execution as its a dynamically typed language **What problems is Python solving and how is that benefiting you?** I use python for automation testing using modules like pytest and unitest, I also use python to develop websites with flask and Django as python on the server-side is very reliable ### 7. python recomend **Rating:** 5.0/5.0 stars **Reviewed by:** Joao V. | trainee RPA, Small-Business (50 or fewer emp.) **Reviewed Date:** December 23, 2021 **What do you like best about Python?** ease of understanding and learning the syntax **What do you dislike about Python?** it is not good for manipulating machine space **What problems is Python solving and how is that benefiting you?** I've solved all kinds of problems, from simple to more complex problems, the best use was for RPA ### 8. Speak about Python **Rating:** 5.0/5.0 stars **Reviewed by:** Aram K. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 13, 2021 **What do you like best about Python?** Yes I like Python it's a good programming lang **What do you dislike about Python?** I don't kno maybe tabs becouse we use tabs for blocks **Recommendations to others considering Python:** Yes I recommend another programmers use python **What problems is Python solving and how is that benefiting you?** We use python for AI, Rasbary Pi and so one ### 9. Nice Language to develop utilities **Rating:** 5.0/5.0 stars **Reviewed by:** Rohit S. | Group Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 23, 2021 **What do you like best about Python?** Libraries to connect to most of the databases, integration with excel, support provided on coding/scripting **What do you dislike about Python?** Speed of execution for large datasets, tough to debug at times **What problems is Python solving and how is that benefiting you?** Comparing xml files, PDF file for policy, comparing database data using dataproc etc. Lot of automation has been achieved as benifit ### 10. Reviewing Python 3 **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad Usman A. | Lecturer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 29, 2021 **What do you like best about Python?** it is best for data analysis and deep neural networks along with data science support. **What do you dislike about Python?** Updation of libraries causes a lot of issues and breaks the program logic and sometimes need to write the logic again. **Recommendations to others considering Python:** highly recommended for data science and data mining tasks. **What problems is Python solving and how is that benefiting you?** I am working on data analysis, deep learning, image processing, and deep neural networks. ### 11. One language for everything and everyone **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Mid-Market (51-1000 emp.) **Reviewed Date:** January 17, 2022 **What do you like best about Python?** Ability to do multiple things in simple lines of code. I use it mostly for data ETL and it makes my life much easier **What do you dislike about Python?** Nothing. I always find what I'm looking for when using Python **What problems is Python solving and how is that benefiting you?** ETL: automated processes and ease of use Web scraping: getting tons of data from online sources in no time ### 12. Python Review **Rating:** 5.0/5.0 stars **Reviewed by:** Hiteshi Jain . | Senior Applied Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** December 15, 2021 **What do you like best about Python?** The easy to use in-built functions and being open source is easy to install. **What do you dislike about Python?** Lists and arrays are a little confusing too many syntax to be learned **What problems is Python solving and how is that benefiting you?** Deep learning and machine learning ### 13. Go to language for product development ! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 11, 2021 **What do you like best about Python?** Python is a very user friendly language and the has very less syntax when compared to other languages. Also it has a wide variety of inbuilt libraries to make our lives easier. **What do you dislike about Python?** Nothing much that I dislike about python. However it does not have a dedicated connection for database like jdbc for Java. This is a part where an improvement can be done. **What problems is Python solving and how is that benefiting you?** The language has helped us in implementing lot of solutions with less syatax and less lines of code. The user friendly setup is very much appreciated. ## Python Discussions - [What does Python do?](https://www.g2.com/discussions/what-does-python-do) - 2 comments, 1 upvote - [What are advantages of Python?](https://www.g2.com/discussions/what-are-advantages-of-python) - 2 comments, 1 upvote - [What is Python software used for?](https://www.g2.com/discussions/what-is-python-software-used-for) - 1 comment, 1 upvote - [What is the best way to use python for the use cases of AI and ML ?](https://www.g2.com/discussions/what-is-the-best-way-to-use-python-for-the-use-cases-of-ai-and-ml) - 1 comment, 1 upvote - [Do You use Python with 2.7 version](https://www.g2.com/discussions/do-you-use-python-with-2-7-version) - 2 comments, 1 upvote - [View Python pricing details and edition comparison](https://www.g2.com/products/python/reviews?page=6&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-07-04+16%3A30%3A06+-0500&secure%5Bsession_id%5D=929b8655-ac64-43fb-a3fc-2f5248f26436&secure%5Btoken%5D=7011407efa85d414aeff8e24b0013b612304ebc5fb0bbd5a93dd7e9d4c7d2b15&format=llm_user) ## Python Integrations - [Amazon API Gateway](https://www.g2.com/products/amazon-api-gateway/reviews) - [Amazon Simple Email Service (Amazon SES)](https://www.g2.com/products/amazon-simple-email-service-amazon-ses/reviews) - [AWS Elastic Beanstalk](https://www.g2.com/products/aws-elastic-beanstalk/reviews) - [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews) - [AWS S3 Objects to Alation](https://www.g2.com/products/aws-s3-objects-to-alation/reviews) - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) - [Cloudflare Application Security and Performance](https://www.g2.com/products/cloudflare-application-security-and-performance/reviews) - [Cloudflare One (SASE)](https://www.g2.com/products/cloudflare-one-sase/reviews) - [codebeamer](https://www.g2.com/products/codebeamer/reviews) - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [Docker Swarm](https://www.g2.com/products/appxen-docker-swarm/reviews) - [Flask](https://www.g2.com/products/flask/reviews) - [Forsta](https://www.g2.com/products/forsta/reviews) - [GitHub](https://www.g2.com/products/github/reviews) - [GitHub Copilot](https://www.g2.com/products/github-copilot/reviews) - [GitHub Inc.](https://www.g2.com/products/github-inc/reviews) - [Github Package Registry](https://www.g2.com/products/github-package-registry/reviews) - [Google Compute Engine](https://www.g2.com/products/google-compute-engine/reviews) - [Helin Cloud Remote CCTV Monitoring](https://www.g2.com/products/helin-cloud-remote-cctv-monitoring/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [LangChain](https://www.g2.com/products/langchain-langchain/reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) - [MongoDB](https://www.g2.com/products/mongodb/reviews) - [MySQL](https://www.g2.com/products/mysql/reviews) - [n8n](https://www.g2.com/products/n8n/reviews) - [Node.js](https://www.g2.com/products/node-js/reviews) - [Objectivity/DB](https://www.g2.com/products/objectivity-db/reviews) - [OpenAI Whisper](https://www.g2.com/products/openai-whisper/reviews) - [pandas python](https://www.g2.com/products/pandas-python/reviews) - [Playwright](https://www.g2.com/products/playwright/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Postman](https://www.g2.com/products/postman/reviews) - [PyCharm](https://www.g2.com/products/pycharm/reviews) - [Python](https://www.g2.com/products/python/reviews) - [Redis Cloud](https://www.g2.com/products/redis-cloud/reviews) - [Rocketbot](https://www.g2.com/products/rocketbot/reviews) - [Shuffle](https://www.g2.com/products/shuffle/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Spark](https://www.g2.com/products/apache-spark/reviews) - [SQL Developer](https://www.g2.com/products/sql-developer/reviews) - [Streamoku](https://www.g2.com/products/streamoku/reviews) - [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) - [Time Doctor](https://www.g2.com/products/time-doctor/reviews) - [Vercel](https://www.g2.com/products/vercel/reviews) - [Vercel AI SDK](https://www.g2.com/products/vercel-ai-sdk/reviews) - [VeriStand](https://www.g2.com/products/veristand/reviews) - [Visual Studio](https://www.g2.com/products/visual-studio/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) - [Wazuh](https://www.g2.com/products/wazuh/reviews) - [WhatsApp Business Platform](https://www.g2.com/products/whatsapp-business-platform/reviews) ## Python Features **Agentic AI - AWS Marketplace** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration