Amazon CodeWhisperer vs. CodeT5 Comparison


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About Build apps faster with ML-powered coding companion. Accelerate application development with automatic code recommendations based on the code and comments in your IDE. Empower developers to use artificial intelligence (AI) responsibly to create syntactically correct and secure applications. Generate entire functions and logical code blocks without having to search and customize code snippets from the web. Stay focused and never leave the IDE, with real-time customized code recommendations for all your Java, Python, and JavaScript projects. Amazon CodeWhisperer is a machine learning (ML)–powered service that helps improve developer productivity by generating code recommendations based on their comments in natural language and code in the integrated development environment (IDE). Accelerate frontend and backend development by empowering developers with automatic code recommendations. Save time and effort by using CodeWhisperer to generate code to build and train your ML models.	About Code for CodeT5, a new code-aware pre-trained encoder-decoder model. Identifier-aware unified pre-trained encoder-decoder models for code understanding and generation. This is the official PyTorch implementation for the EMNLP 2021 paper from Salesforce Research. CodeT5-large-ntp-py is specially optimized for Python code generation tasks and employed as the foundation model for our CodeRL, yielding new SOTA results on the APPS Python competition-level program synthesis benchmark. This repo provides the code for reproducing the experiments in CodeT5. CodeT5 is a new pre-trained encoder-decoder model for programming languages, which is pre-trained on 8.35M functions in 8 programming languages (Python, Java, JavaScript, PHP, Ruby, Go, C, and C#). In total, it achieves state-of-the-art results on 14 sub-tasks in a code intelligence benchmark - CodeXGLUE. Generate code based on the natural language description.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers interested in an ML-powered coding assistant	Audience Developers and users interested in a solution to generate, summarize, and autocomplete code
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 2.0 / 5 ease 3.0 / 5 features 3.0 / 5 design 2.0 / 5 support 4.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros One Two liner Code suggestions given useful for writing unit tests. Less manual typing is required at times. Cons Suggestions are very limited and specific. Does not write big code blocks.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Amazon Founded: 1994 United States aws.amazon.com/codewhisperer/	Company Information Salesforce github.com/salesforce/CodeT5
Alternatives Cody Sourcegraph	Alternatives GLM-OCR Z.ai
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Tabnine	OpenAI Whisper OpenAI
Gemini Code Assist Google View All	CodeQwen Alibaba View All
Categories AI Code Generators Supported AI Code Refactoring Supported AI Coding Assistants Supported AI Copilots Supported AI Tools Supported	Categories AI Code Generators Supported

Integrations C Supported C# Supported Java Supported JavaScript Supported PHP Supported Python Supported Ruby Supported AWS Cloud9 Supported AWS Lambda Supported AWS Toolkit for Visual Studio Code Supported Amazon CodeCatalyst Supported Amazon DynamoDB Supported Amazon Q Business Supported Amazon S3 Supported C++ Supported Go Not Supported Kotlin Supported PyCharm Supported Rust Supported Scala Supported Show More Integrations View All 28 Integrations	Integrations C Supported C# Supported Java Supported JavaScript Supported PHP Supported Python Supported Ruby Supported AWS Cloud9 Not Supported AWS Lambda Not Supported AWS Toolkit for Visual Studio Code Not Supported Amazon CodeCatalyst Not Supported Amazon DynamoDB Not Supported Amazon Q Business Not Supported Amazon S3 Not Supported C++ Not Supported Go Supported Kotlin Not Supported PyCharm Not Supported Rust Not Supported Scala Not Supported Show More Integrations View All 8 Integrations
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