Amazon CodeWhisperer vs. StarCoder 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 StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder. We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.
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 Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers interested in an ML-powered coding assistant	Audience Developers interested in an LLM for code generation
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 Not 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 Free Free Version 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 BigCode Founded: 2023 huggingface.co/blog/starcoder
Alternatives Cody Sourcegraph	Alternatives CodeGemma Google
Devin Desktop Cognition	CodeQwen Alibaba
K.Explorer Morphis Tech	DeepSeek Coder DeepSeek
Tabnine	DeepSeek-Coder-V2 DeepSeek
Gemini Code Assist Google View All	Mercury Coder Inception Labs 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 AI Coding Assistants Supported AI Coding Models Supported AI Copilots Supported AI Models Supported AI Tools Supported Large Language Models Supported

Integrations Python Supported Visual Studio Code Supported Amazon CodeCatalyst Supported Amazon DynamoDB Supported Amazon EC2 Supported Amazon Q Supported Amazon S3 Supported Amazon Simple Queue Service (SQS) Supported Amazon Web Services (AWS) Supported C++ Supported JavaScript Supported LM Studio Not Supported OpenAI Not Supported PHP Supported PyCharm Supported Ruby Supported SQL Supported Scala Supported Taylor AI Not Supported TypeScript Supported Show More Integrations View All 28 Integrations	Integrations Python Supported Visual Studio Code Supported Amazon CodeCatalyst Not Supported Amazon DynamoDB Not Supported Amazon EC2 Not Supported Amazon Q Not Supported Amazon S3 Not Supported Amazon Simple Queue Service (SQS) Not Supported Amazon Web Services (AWS) Not Supported C++ Not Supported JavaScript Not Supported LM Studio Supported OpenAI Supported PHP Not Supported PyCharm Not Supported Ruby Not Supported SQL Not Supported Scala Not Supported Taylor AI Supported TypeScript Not Supported Show More Integrations View All 10 Integrations
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