Software Alternatives, Accelerators & Startups

Diffbot VS Amazon CodeWhisperer

Compare Diffbot VS Amazon CodeWhisperer and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Diffbot logo Diffbot

Get data from web pages automatically

Amazon CodeWhisperer logo Amazon CodeWhisperer

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).
  • Diffbot Landing page
    Landing page //
    2023-08-02
  • Amazon CodeWhisperer Landing page
    Landing page //
    2023-04-01

Diffbot features and specs

  • Automation
    Diffbot automates the process of extracting structured data from web pages, saving time and reducing the need for manual data entry.
  • Accuracy
    By using machine learning and AI, Diffbot provides highly accurate data extraction, reducing errors compared to manual scraping.
  • Scalability
    Diffbot can handle large-scale data extraction, making it suitable for businesses with high-volume data needs.
  • Ease of Use
    The platform is user-friendly and provides APIs and tools that simplify the process of integrating data extraction into various applications.
  • Customizable
    Diffbot offers customization options to fine-tune the data extraction process according to specific requirements, ensuring relevance and precision.

Possible disadvantages of Diffbot

  • Cost
    Diffbot can be expensive, especially for small businesses or individual developers, as pricing scales with usage.
  • Learning Curve
    While the platform is powerful, it may have a steeper learning curve for users unfamiliar with API usage or web scraping concepts.
  • Dependency
    Relying on an external service like Diffbot can create dependencies, meaning any downtime or changes in the service can impact your operations.
  • Limited Control
    Using an automated service can limit the control users have over the data extraction process compared to custom-built scrapers.
  • Compliance
    There may be concerns about compliance with website terms of service or legal regulations regarding data scraping, which users need to manage responsibly.

Amazon CodeWhisperer features and specs

  • Enhanced Productivity
    Amazon CodeWhisperer helps developers write code faster by providing suggestions and code completions, reducing the time spent on routine coding tasks.
  • AI-Powered Assistance
    Utilizes machine learning algorithms to understand context and offer relevant code suggestions, improving the quality of code and helping developers with problem-solving.
  • Integration with AWS Services
    Seamlessly integrates with AWS services, making it easier for developers to build applications on the AWS platform by providing context-aware code recommendations.
  • Support for Multiple Programming Languages
    Supports a variety of programming languages, allowing a wider range of developers to benefit from its features.
  • Consistent Learning
    Continuously learns from new code and user interactions, enhancing its accuracy and usefulness over time.

Possible disadvantages of Amazon CodeWhisperer

  • Dependency on Internet Connection
    Requires a stable internet connection to access the cloud-based AI models for providing code suggestions, which can be a limitation in disconnected environments.
  • Potential Learning Curve
    Developers may need some time to get accustomed to utilizing AI-assisted coding, which may temporarily affect productivity.
  • Privacy Concerns
    Relying on cloud-based AI solutions may raise privacy and security concerns, especially when dealing with sensitive codebases.
  • Not 100% Accurate
    AI-generated code suggestions may not always be accurate or optimal, requiring developers to critically review and edit code.
  • Limited Offline Functionality
    Since it's primarily cloud-based, its features and capabilities might be limited or unavailable offline.

Diffbot videos

Correcting Diffbot API Output Using the Custom API Toolkit

Amazon CodeWhisperer videos

Amazon CodeWhisperer In Use and Vs GitHub CoPilot

More videos:

  • Review - AWS Announces Amazon CodeWhisperer | Your New Coding Companion
  • Review - AWS On Air ft. Introducing Amazon CodeWhisperer | AWS Events

Category Popularity

0-100% (relative to Diffbot and Amazon CodeWhisperer)
Web Scraping
100 100%
0% 0
Developer Tools
0 0%
100% 100
Data Extraction
100 100%
0% 0
Code Autocomplete
0 0%
100% 100

User comments

Share your experience with using Diffbot and Amazon CodeWhisperer. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Diffbot and Amazon CodeWhisperer

Diffbot Reviews

Best Data Scraping Tools
Diffbot uses computer vision, unlike any other tools to identify relevant information on a page. As long as the page looks the same visually, the web scrapers will never break even if the HTML structures change.
Creating an Automated Text Extraction Workflow — Part 1
The 600 lbs gorilla, Diffbot, comes with a swath of solid APIs but starts at $300, which is ridiculous if you’re just extracting text. Scrapinghub’s News API, Extractor API, and plenty more are better priced if you want an affordable alternative; plus, Extractor API includes a visual online tool for extracting hundreds of articles at once, if you want to do things via UI.
Source: medium.com

Amazon CodeWhisperer Reviews

10 Best Github Copilot Alternatives in 2024
Amazon CodeWhisperer is an AI code completion tool that helps developers write code faster and with fewer errors. If you’re looking for a GitHub Copilot alternative, Amazon CodeWhisperer is a strong choice, especially for developers already using AWS.
The Best GitHub Copilot Alternatives for Developers
CodeWhisperer is an AI code generator tool launched by Amazon Web Services (AWS) in 2022. It was based on large language models (LLMs) and trained on a billion lines of code from open-source repositories, internal Amazon repositories, API docs, and forums. Using ML and AI algorithms, CodeWhisperer analyzes code in real-time and generates suggestions from snippets to full...
Source: softteco.com
6 GitHub Copilot Alternatives You Should Know
Amazon CodeWhisperer, developed by AWS, is an AI-driven coding assistant designed to help developers write code more efficiently. It too is based on LLMs and was trained based on Amazon’s proprietary code and open source libraries. CodeWhisperer provides code recommendations based on the context of the code and the comments written by the developer. It supports multiple...
Source: swimm.io
Top 31 ChatGPT alternatives that will blow your mind in 2023 (Free & Paid)
Amazon has developed an exclusive alternative of ChatGPT called Codewhisperer to give developers an efficient way to pinpoint, comprehend and debug code problems.
Source: writesonic.com
Top 10 GitHub Copilot Alternatives
Amazon CodeWhisperer, driven by machine learning (ML), assists developers in increasing productivity by producing code recommendations based on their natural language comments and code in the integrated development environment (IDE).
Source: hashdork.com

Social recommendations and mentions

Based on our record, Amazon CodeWhisperer seems to be a lot more popular than Diffbot. While we know about 29 links to Amazon CodeWhisperer, we've tracked only 1 mention of Diffbot. 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.

Diffbot mentions (1)

  • Social Impact Trends / Emergent Issues using Data Science
    I work in non-profit/social impact and I'm trying to get a snapshot of themes/issues that concern a subset of organizations (say a total of 500) in our network via news/articles that these orgs may have published or that these orgs may have been referenced in within the last 30-60 days. Using Diffbot (diffbot.com), I can get a list of articles, news, content etc. That relate to these orgs. Understandably, this... Source: almost 3 years ago

Amazon CodeWhisperer mentions (29)

  • Data Broken - Opt out of the data broker nightmare with Privotron and Amazon Q Developer
    To this end Amazon Q Developer has been instrumental in making this application easy to extend by non-developers, allowing for the use of human-readable YAML "playbooks" that explain exactly how the opt out should work. It also was crucial at helping write clear documentation with meaningful examples. It also automated adding a number of convenience features, like user profiles so users do not have to re-enter... - Source: dev.to / 4 days ago
  • What Would a Live Stream Look Like on a Commodore 64?
    This morning my buddy Raymond Camden shared a fun little experiment. He has been playing around with a bit of "vibe coding", and decided to ask Claude to create a simple HTML file to take an image from the DOM and generate a "pixel art" version of that image. I was immediately curious if I could get Amazon Q Developer to create a similar demo to pixelate a webcam in real-time. This led me down quite a fun path... - Source: dev.to / 13 days ago
  • Turbo Charge the Amazon Q Developer CLI with MCP Servers
    If you have not yet discovered Amazon Q Developer, I encourage you to install it and try it out. Like all good generative-AI powered coding assistants, it can integrate with your favorite IDE and provide invaluable assistance to you while you develop your projects. It also includes the Amazon Q Developer CLI, which is a command line based assistant that you can launch with q chat from your favorite terminal. As of... - Source: dev.to / 15 days ago
  • Amazon Q Developer CLI: New AI Coding Agent Enhances Experience
    To explore these capabilities, visit Amazon Q Developer and check the AWS regions where this feature is available. - Source: dev.to / 21 days ago
  • How I built a spelling game with AWS Serverless and GenAI
    For the frontend, I have used a simple single page application built with Vue.js. I have very limited knowledge on frontend technologies. Because of that, I used Amazon Q Developer on VSCode to implement the frontend application. - Source: dev.to / about 1 month ago
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What are some alternatives?

When comparing Diffbot and Amazon CodeWhisperer, you can also consider the following products

import.io - Import. io helps its users find the internet data they need, organize and store it, and transform it into a format that provides them with the context they need.

Codeium - Free AI-powered code completion for *everyone*, *everywhere*

Octoparse - Octoparse provides easy web scraping for anyone. Our advanced web crawler, allows users to turn web pages into structured spreadsheets within clicks.

GitHub Copilot - Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

Content Grabber - Content Grabber is an automated web scraping tool.

Tabnine - TabNine is the all-language autocompleter. We use deep learning to help you write code faster.