Software Alternatives, Accelerators & Startups

Amazon Machine Learning VS LambdaTest

Compare Amazon Machine Learning VS LambdaTest and see what are their differences

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Amazon Machine Learning logo Amazon Machine Learning

Machine learning made easy for developers of any skill level

LambdaTest logo LambdaTest

Perform Web Testing on 2000+ Browsers & OS
  • Amazon Machine Learning Landing page
    Landing page //
    2023-03-13
  • LambdaTest Landing page
    Landing page //
    2023-09-09

LambdaTest is a cloud-based cross browser testing platform that helps enterprises run web automation tests at scale (through parallel testing).

Selenium Automation Grid and Cypress CLI on LambdaTest You can attain better browser coverage by running tests across 2,000+ different browsers, devices, and operating systems online. LambdaTest provides a secure, scalable, and reliable cloud-based Selenium Grid that helps run Selenium tests at a faster pace. The Cypress CLI on LambdaTest, helps you expand Cypress test coverage to 40+ browser versions across Windows and macOS platforms. Along with automation testing, you can also perform manual tests, visual UI tests, and real-time tests.

**LT Browser - Responsive Web Testing* Additionally, LambdaTest also offers complimentary access of LT browser - a path-breaking developer-oriented tool that helps assess the responsiveness of your website. LT Browser eases the task of mobile testing as responsive tests can run against 50+ different device resolutions. You can also create custom device (or viewports) and test localhost URL without any extensions (or tunnels).

LambdaTest

$ Details
freemium $15.0 / Monthly
Platforms
Browser Windows Android Web iOS Google Chrome Mac OSX Firefox Safari
Release Date
2017 January
Startup details
Country
United States
State
California
Founder(s)
Asad Khan
Employees
100 - 249

Amazon Machine Learning features and specs

  • Scalability
    Amazon Machine Learning can handle increased workloads easily without significant changes in the infrastructure, making it ideal for growing businesses.
  • Integration with AWS
    Seamlessly integrates with other AWS services like S3, EC2, and Lambda, simplifying data storage, processing, and deployment.
  • Ease of Use
    User-friendly AWS Management Console and APIs make it easier for developers to build, train, and deploy machine learning models without needing deep ML expertise.
  • Performance
    Offers high-performance computing capabilities that can accelerate the training and inference processes for machine learning models.
  • Cost-Effective
    Pay-as-you-go pricing model ensures that you only pay for what you use, making it a cost-effective solution for various ML needs.
  • Prebuilt AI Services
    Provides prebuilt, ready-to-use AI services like Amazon Rekognition, Amazon Comprehend, and Amazon Polly, which simplify the implementation of complex ML solutions.

Possible disadvantages of Amazon Machine Learning

  • Complexity
    While the service is designed to be user-friendly, the underlying complexity of Machine Learning algorithms and models can be a barrier for novice users.
  • Vendor Lock-In
    Using Amazon Machine Learning extensively may lead to dependency on AWS services, making it difficult to switch providers or integrate with non-AWS services in the future.
  • Cost Management
    Although pay-as-you-go is cost-effective, if not managed properly, costs can quickly escalate especially with extensive use and large-scale data processing.
  • Limited Customization
    Prebuilt models and services may lack the level of customization needed for highly specialized use-cases requiring unique algorithms or configurations.
  • Data Privacy
    Storing and processing sensitive data on an external service may raise concerns regarding data privacy and compliance with data protection regulations.
  • Learning Curve
    Despite its ease of use, there is still a learning curve associated with mastering the AWS ecosystem and effectively utilizing its machine learning capabilities.

LambdaTest features and specs

  • Selenium Grid For Mobile Web-Automation Testing
  • Selenium Web Testing Automation
  • Parallel Testing For Goto Market Launch
  • API for Continuous Testing
  • Live Interactive Browser Compatibility Testing
  • Continuous Testing with Continuous Integration Tools
  • LT Browser App for Responsive Testing
  • Faster Automated Screenshot Testing

Analysis of Amazon Machine Learning

Overall verdict

  • Amazon Machine Learning is a good fit for businesses that need a reliable cloud-based machine learning platform, especially those already utilizing AWS services. Its scalability and integration capabilities make it suitable for a wide range of machine learning tasks.

Why this product is good

  • Amazon Machine Learning offers scalable solutions integrated with AWS services, making it a strong choice for users already within the AWS ecosystem. Its tools are built to handle large datasets and provide robust infrastructure, contributing to ease of deployment and management. Additionally, the service enables developers and data scientists to build sophisticated models without requiring deep machine learning expertise.

Recommended for

  • Developers and data scientists seeking seamless integration with AWS cloud services.
  • Organizations handling large-scale data analyses and machine learning projects.
  • Enterprises that prioritize scalability and flexibility in their machine learning operations.
  • Teams looking for a platform that supports both novice and expert users with varying levels of machine learning expertise.

Amazon Machine Learning videos

Introduction to Amazon Machine Learning - Predictive Analytics on AWS

More videos:

  • Tutorial - AWS Machine Learning Tutorial | Amazon Machine Learning | AWS Training | Edureka

LambdaTest videos

Cross Browser Testing Using LambdaTest | LambdaTest Tutorial | Selenium Training | Edureka

More videos:

  • Tutorial - LambdaTest Cross Browser Testing Tool Tutorial
  • Review - LambdaTest vs BrowserStack - Browser Compatibility Testing Tools Reviews

Category Popularity

0-100% (relative to Amazon Machine Learning and LambdaTest)
AI
100 100%
0% 0
Website Testing
0 0%
100% 100
Developer Tools
100 100%
0% 0
Automated Testing
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 Amazon Machine Learning and LambdaTest

Amazon Machine Learning Reviews

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LambdaTest Reviews

  1. Alina-Novikava
    · Software QA Engineer at uTest ·
    LambdaTest an essential tool for cross browser compatibility

    Initially we were skeptical whether a cloud infrastructure would be able to give us the flexibility, speed and browser coverage we need for our agile sprints. But LambdaTest has been a complete value for money to us.

    They usually get the latest browsers on-board under 2 weeks time and are never compromising the experience over legacy browsers at the same time. The machines are quick to load and we rely heavily over the Monday integration, it helps us share screenshots instantly among ourselves without having to be stuck in long email chains.

    We have been using LambdaTest for around 8 months and it has been so far so good.

    🏁 Competitors: Sauce Labs, CrossBrowserTesting
    👍 Pros:    Underpass app, very helpful for local testing on development environment|Stability is good, downtimes are notified if any|Up to date with latest browsers and os like safari 14, macos big sur|Integrations with monday, jira, and more prominent tools
    👎 Cons:    Need more devices for screenshot testing|Would love to see mobile application testing
  2. Lee Jelley
    · DevOps & Cloud Engineer at Contino ·
    LambdaTest Our Go-To Platform For Selenium Testing

    LambdaTest has made our testing process less tedious with automated parallel testing. Builds that took days to complete with in-house infrastructure were executed in a couple hours. Parallel testing has helped us with faster feedback loops to scale up our go to market efforts.

    Having a global user base we have active traffic from varied locations and testing on multiple platforms and browsers is a continuous process for the team. The feature that stands out for us is geolocation testing, all you need to do is run the capabilities and test the website for the desired location. We use Azure Pipelines for CI/CD and LambdaTest extension for Azure has helped us get a seamless testing experience for our privately hosted projects. Thanks to that we are now able to easily ensure browser compatibility for all the changes before we move them to Prod. Kudos to the team!

    🏁 Competitors: Sauce Labs, CrossBrowserTesting
    👍 Pros:    Support team is very active|Extensions to perform testing with ci/cd tools like azure pipelines|Always up to date with latest browsers|Offers 70+ integrations, glad to see it integrates with jira|Affordable pricing option
    👎 Cons:    Cypress integration is missing|Native app testing is not available yet
  3. Rod Morales
    · Front End Developer at SavvyCard ·
    Easy, Useful and provides lots of data for debugging

    Have been using Lambdatest for around 6 months now, and could say that it’s a useful testing tool for our team. Offering great combinations of browsers and operating systems for you to test on and most importantly there are many types of additional logs that come with each test which helps in debugging.. Glad to see the integration with Travis CI due to which we could optimally use this tool with our CI CD pipelines directly. We were able to effectively run TestNG and Selenium tests using their documentation and as an added advantage their support team is quick and helpful

    🏁 Competitors: Sauce Labs, CrossBrowserTesting
    👍 Pros:    Detailed documentation, helps you with quick implementation|Apis for extracting test run data like logs and run video|Good community to help to dig deep for possible outcomes.|Screenshot testing feature|Integration with jira
    👎 Cons:    There is a latency in a single test when compared to a local machine. maybe because of the cloud? so you have to run in parallel to cut down on testing times.

Top Selenium Alternatives
Lambdatest is a comprehensive browser automation tool that provides a cloud-based platform for automated and manual cross-browser testing. With support for a plethora of browser and OS combinations, it ensures that web applications perform consistently in various environments. Lambdatest integrates well with CI/CD pipelines, supports visual regression testing, and offers...
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LambdaTest comes with Native App Testing features that let you conduct online live interactive native mobile app testing anywhere in the world by simply uploading your .apk file. Perform cross browser testing and run your automation tests at scale.
Source: theqalead.com
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It allows us to test on the latest mobile and desktop browsers on the cloud. We can ensure our website is compatible across all browsers and devices by performing Real-time cross Browser Compatibility testing with LambdaTest.

Social recommendations and mentions

Based on our record, LambdaTest should be more popular than Amazon Machine Learning. It has been mentiond 10 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.

Amazon Machine Learning mentions (2)

  • Rant + Planning to learn full stack development
    There’s also the ML as a service (MLaaS) movement that lowers the barrier for common ML capabilities (eg image object detection and audio transcription). Basically, you use APIs. See: https://aws.amazon.com/machine-learning/. Source: almost 3 years ago
  • Ask the Experts: AWS Data Science and ML Experts - Mar 9th @ 8AM ET / 1PM GMT!
    Do you have questions about Data Science and ML on AWS - https://aws.amazon.com/machine-learning/. Source: over 4 years ago

LambdaTest mentions (10)

  • Testing Transformed: QA’s New Role in Digital Transformation
    AI-Powered Testing: You’ve heard enough about this on LinkedIn & elsewhere on the internet. We’ve seen enough proof that it is unlikely to be a passing cloud. I don’t have specific advice on where you can use these ML, NLP, and LLM technologies, but I already see a lot of testers beginning to use it for test case development, coding & writing emails. Tools like LambdaTest are already leveraging AI to enhance test... - Source: dev.to / 3 months ago
  • Agile Traceability: Connecting the Dots Without Slowing Down – Part 2
    Tools like LambdaTest offer automated traceability features designed to keep your workflows smooth and your team aligned with what matters most. As your projects evolve, LambdaTest scales with you, providing a simple yet effective way to connect the dots, and helping your team stay focused on delivering great results without the extra hassle. - Source: dev.to / 4 months ago
  • Pyppeteer Tutorial: The Ultimate Guide to Using Puppeteer with Python
    Import asyncio Import pytest From pyppeteer.errors import PageError From urllib.parse import quote Import os Import sys From os import environ From pyppeteer import connect, launch Exec_platform = os.getenv('EXEC_PLATFORM') Test_url = 'https://lambdatest.com/' # Selectors of the page # Pytest fixture for browser setup @pytest.fixture(scope='function') Async def browser(): if exec_platform == 'local': ... - Source: dev.to / over 1 year ago
  • Simplify Your Debugging Process With Enhanced LT Debug 2.0
    If you want to perform cross-domain Ajax requests faster, adding the (Access-Control-Allow-Origin: *) rule to your response header will allow you to do so. For example, you can bypass CORS on lambdatest.com when you turn it on while accessing the resources. - Source: dev.to / about 2 years ago
  • Testing Modern Applications With Playwright 🎭
    Const { webkit, chromium } = require('playwright'); (async () => { const browser = await chromium.launch(); const page = await browser.newPage(); // Listen for all console logs page.on('console', msg => console.log(msg.text())) // Listen for all console events and handle errors page.on('console', msg => { if (msg.type() === 'error') ... - Source: dev.to / about 2 years ago
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What are some alternatives?

When comparing Amazon Machine Learning and LambdaTest, you can also consider the following products

Machine Learning Playground - Breathtaking visuals for learning ML techniques.

BrowserStack - BrowserStack is a software testing platform for developers to comprehensively test websites and mobile applications for quality.

Apple Machine Learning Journal - A blog written by Apple engineers

Sauce Labs - Test mobile or web apps instantly across 700+ browser/OS/device platform combinations - without infrastructure setup.

Lobe - Visual tool for building custom deep learning models

Selenium - Selenium automates browsers. That's it! What you do with that power is entirely up to you. Primarily, it is for automating web applications for testing purposes, but is certainly not limited to just that.