Software Alternatives, Accelerators & Startups

Google Cloud Platform VS Endtest

Compare Google Cloud Platform VS Endtest and see what are their differences

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Google Cloud Platform logo Google Cloud Platform

Google Cloud provides flexible infrastructure, end-to-security, modern productivity, and intelligent insights engineered to help your business thrive.

Endtest logo Endtest

The agentic AI platform for end-to-end test automation.
  • Google Cloud Platform Landing page
    Landing page //
    2023-08-02

Google Cloud accelerates every organizationโ€™s ability to digitally transform its business and industry by delivering enterprise-grade solutions that leverage Googleโ€™s cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.

  • Endtest Homepage
    Homepage //
    2026-05-14
  • Endtest Endtest AI Test Creation Agent
    Endtest AI Test Creation Agent //
    2026-05-14
  • Endtest Endtest Run Web Test
    Endtest Run Web Test //
    2026-05-14
  • Endtest Endtest Scheduler
    Endtest Scheduler //
    2026-05-14
  • Endtest Endtest Self-Healing
    Endtest Self-Healing //
    2026-05-14
  • Endtest Endtest Visual Testing
    Endtest Visual Testing //
    2026-05-14

Endtest is an agentic AI platform for end-to-end test automation that helps teams create, run, maintain, and scale automated tests faster, without writing code. It combines a low-code testing interface with AI agents that can generate editable tests, assist with maintenance, import tests from external files, and automate real-world workflows across web, mobile, API, database, email, SMS, file, visual, and accessibility testing.

Users can create tests manually, record them, import them, or generate them with the AI Test Creation Agent. Unlike generic AI tools that produce fragile code or black-box results, Endtest creates standard editable test steps that can be reviewed, modified, reused, and executed like any other Endtest test. This gives teams the speed of AI while preserving control, transparency, and maintainability.

Endtest is built for developers, QA teams, product managers, startup founders, and organizations that want reliable automated testing without maintaining a custom framework. It supports CI/CD integration, cross-browser testing, real devices and browsers, geolocation testing, API checks, database validation, file handling, email and SMS verification, detailed reports, and self-healing tests that reduce maintenance when application elements change.

With unlimited AI usage and unlimited test executions, Endtest helps teams adopt AI-powered testing at scale without tokens, credits, or usage-based limits. By combining agentic AI, low-code automation, broad testing coverage, cloud execution, and self-healing capabilities, Endtest helps teams ship more reliable software faster while keeping full control over the testing process.

Endtest

Website
endtest.io
$ Details
paid Free Trial $175 / Monthly
Platforms
Browser Android iOS Web REST API Google Chrome Firefox Edge Safari Internet Explorer
Release Date
2016 September
Startup details
Country
United States
State
Delaware
City
Dover
Employees
20 - 49

Google Cloud Platform features and specs

  • Scalability
    Google Cloud Platform offers highly scalable services that can grow with your needs, allowing businesses to handle varying loads effectively.
  • Global Infrastructure
    GCP has data centers across the globe, providing low latency and high availability for users worldwide.
  • Advanced Security
    Google Cloud provides robust security features, including strong data encryption, identity management, and regular security audits.
  • Machine Learning and AI
    GCP offers advanced machine learning and AI platforms such as TensorFlow and AutoML, which facilitate the development of sophisticated AI solutions.
  • Cost Management Tools
    GCP provides tools like cost analysis, budgeting, and reporting to help manage and optimize cloud expenditure.

Possible disadvantages of Google Cloud Platform

  • Complex Pricing Structure
    Google Cloud Platform's pricing can be complex and difficult to understand, which might lead to unexpected expenses if not monitored carefully.
  • Service Maturity
    Some of GCP's newer services are not as mature or feature-rich as similar offerings from competitors like AWS and Azure.
  • Steeper Learning Curve
    For individuals and organizations new to cloud platforms, GCP can have a steeper learning curve compared to some other providers.
  • Support Costs
    Premium support tiers can be expensive, limiting options for smaller businesses or individual users seeking timely and efficient support.
  • Region Availability
    Not all GCP services are available in every region, which may be a limitation for businesses operating in specific geographic areas.

Endtest features and specs

  • AI Test Creation Agent
    Generate editable automated tests from plain-language instructions, files, or imported test definitions.
  • Codeless Test Automation
    Endtest allows users to create automated tests without writing any code, making it accessible to users with limited programming skills.
  • Cross-Browser Testing
    The platform supports cross-browser testing, allowing users to ensure their applications work on various browsers like Chrome, Firefox, Safari, and Edge.
  • No-Code Test Automation
    Create, run, and maintain automated tests through an intuitive interface without writing code.
  • Self-Healing Tests
    Automatically recover from changed element locators to reduce broken tests and maintenance work.
  • Visual Testing
    Endtest offers visual testing capabilities which can automatically detect visual differences in the UI, helping to catch design-related issues.
  • Agentic AI Test Automation
    Use AI agents that can generate, adapt, and assist with automated tests across complex workflows.
  • AI Assertions
    Use AI to validate complex page content, behavior, or outcomes without writing detailed manual checks.
  • Email / SMS Testing
    Verify email and SMS flows such as signups, login codes, notifications, and confirmations.
  • PDF and File Testing
    Test file uploads, downloads, PDF content, and document-based workflows automatically.
  • Accessibility Testing
    Check applications for accessibility issues and help teams build more inclusive user experiences.
  • Geolocation Testing
    Run tests from different locations to validate localized content, regional behavior, and location-based flows.
  • Integration
    It supports integration with popular CI/CD tools like Jenkins, Travis CI, and CircleCI, streamlining the deployment pipeline.
  • User-Friendly Interface
    The interface is intuitive and user-friendly, making it easy for users to navigate and set up their tests.
  • Cloud-Based
    Being a cloud-based solution, Endtest allows users to execute tests without needing local infrastructure, improving scalability and flexibility.

Analysis of Google Cloud Platform

Overall verdict

  • Google Cloud Platform is generally regarded as a strong contender in the cloud service market, suitable for businesses and developers looking for reliable, scalable cloud solutions.

Why this product is good

  • Google Cloud Platform (GCP) is considered good due to its robust infrastructure, global network, strong data analytics and machine learning tools such as BigQuery and TensorFlow, and a wide array of services catering to compute, storage, networking, and beyond. It also offers flexible pricing options, integration with open-source tools, and strong security features.

Recommended for

  • Businesses seeking scalable cloud solutions
  • Developers needing strong support for data analytics and machine learning
  • Companies that prioritize security and privacy
  • Enterprises looking for a global network infrastructure
  • Startups interested in flexible pricing models

Analysis of Endtest

Overall verdict

  • Endtest is considered a good choice for teams seeking a reliable and straightforward test automation solution, particularly those who prefer a codeless approach. Its ease of use, combined with a robust feature set, makes it well-suited for various testing scenarios.

Why this product is good

  • Endtest is a user-friendly, codeless test automation tool that allows testers to create and execute tests without having to write complex code. It supports a wide range of platforms and technologies, which makes it versatile for most testing needs. It also offers features such as built-in test data management, parallel test execution, and integrations with CI/CD tools for streamlined workflows.

Recommended for

    Endtest is recommended for QA teams who are transitioning from manual to automated testing, organizations that lack extensive coding expertise within their testing teams, and companies that need to automate tests across multiple platforms quickly and efficiently.

Google Cloud Platform videos

Amazon Web Services vs Google Cloud Platform - AWS vs GCP | Difference Between GCP and AWS

More videos:

  • Review - Welcome to Google Cloud Platform - the Essentials of GCP
  • Review - Hosting a Website on Google Cloud Platform | Free Hosting
  • Review - Google Cloud Platform (GCP) - Beginner Series | Lesson #2 Learn all GCP products in 10 mins
  • Review - Benefits of Google Cloud Platform

Endtest videos

Endtest Visual Testing

More videos:

  • Demo - Endtest Self-Healing Tests
  • Demo - Endtest AI Test Creation Agent

Category Popularity

0-100% (relative to Google Cloud Platform and Endtest)
Cloud Computing
100 100%
0% 0
Automated Testing
0 0%
100% 100
Cloud Infrastructure
100 100%
0% 0
Website 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 Google Cloud Platform and Endtest

Google Cloud Platform Reviews

Database Management Systems (DBMS) Comparison: SQL Server, MySQL, PostgreSQL, MongoDB, Oracle
Google Cloud shines as a comprehensive suite of database solutions, which include Cloud SQL, Firestore, Bigtable, and Spanner. It caters to a wide range of workloads, from analytics to enterprise applications. Its robust integration with Googleโ€™s ecosystem ensures seamless performance for multi-cloud and hybrid environments.
Source: blog.devart.com
10 Best Web Hosting Companies in India(December 2023)
Google Cloud consistently performs well in load tests, handling high traffic volumes with minimal impact on website performance.
Source: www.vikatan.com
Best Dedicated Server Providers for E-commerce Businesses in India
Big Data and Analytics: Using Googleโ€™s data processing resources, Google Cloud provides dependable big data and analytics solutions, enabling your e-commerce business to make data-driven decisions.
The Best Dedicated Server Operating System for UK-Based Business
Google Cloud offers automated backup and disaster recovery options and effortlessly connects with other Google services. Because of its affordable high-performance computing costs, businesses may continue to lead the way in technological innovation in the digital sphere.
Source: featurestic.com
The Best Dedicated Servers for Enterprise Businesses in India: Scalable and Reliable
The cutting-edge architecture of Google Cloud is one of its most distinctive features. Their dedicated servers are constructed on top-notch hardware, utilizing Googleโ€™s extensive network and technological know-how to provide great performance, stability, and reliability. Businesses may easily support their mission-critical workloads by relying on the infrastructure of Google...
Source: india07.in

Endtest Reviews

  1. Navnit Singh
    ยท Marketing at TalentXpert ยท
    TestNinja - A Codeless Web UI Test Automation

    Also TestNinja, which is the next-generation codeless test automation for web apps.

    ๐Ÿ Competitors: TestingWhiz
  2. Matt Murdock
    ยท Tech Support at Endtest ยท
    Fastest way to build automated tests

    Works as expected.

    ๐Ÿ‘ Pros:    Fast|Stable|Reliable|Affordable|Secure

Top Selenium Alternatives
Endtest is a codeless test automation platform that simplifies the process of creating, managing, and executing automated tests. Its intuitive interface is designed for ease of use, and it includes powerful features such as conditional logic and loops. Endtest allows for quick setup and execution of automated end-to-end tests without the need for deep technical knowledge.
Source: bugbug.io
Top 10 Best Selenium Alternatives You Should Try
Endtest is a solid and powerful UI testing platform that provides a varied range of operating systems, platforms, devices and browsers. Automation testing of web applications is done through Endtest without any coding.

Social recommendations and mentions

Based on our record, Google Cloud Platform seems to be a lot more popular than Endtest. While we know about 210 links to Google Cloud Platform, we've tracked only 8 mentions of Endtest. 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.

Google Cloud Platform mentions (210)

  • Why AI Apps Fail in Production (And How Google Solved It)
    A Safe, Live Data Layer: Instead of testing in a vacuum with fake data, developers bootstrap ideas using Google AI Studio templates. These hook into a secure Google Cloud proxy server that grants pre-authenticated, read-only API access to live components - like playlists, videos, and channels. You get technical accuracy without any risk of polluting or crashing core databases. - Source: dev.to / 2 months ago
  • How to Stream Live Forex Rates to Google Sheets API: A Complete Guide
    For sheets that need to move in real time, pair our WebSocket feed with a small bridge running on a Google Cloud function. Our WebSocket candles guide shows a reconnect-safe pattern in Node.js, and the low-latency forex dashboard use case covers the same idea end to end. WebSocket access begins on the Plus plan. - Source: dev.to / 3 months ago
  • 7 Free Tools for Managing Secrets and Environment Variables in Web Projects
    Google Cloud Secret Manager and Azure Key Vault offer equivalent capabilities for applications on those platforms, with similar integration into the respective container and serverless runtimes. If your application is already running on a cloud platform, the native secrets manager is usually the right choice before evaluating a self-hosted alternative. - Source: dev.to / 4 months ago
  • This is Cloud Run: A Decision Guide for Developers
    Cloud Run is a fully managed serverless platform on Google Cloud that runs containers. You give it code, it gives you a URL. No clusters to provision, no nodes to manage, no load balancers to configure. You bring the code; Google handles everything else. - Source: dev.to / 5 months ago
  • ๐Ÿฆž I Self-Hosted OpenClaw on AWS for $0 โ€” No Open Ports, No SaaS, No Compromise (Using TailScale)
    One thing worth knowing: Google Cloud gives you $300 in free credits when you create a new account. If youโ€™re just experimenting and testing things out, this is genuinely useful โ€” you can run Gemini at full capacity for weeks without paying a cent. Just go to cloud.google.com, create an account, and the credits are much higher. Well worth setting up before you start. - Source: dev.to / 6 months ago
View more

Endtest mentions (8)

  • Most CI Failures Are Environment Failures
    At Endtest, we have been working toward results that show the failed step, the surrounding logs, screenshots, and the information needed to investigate what happened. AI-assisted failure analysis can help suggest a likely cause, but it should always point back to the evidence. - Source: dev.to / 18 days ago
  • The Framework Tax Is a Product Decision
    At Endtest, we have always believed that tests should remain human-readable and editable, even when AI helps create them. Features such as the AI Test Creation Agent are useful because they compress the tedious part without turning the result into a black box. - Source: dev.to / 18 days ago
  • A Passing Browser Test Is Not an Explanation
    Whether you build your own stack or use a managed platform such as Endtest, the objective should be the same:. - Source: dev.to / 19 days ago
  • The Test Automation Tax Nobody Budgets For
    For example, the Endtest AI Test Creation Agent can help translate a natural-language instruction into test steps, while the resulting test remains visible and editable. AI Assertions can evaluate behavior that is difficult to capture with a rigid text comparison, but the broader workflow still needs to be understandable by the team. - Source: dev.to / 19 days ago
  • Your CI Failure Probably Is Not Random
    This is where modern automation platforms can save significant time. Whether you use a managed platform such as Endtest or your own Playwright or Selenium infrastructure, the run should produce an investigation package. - Source: dev.to / 19 days ago
View more

What are some alternatives?

When comparing Google Cloud Platform and Endtest, you can also consider the following products

Amazon AWS - Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

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

Microsoft Azure - Windows Azure and SQL Azure enable you to build, host and scale applications in Microsoft datacenters.

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

DigitalOcean - Simplifying cloud hosting. Deploy an SSD cloud server in 55 seconds.

Ghost Inspector - Easily create automated browser tests for your websites and web apps. Ensure everything works and looks the way it should. No coding required. 14 day free trial!