{"id":18513,"date":"2026-06-16T18:00:24","date_gmt":"2026-06-16T18:00:24","guid":{"rendered":"https:\/\/testgrid.io\/blog\/?p=18513"},"modified":"2026-06-16T18:00:27","modified_gmt":"2026-06-16T18:00:27","slug":"testmu-ai-alternatives","status":"publish","type":"post","link":"https:\/\/testgrid.io\/blog\/testmu-ai-alternatives\/","title":{"rendered":"Best TestMu AI Alternatives: Features, Pricing, Comparison, and Use Cases"},"content":{"rendered":"\n<p>TestMu AI has been a preferred option for development and QA teams because of its robust test automation, broad browser coverage, scalable infrastructure, and growing AI capabilities.<\/p>\n\n\n\n<p>However, certain issues like modular pricing, which bundles multiple products into a single bill, occasional iOS simulator lags during peak hours, or real-device sessions returning \u2018device not available\u2019 have led teams to look for more flexible alternatives.<\/p>\n\n\n\n<p>Therefore, we have tested and created a list of the top TestMu AI alternatives along with their features, use cases, and pricing to help teams evaluate platforms that better address their scalability, automation, and quality engineering needs.<\/p>\n\n\n\n<p>Leverage enterprise-grade agentic test automation with CoTester. <a href=\"https:\/\/public.testgrid.io\/signup?form=cotester-starter-package\">Request a trial<\/a>.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p style=\"font-size:25px\"><strong>TestMu AI Alternatives Overview<\/strong><\/p>\n\n\n\n<section class=\"wp-block-custom-tldr-summary tldr-block\"><p class=\"tldr-label\">TL;DR<\/p><ul class=\"tldr-list\"><li><span><strong>CoTester by TestGrid <\/strong>&#8211; AI-powered testing agent focused on test creation and execution, with strong support for complex business apps, self-healing, and scalable automation<\/span><\/li><li><span><strong>Sauce Labs<\/strong> &#8211; Continuous testing cloud providing real device and browser coverage, CI\/CD integrations, and scalable execution for web and mobile testing<\/span><\/li><li><span><strong>Testsigma <\/strong>&#8211; unified testing platform to automate and manage testing across web, mobile, API, SAP, and Salesforce apps<\/span><\/li><li><span><strong>Perfecto <\/strong>&#8211; cloud-based testing platform providing access to real devices and enterprise testing capabilities<\/span><\/li><li><span><strong>Testlio <\/strong>&#8211; AI-driven testing platform with a global network of expert testers, real-world devices, and centralized test management<\/span><\/li><li><span><strong>Virtuoso QA<\/strong> &#8211; AI-first test automation platform with natural language test authoring, self-healing execution, and end-to-end workflow validation<\/span><\/li><li><span><strong>QA Wolf <\/strong>&#8211; AI testing platform and managed service that autonomously creates, runs, and maintains tests<\/span><\/li><li><span><strong>Testim <\/strong>&#8211; AI-driven test automation tool for enabling fast test creation, self-healing locators, and parallel execution for modern web and mobile apps<\/span><\/li><\/ul><\/section>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why Consider TestMu AI Alternatives in 2026?<\/strong><\/h2>\n\n\n\n<p>Despite TestMu AI\u2019s robust testing features like cross-browser testing, real-device testing, <a href=\"https:\/\/testgrid.io\/blog\/test-automation\/\">automated testing<\/a>, AI-assisted quality workflows, parallel test execution, and cloud-based testing infrastructure, a few limitations push users to look for its alternatives.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Occasional performance lag during test execution<\/strong> &#8211; users say that response times are particularly slow during live sessions and peak usage periods<\/li>\n\n\n\n<li><strong>Real-device testing performance can be inconsistent <\/strong>&#8211; cloud-hosted devices may not always deliver the same responsiveness as actual hardware, which makes performance validations less accurate<\/li>\n\n\n\n<li><strong>Local tunnel setup can be tricky <\/strong>&#8211; configuring and troubleshooting local testing tunnels, especially when working with complex network environments, may be challenging<\/li>\n\n\n\n<li><strong>Costs might increase if test requirements scale<\/strong> &#8211;\u00a0 if you\u2019re running large test suites or concurrent sessions, you may find costs rising as usage expands<\/li>\n\n\n\n<li><strong>Advanced features can have a learning curve<\/strong> &#8211; some users mention that fully utilizing advanced features needs additional time and training<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Best TestMu AI Alternatives for AI-Powered Automated Testing<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. CoTester<\/strong> by TestGrid<\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Autonomous AI-driven test creation, execution, and self-healing across enterprise testing workflows<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"911\" height=\"492\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/CoTester_AI.webp\" alt=\"TestGrid by CoTester an Best TestMu AI Alternative\" class=\"wp-image-18523\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/CoTester_AI.webp 911w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/CoTester_AI-300x162.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/CoTester_AI-768x415.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/CoTester_AI-150x81.webp 150w\" sizes=\"auto, (max-width: 911px) 100vw, 911px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\/cotester\">CoTester<\/a> is an AI-powered software testing agent that allows you to efficiently design, execute, and manage your tests. You can create tests that align with your app by simply sharing user stories in formats like CSV, PDF, or Word. The agent then uses this information to generate test cases for you.<\/p>\n\n\n\n<p>You don\u2019t need any predefined script to start testing with CoTester. You can start a conversation in plain English through its chat interface and describe your test requirements. You can simulate user actions and scenarios and validate them on real browsers and devices.<\/p>\n\n\n\n<p>CoTester gives you live feedback and test reporting so you can identify issues faster and resolve them before they reach your users. It adapts with every test execution to reduce flakiness in your tests and create more focused tests over time.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Interpret your app screen\u2019s visual, text, and layout with the help of a multi-modal Vision Language Model (VLM)<\/li>\n\n\n\n<li>Detect changes such as layout shifts, renamed elements, and redesigned screens, and update your tests dynamically with <a href=\"https:\/\/testgrid.io\/agentrx-ai-auto-heal-testing\">Cotester AgentRx<\/a><\/li>\n\n\n\n<li>Automatically flag and log bugs, and get clear visibility into issues the moment they happen<\/li>\n\n\n\n<li>Get detailed logs, screenshots, and step-by-step results after every test execution<\/li>\n\n\n\n<li>Customize how and when tests run, and align automation to your stack<\/li>\n\n\n\n<li>Store all your uploaded files and generated assets in a searchable repository<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CoTester Starter Package<\/strong>: Starts at $199 per seat\/month (minimum 4 seats; includes 4 devices\/browsers and 5,000 tokens)<\/li>\n\n\n\n<li><strong>CoTester Growth Package<\/strong>: Custom pricing (includes all Starter features + marketplace integrations)<\/li>\n\n\n\n<li><strong>Enterprise Test Infra (On-Prem \/ Hosted<\/strong>): Custom pricing (dedicated test lab for segregated enterprise teams)<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If your team is new to <a href=\"https:\/\/testgrid.io\/blog\/agentic-ai-testing\/\">agentic test automation<\/a>, it might need some effort during onboarding, but support is always available<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. Sauce Labs<\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Enterprise-scale cross-browser, cross-device, and mobile app testing across a fully managed cloud infrastructure<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"450\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs-1024x450.webp\" alt=\"Sauce Labs\" class=\"wp-image-18522\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs-1024x450.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs-300x132.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs-768x337.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs-1536x674.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs-150x66.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/SauceLabs.webp 1861w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\/comparison\/saucelabs\">Sauce Labs<\/a> is an all-in-one solution for web and mobile testing that offers you features like continuous testing, debugging, visual regression testing, crash and error reporting, and AI-driven test analysis. It helps you ensure quality at every stage of your <a href=\"https:\/\/testgrid.io\/blog\/software-development-life-cycle\/\">development cycle<\/a> with the help of AI agents. You can test your apps on real devices, virtual emulators and simulators, and multiple browsers.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Turn your user journeys and test intent into comprehensive, stable tests with AI-powered test authoring<\/li>\n\n\n\n<li>Get visual graphs, trend summaries, and direct links to test data with the help of an AI agent<\/li>\n\n\n\n<li>Leverage automated data collection, error prioritization, and root cause analysis across multiple platforms<\/li>\n\n\n\n<li><a href=\"https:\/\/testgrid.io\/blog\/visual-testing\/\">Spot and fix visual errors<\/a> and inconsistencies across web browsers, mobile web, and your native mobile apps<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Live Testing<\/strong>: $49 per month<\/li>\n\n\n\n<li><strong>Virtual Device Cloud:<\/strong> $199 per month<\/li>\n\n\n\n<li><strong>Real Device Cloud<\/strong>: $249 per month<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The setup time can be longer compared to other platforms<\/li>\n\n\n\n<li>Pricing may escalate if your team needs to scale real-device testing<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. Testsigma<\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Unified agentic test automation enabling QA teams to create, execute, manage, and self-heal tests across web, mobile, API, and desktop from a single platform<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"420\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma-1024x420.webp\" alt=\"Testsigma unified test automation platform\" class=\"wp-image-18521\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma-1024x420.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma-300x123.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma-768x315.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma-1536x631.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma-150x62.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/testsigma.webp 1807w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\/comparison\/testsigma\">Testsigma<\/a> is a unified test automation platform that allows your QA team to create and automate tests in plain English or via GenAI. You can build and execute tests across browsers without writing any scripts, add visual checks through just a single click, and reduce your test maintenance with the help of <a href=\"https:\/\/testgrid.io\/blog\/self-healing-test-automation\/\">self-healing automation<\/a>. Plus, Testsigma\u2019s regression testing gives you maximum test coverage visualization.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Perform autonomous web tests across 3000+ different browsers and devices without any programming<\/li>\n\n\n\n<li>Seamlessly integrate <a href=\"https:\/\/testgrid.io\/blog\/api-testing-guide\/\">API tests<\/a> into UI flows or run them standalone with the help of Testsigma Copilot<\/li>\n\n\n\n<li>Automate your entire test management cycle, including sprint planning, test case generation, execution, and bug reporting<\/li>\n\n\n\n<li>Intelligently handle flaky tests and runtime issues for stable results with self-healing execution<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pro<\/strong>: Custom<\/li>\n\n\n\n<li><strong>Enterprise<\/strong>: Custom<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Some users report experiencing performance lags when executing large regression suites<\/li>\n\n\n\n<li>Limited flexibility for highly customized <a href=\"https:\/\/testgrid.io\/blog\/test-scenarios\/\">test scenarios<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. Perfecto<\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Testing highly dynamic, visually complex user experiences on real devices and browsers <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"516\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Perfecto-1024x516.webp\" alt=\"Perfecto Test Automation\" class=\"wp-image-18524\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Perfecto-1024x516.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Perfecto-300x151.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Perfecto-768x387.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Perfecto-150x76.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Perfecto.webp 1056w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\/comparison\/perfecto\" data-type=\"link\" data-id=\"https:\/\/testgrid.io\/comparison\/perfecto\">Perfecto<\/a> is an enterprise test automation platform for mobile apps. Its <a href=\"https:\/\/testgrid.io\/blog\/generative-ai-software-testing\/\" data-type=\"link\" data-id=\"https:\/\/testgrid.io\/blog\/generative-ai-software-testing\/\">GenAI<\/a> helps you build and execute tests in plain language and also generate injected test images for a smooth testing process. You can leverage the platform\u2019s <a href=\"https:\/\/testgrid.io\/blog\/ai-testing\/\">AI testing<\/a> to verify even the most complex use cases, including network virtualization, geolocation, and biometrics. The platform enables you to scale continuous testing for both virtual and real devices.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Create robust, zero-maintenance tests without brittle scripts or locators across your web, mobile, APIs, and UX environments<\/li>\n\n\n\n<li>Just state what you want to test in plain language, and Perfecto designs, executes, and maintains the test<\/li>\n\n\n\n<li>Detect changes in real time and reduce false positives that stall your releases<\/li>\n\n\n\n<li>Identify failure reasons, pinpoint hotspots, and reduce <a href=\"https:\/\/testgrid.io\/blog\/bug-tracking-software\/\">debugging <\/a>effort with the help of AI-powered root cause analysis<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Customized pricing available on request<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Some users report that sometimes devices are not available for testing<\/li>\n\n\n\n<li>The pricing can feel expensive for smaller teams or projects with budget constraints<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Testlio<\/strong><\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Managed crowdsourced testing, which delivers real-world user, device, and localization validation<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"415\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio-1024x415.webp\" alt=\"Testlio AI-powered testing platform\" class=\"wp-image-18527\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio-1024x415.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio-300x122.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio-768x312.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio-1536x623.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio-150x61.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testlio.webp 1866w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Testlio is an AI-powered testing platform that helps you run different types of tests, including manual, functional, accessibility, and payments testing. You can test your apps and websites on real devices, with real users, and across 100+ languages and 150+ countries. Testlio lets you assess how intuitive and user-friendly your product feels to ensure it meets user experience and drives engagement across markets.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Evaluate the entire customer buying journey, including transactions, integrations, usability, and compliance<\/li>\n\n\n\n<li>Test your apps across devices, browsers, and environments, and ensure your core features work as expected<\/li>\n\n\n\n<li>Test with assistive technologies and confirm that accessibility barriers don\u2019t block your users<\/li>\n\n\n\n<li>Perform <a href=\"https:\/\/testgrid.io\/blog\/localization-testing-in-software-development\/\">localization testing<\/a> to ensure translation accuracy, layout, regional behavior, and cultural context<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Request a quote to get customized pricing<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The customization options for reporting dashboards are limited<\/li>\n\n\n\n<li>May require significant effort and training to start testing on the platform<\/li>\n<\/ul>\n\n\n\n<p><strong>Also Read<\/strong>: <a href=\"https:\/\/testgrid.io\/blog\/functional-testing\/\">Functional Testing: Types, Examples, Techniques, and Best Practices<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. Virtuoso QA<\/strong><\/h3>\n\n\n\n<p><strong>Best for:<\/strong> AI-native, no-code test automation that helps your QA, dev, and business teams create, maintain, and scale self-healing tests using plain-English workflows<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"420\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA-1024x420.webp\" alt=\"Virtuoso QA\" class=\"wp-image-18520\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA-1024x420.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA-300x123.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA-768x315.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA-1536x630.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA-150x61.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Virtuosa_QA.webp 1832w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Virtuoso QA is an AI-native test automation platform that is designed to help you automate your QA processes with natural language. The platform enables you to ensure security by enforcing role-based access so users and teams only have access to activities and assets they need. It also integrates seamlessly with multiple testing tools like GitHub, Azure DevOps, Jenkins, CircleCI, and Jira.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Leverage live authoring to <a href=\"https:\/\/testgrid.io\/blog\/ai-test-case-generation\/\">generate tests in natural language<\/a> and execute in real time<\/li>\n\n\n\n<li>Integrate with CI\/CD and run your tests across browsers and devices<\/li>\n\n\n\n<li>Reduce test maintenance overhead with the help of self-healing AI<\/li>\n\n\n\n<li>Analyze your results in depth with root-cause analysis insights, dashboards, and requirements coverage<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Custom pricing available on request<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A few users say that the platform has less flexibility for handling dynamic web elements<\/li>\n\n\n\n<li>The navigation can at times feel confusing<\/li>\n<\/ul>\n\n\n\n<p><strong>Read More<\/strong>: <a href=\"https:\/\/testgrid.io\/blog\/ci-cd-test-automation\/\">CI\/CD Test Automation: Key Strategies, Tools, and Challenges<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>7. QA Wolf<\/strong><\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Fully managed end-to-end test automation that gives you high test coverage, ongoing maintenance, and human-verified bug reporting<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"488\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf-1024x488.webp\" alt=\"\" class=\"wp-image-18525\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf-1024x488.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf-300x143.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf-768x366.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf-1536x732.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf-150x71.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/QAWolf.webp 1852w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>QA Wolf is a software testing platform that helps your team achieve 80% end-to-end test coverage within four months. This platform is specifically built for speed and scalability. Its\u00a0 \u201chuman-in-the-loop\u201d model allows you to generate and validate tests, not in isolation, but with insights from expert engineers, so you\u2019re not left with unsupervised <a href=\"https:\/\/testgrid.io\/blog\/ai-in-test-automation\/\">test automation<\/a> that fails when it\u2019s needed most.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Write <a href=\"https:\/\/testgrid.io\/blog\/end-to-end-automation-testing\/\">E2E test scripts<\/a> from just a prompt with agentic automated testing<\/li>\n\n\n\n<li>Leverage the agentic manual testing, which clicks through your manual test plan exactly like a human tester<\/li>\n\n\n\n<li>Test multi-device and cross-device workflows, feature flags, dynamic UI, localization, and third-party integrations<\/li>\n\n\n\n<li>Easily reproduce failures manually and diagnose the cause with Automation AI<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Custom pricing based on testing requirements<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Some users feel that reporting could be enhanced with dashboards showing charts and historical trend insights<\/li>\n\n\n\n<li>The pricing can become expensive if your usage and test coverage grow<\/li>\n<\/ul>\n\n\n\n<p><strong>Also Read<\/strong>: <a href=\"https:\/\/testgrid.io\/blog\/what-is-agentic-ai\/\">Inside Agentic AI: How Machines Learn to Perceive, Reason, and Act<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>8. Testim<\/strong><\/h3>\n\n\n\n<p><strong>Best for:<\/strong> AI-assisted test creation with flexible low-code and JavaScript-based customization<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"468\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim-1024x468.webp\" alt=\"testim by tricentis\" class=\"wp-image-18526\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim-1024x468.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim-300x137.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim-768x351.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim-1536x702.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim-150x69.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/Testim.webp 1876w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\/blog\/testim-alternatives\/\">Testim<\/a> is an AI-powered tool that lets you speed up your releases with faster and more accurate test building. With the platform&#8217;s AI-based recordings, you can author your tests and capture the most complex scenarios. And the auto-grouping feature allows you to identify similar steps while testing and automatically suggest shared groups as replacements. Plus, Testim uses <a href=\"https:\/\/testgrid.io\/blog\/machine-learning-in-test-automation\/\">machine learning<\/a> to automatically identify and repair tests that produce inconsistent results.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automatically build your tests by just describing what you need to test via the <a href=\"https:\/\/testgrid.io\/blog\/agentic-ai-testing\/\">Agentic Test Automation<\/a><\/li>\n\n\n\n<li>Run tests based on your needs, reduce the costs, and increase test efficiency<\/li>\n\n\n\n<li>View which tests map to each change to ensure the right testing is done at the right time<\/li>\n\n\n\n<li>Expedite root cause analysis with error aggregation, suggestions, comparison screenshots, and log analysis<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Testim Salesforce<\/strong><\/li>\n\n\n\n<li><strong>Testim Web<\/strong><\/li>\n\n\n\n<li><strong>Testim Mobile<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Custom pricing is available for all the plans.<\/p>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tests might break from even minor UI changes if smart locators are deactivated<\/li>\n\n\n\n<li>You might experience performance lags when executing large volumes of tests<\/li>\n<\/ul>\n\n\n\n<p><strong>Also Read<\/strong>: <a href=\"https:\/\/testgrid.io\/blog\/low-code-testing\/\">What Is Low Code Testing? Benefits, Tools, and Use Cases<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>9. mabl<\/strong><\/h3>\n\n\n\n<p><strong>Best for:<\/strong> Consolidating UI, API, accessibility, performance, visual, and AI application testing into a single quality engineering workflow<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"466\" src=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl-1024x466.webp\" alt=\"mabl ai testing platform\" class=\"wp-image-18519\" loading=\"lazy\" title=\"\" srcset=\"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl-1024x466.webp 1024w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl-300x137.webp 300w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl-768x349.webp 768w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl-1536x699.webp 1536w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl-150x68.webp 150w, https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/mabl.webp 1892w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/testgrid.io\/comparison\/mabl\">mabl<\/a> is an AI testing platform that helps you optimize every stage of your software testing lifecycle, including test creation, execution, maintenance, and analysis. You get the option to import tests from Postman or create your own low-code end-to-end API tests. mabl also allows you to create <a href=\"https:\/\/testgrid.io\/blog\/ui-testing\/\">UI tests<\/a> for SVGs, PDFs, and two-factor authentication using JavaScript.<\/p>\n\n\n\n<p><strong>Features<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Generate tests faster with <a href=\"https:\/\/testgrid.io\/blog\/nlp-testing\/\">natural language test creation<\/a> or by pointing to JIRA requirements, for complex scenarios like images and AI chatbots<\/li>\n\n\n\n<li>Run your tests at speed with the help of unlimited test execution agents, which proactively look for visual and performance regressions<\/li>\n\n\n\n<li>Autonomously triage your test failures for immediate root cause analysis<\/li>\n\n\n\n<li>Reduce test maintenance via adaptive auto-healing, which leverages multi-model AI<\/li>\n<\/ul>\n\n\n\n<p><strong>Pricing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Customized pricing on request<\/li>\n<\/ul>\n\n\n\n<p><strong>Limitations<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Test reports can feel complex for non-technical stakeholders<\/li>\n\n\n\n<li>Fewer customization options are available compared to competitors; this can be restricting if you want highly tailored <a href=\"https:\/\/testgrid.io\/blog\/test-environment\/\">testing environments<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>TestMu AI Alternatives Comparison Overview<\/strong><\/h2>\n\n\n\n<p>Take a quick look at how alternatives to TestMu AI measure against each other in terms of features, pricing, and platform support.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">Tool Name<\/th><th class=\"has-text-align-left\" data-align=\"left\">Use Cases<\/th><th class=\"has-text-align-left\" data-align=\"left\">Platform Support<\/th><th class=\"has-text-align-left\" data-align=\"left\">Pricing<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>CoTester<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">AI test case generation, autonomous test execution, self-healing maintenance&nbsp;<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web browsers, mobile (real iOS and Android), cloud, on-premise<\/td><td class=\"has-text-align-left\" data-align=\"left\">Starts at $199\/seat\/month; free trial available<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>Sauce Labs<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">Continuous testing, Cross-browser testing, mobile app testing<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile, browsers, real devices, API<\/td><td class=\"has-text-align-left\" data-align=\"left\">Starts at $49 per month<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>Testsigma<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">End-to-end test automation, plain English AI test authoring, API testing<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile, desktop, API<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>Perfecto<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">GenAI-assisted mobile and web testing, performance validation, digital experience testing<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile, browsers<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>Testlio<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">Crowdsourced testing, localization testing, usability testing<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile, desktop<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>Virtuoso QA<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">Low-code test creation, intelligent maintenance, GenAI integration<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, API, browsers<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>QA Wolf<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">Human-assisted Playwright testing, codeless automation, self-healing maintenance<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile, API<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>Testim<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">UI test automation, test stabilization, CI\/CD testing&nbsp;<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><em>mabl<\/em><\/td><td class=\"has-text-align-left\" data-align=\"left\">Cloud-based testing, natural language test generation, UI change detection&nbsp;<\/td><td class=\"has-text-align-left\" data-align=\"left\">Web, mobile, API<\/td><td class=\"has-text-align-left\" data-align=\"left\">Custom<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to Choose the Best TestMu AI Alternative for Automated Testing?<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Device and Browser Coverage<\/strong><\/h3>\n\n\n\n<p>When you\u2019re assessing different TestMu AI alternatives, see if they have comprehensive\u00a0<a href=\"https:\/\/testgrid.io\/real-device-testing\">real-device cloud <\/a>access and robust cross-browser testing capabilities. Apps must function consistently well across different browsers, operating systems, screen sizes, and device models. And broad device and browser coverage helps you test real-world user experiences and identify compatibility issues early.<\/p>\n\n\n\n<p><strong>Also Read<\/strong>: <a href=\"https:\/\/testgrid.io\/blog\/compatibility-testing\/\">Compatibility Testing: Definition, Types, Process &amp; Tools<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Automation Framework Compatibility<\/strong><\/h3>\n\n\n\n<p>Go for TestMu AI alternatives that can work seamlessly with popular <a href=\"https:\/\/testgrid.io\/blog\/test-automation-framework\/\">automation frameworks<\/a>, so that you can perform Appium, Selenium, Cypress, and Playwright testing seamlessly. This will also allow your teams to reuse existing test scripts, simplify migration, and reduce adoption costs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Advanced AI Testing Capabilities<\/strong><\/h3>\n\n\n\n<p>Strong AI features and <a href=\"https:\/\/testgrid.io\/blog\/autonomous-testing\/\">autonomous QA<\/a> capabilities help you significantly reduce your manual effort in creating and maintaining tests. This is why: look for TestMu AI alternatives that have capabilities like AI test generation, self-healing automation, NLP-based testing, <a href=\"https:\/\/testgrid.io\/codeless-testing\">codeless automation<\/a>, and AI failure classification.<\/p>\n\n\n\n<p>This will enable your team to accelerate test authoring, scale test building and execution, identify root causes of failures faster, and speed up debugging.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Parallel Execution and Scalability<\/strong><\/h3>\n\n\n\n<p>Execution speed becomes extremely critical when your test suites grow. That\u2019s why check if TestMu AI alternatives let you <a href=\"https:\/\/testgrid.io\/blog\/selenium-parallel-test-execution\/\">run tests in parallel<\/a> across different platforms and environments. You should also assess its scalability to handle increasing test volumes, larger teams, and more complex app flows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Test Debugging and AI-Powered Failure Analysis<\/strong><\/h3>\n\n\n\n<p>Make sure the tool you select provides support for trace viewers, execution replays, screenshots, logs, and AI-powered failure analysis. This will allow you to quickly identify failed tests, get insights on which areas of your apps need improvement, and reduce the overall debugging time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Final Thoughts<\/strong><\/h2>\n\n\n\n<p>Hopefully, this blog has helped you narrow down the right TestMu AI alternative for your testing needs. The final choice ultimately depends on your testing workflows, app type, team dynamics, existing tooling, budget, and quality goals.<\/p>\n\n\n\n<p>When you\u2019re assessing the options, focus on the capabilities that matter the most, like automation framework compatibility, AI capabilities, integrations, ease of adoption, and overall maintenance effort.<\/p>\n\n\n\n<p>Refer back to the comparison table to weigh each platform&#8217;s use cases, strengths, platform support, and pricing.<\/p>\n\n\n\n<p>And if you want a solution that unifies agentic testing, real-device cloud infrastructure, cross-browser coverage, and seamless integration with modern QA workflows, CoTester is your best bet.<\/p>\n\n\n\n<p><a href=\"https:\/\/public.testgrid.io\/signup?form=cotester-starter-package\">Request a free trial<\/a> to see if CoTester fits your testing stack.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Frequently Asked Questions (FAQs)<\/strong><\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1781625197280\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>What are the best TestMu AI alternatives for AI-powered automated testing?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Some of the best TestMu AI alternatives for automated testing are CoTester, Sauce Labs, Testsigma, Perfecto, Virtuoso QA, and QA Wolf. These tools come with advanced testing features like AI-powered test creation, autonomous execution, self-healing automation, root cause analysis, smart test selection, and real-device testing support.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781625214513\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>What makes CoTester the best TestMu AI alternative?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>CoTester stands out because of its strong agentic automation, which helps teams build test cases fast in plain language, execute across real device environments, debug with real-time insights, auto-heal locators, and scale parallel execution without extensive scripting.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781625222429\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Why is CoTester considered a top alternative to TestMu AI?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>CoTester by TestGrid is a leading TestMu AI alternative and AI-powered testing platform for end-to-end QA automation. It helps teams create tests instantly, automate test execution, analyze failures, build no-code and pro-code automation workflows, and integrate testing into CI\/CD pipelines through a unified quality engineering platform.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781625245023\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Does CoTester provide autonomous test generation and flaky test detection?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes, CoTester can automatically generate test cases from requirement docs, user stories, URLs, and application workflows, as well as help you identify flaky tests, prevent false failures, and improve test stability.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781625254164\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>How easy is it to migrate from TestMu AI to CoTester?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Since CoTester supports enterprise-level testing and allows integrations with major CI\/CD tools, test management systems, and automation frameworks, you can easily migrate from TestMu AI to CoTester and start testing without rebuilding your entire testing strategy from scratch.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781625265391\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Does CoTester integrate with GitHub, GitLab, Jira, Slack, and Jenkins?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes. CoTester seamlessly integrates with many DevOps, collaboration, and test management tools, including GitHub, GitLab, Jira, Slack, and Jenkins.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1781625275464\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>Is CoTester compatible with Selenium, Cypress, and Playwright frameworks?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes. You can run your existing Selenium, Cypress, and Playwright test suites via CoTester without any significant modifications required.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>TestMu AI has been a preferred option for development and QA teams because of its robust test automation, broad browser coverage, scalable infrastructure, and growing AI capabilities. However, certain issues like modular pricing, which bundles multiple products into a single bill, occasional iOS simulator lags during peak hours, or real-device sessions returning \u2018device not available\u2019 [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":18517,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[209],"tags":[],"class_list":["post-18513","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-test-automation"],"acf":[],"images":{"medium":"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/best-testmu-ai-alternatives-300x169.webp","large":"https:\/\/testgrid.io\/blog\/wp-content\/uploads\/2026\/06\/best-testmu-ai-alternatives-1024x576.webp"},"_links":{"self":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts\/18513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/comments?post=18513"}],"version-history":[{"count":6,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts\/18513\/revisions"}],"predecessor-version":[{"id":18533,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/posts\/18513\/revisions\/18533"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/media\/18517"}],"wp:attachment":[{"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/media?parent=18513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/categories?post=18513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testgrid.io\/blog\/wp-json\/wp\/v2\/tags?post=18513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}