{"data":{"slug":"testing-tools","name":"Testing Tools","description":"Test runners and end-to-end testing frameworks.","parent":{"slug":"developer-tools","name":"Developer Tools"},"children":[],"signalWeights":{"price_level":0.046,"reliability":0.062,"capabilities":0.123,"github_stars":0.038,"integrations":0.062,"github_activity":0.138,"release_cadence":0.077,"security_posture":0.1,"package_downloads":0.2,"pricing_transparency":0.062,"stackoverflow_activity":0.092},"entities":[{"slug":"vitest","name":"Vitest","tagline":"Next Generation testing framework","homepage":"https://vitest.dev","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":{"name":"VoidZero","primaryDomain":null},"score":{"composite":79.6,"confidence":0.52,"confidenceBand":"medium","breakdown":{"capabilities":{"value":81.2,"weight":0.123,"present":true,"contribution":10},"github_stars":{"value":77.6,"weight":0.038,"present":true,"contribution":2.9},"integrations":{"value":0,"weight":0.062,"present":false,"contribution":0},"github_activity":{"value":72.5,"weight":0.138,"present":true,"contribution":10},"release_cadence":{"value":94.4,"weight":0.077,"present":true,"contribution":7.3},"security_posture":{"value":0,"weight":0.1,"present":false,"contribution":0},"package_downloads":{"value":89.7,"weight":0.2,"present":true,"contribution":17.9},"stackoverflow_activity":{"value":55,"weight":0.092,"present":true,"contribution":5.1}},"computedAt":"2026-08-05T12:47:44.685Z"},"uri":"https://www.vioscale.ai/software/vitest"},{"slug":"jest","name":"Jest","tagline":"","homepage":"https://jestjs.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":{"name":"OpenJS Foundation","primaryDomain":null},"score":{"composite":78.5,"confidence":0.5,"confidenceBand":"medium","breakdown":{"price_level":{"value":100,"weight":0.046,"present":true,"contribution":4.6},"reliability":{"value":0,"weight":0.062,"present":false,"contribution":0},"capabilities":{"value":74.7,"weight":0.123,"present":true,"contribution":9.2},"github_stars":{"value":87.9,"weight":0.038,"present":true,"contribution":3.3},"integrations":{"value":0,"weight":0.062,"present":false,"contribution":0},"github_activity":{"value":52.3,"weight":0.138,"present":true,"contribution":7.2},"release_cadence":{"value":96.7,"weight":0.077,"present":true,"contribution":7.4},"security_posture":{"value":0,"weight":0.1,"present":false,"contribution":0},"package_downloads":{"value":99.6,"weight":0.2,"present":true,"contribution":19.9},"pricing_transparency":{"value":25,"weight":0.062,"present":true,"contribution":1.6},"stackoverflow_activity":{"value":82.9,"weight":0.092,"present":true,"contribution":7.6}},"computedAt":"2026-08-05T13:13:53.270Z"},"uri":"https://www.vioscale.ai/software/jest"},{"slug":"testing-library","name":"Testing Library","tagline":"Simple and complete testing utilities that encourage good testing practices","homepage":"https://testing-library.com","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":77.6,"confidence":0.34,"confidenceBand":"low","breakdown":{"capabilities":{"value":57.8,"weight":16,"present":true,"contribution":925},"github_stars":{"value":66.5,"weight":5,"present":true,"contribution":332.3},"integrations":{"value":29.9,"weight":8,"present":true,"contribution":239.6},"github_activity":{"value":0,"weight":18,"present":false,"contribution":0},"release_cadence":{"value":94.4,"weight":10,"present":true,"contribution":944.4},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":100,"weight":26,"present":true,"contribution":2600},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:59.669Z"},"uri":"https://www.vioscale.ai/software/testing-library"},{"slug":"pytest","name":"pytest","tagline":"","homepage":"https://pytest.org","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":{"name":"pytest-dev","primaryDomain":null},"score":{"composite":74.6,"confidence":0.51,"confidenceBand":"medium","breakdown":{"price_level":{"value":100,"weight":0.046,"present":true,"contribution":4.6},"reliability":{"value":0,"weight":0.062,"present":false,"contribution":0},"capabilities":{"value":57.8,"weight":0.123,"present":true,"contribution":7.1},"github_stars":{"value":77,"weight":0.038,"present":true,"contribution":2.9},"integrations":{"value":0,"weight":0.062,"present":false,"contribution":0},"github_activity":{"value":61.7,"weight":0.138,"present":true,"contribution":8.5},"release_cadence":{"value":83.3,"weight":0.077,"present":true,"contribution":6.4},"security_posture":{"value":0,"weight":0.1,"present":false,"contribution":0},"package_downloads":{"value":97.1,"weight":0.2,"present":true,"contribution":19.4},"pricing_transparency":{"value":25,"weight":0.062,"present":true,"contribution":1.6},"stackoverflow_activity":{"value":79.9,"weight":0.092,"present":true,"contribution":7.4}},"computedAt":"2026-08-05T12:47:10.230Z"},"uri":"https://www.vioscale.ai/software/pytest"},{"slug":"playwright","name":"Playwright","tagline":"","homepage":"https://playwright.dev","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":{"name":"Microsoft","primaryDomain":null},"score":{"composite":71.8,"confidence":0.58,"confidenceBand":"medium","breakdown":{"capabilities":{"value":67.1,"weight":0.123,"present":true,"contribution":8.3},"github_stars":{"value":93.8,"weight":0.038,"present":true,"contribution":3.6},"integrations":{"value":20.1,"weight":0.062,"present":true,"contribution":1.2},"github_activity":{"value":63.1,"weight":0.138,"present":true,"contribution":8.7},"release_cadence":{"value":82.8,"weight":0.077,"present":true,"contribution":6.4},"security_posture":{"value":0,"weight":0.1,"present":false,"contribution":0},"package_downloads":{"value":88.9,"weight":0.2,"present":true,"contribution":17.8},"stackoverflow_activity":{"value":70.6,"weight":0.092,"present":true,"contribution":6.5}},"computedAt":"2026-08-05T13:14:19.262Z"},"uri":"https://www.vioscale.ai/software/playwright"},{"slug":"cypress","name":"Cypress","tagline":"","homepage":"https://www.cypress.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":{"name":"Cypress.io","primaryDomain":null},"score":{"composite":71.6,"confidence":0.68,"confidenceBand":"medium","breakdown":{"price_level":{"value":80,"weight":0.046,"present":true,"contribution":3.7},"reliability":{"value":50,"weight":0.062,"present":true,"contribution":3.1},"capabilities":{"value":81.2,"weight":0.123,"present":true,"contribution":10},"github_stars":{"value":88.7,"weight":0.038,"present":true,"contribution":3.4},"integrations":{"value":17.3,"weight":0.062,"present":true,"contribution":1.1},"github_activity":{"value":60.6,"weight":0.138,"present":true,"contribution":8.4},"release_cadence":{"value":92.8,"weight":0.077,"present":true,"contribution":7.1},"security_posture":{"value":35,"weight":0.1,"present":true,"contribution":3.5},"package_downloads":{"value":89.4,"weight":0.2,"present":true,"contribution":17.9},"pricing_transparency":{"value":100,"weight":0.062,"present":true,"contribution":6.2},"stackoverflow_activity":{"value":79.9,"weight":0.092,"present":true,"contribution":7.4}},"computedAt":"2026-08-05T13:13:14.195Z"},"uri":"https://www.vioscale.ai/software/cypress"},{"slug":"selenium","name":"Selenium","tagline":"Selenium automates browsers.","homepage":"https://www.selenium.dev","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":70.6,"confidence":0.44,"confidenceBand":"low","breakdown":{"capabilities":{"value":45.8,"weight":0.123,"present":true,"contribution":5.6},"github_stars":{"value":85.6,"weight":0.038,"present":true,"contribution":3.3},"integrations":{"value":45.1,"weight":0.062,"present":true,"contribution":2.8},"github_activity":{"value":61.7,"weight":0.138,"present":true,"contribution":8.5},"release_cadence":{"value":82.2,"weight":0.077,"present":true,"contribution":6.3},"security_posture":{"value":0,"weight":0.1,"present":false,"contribution":0},"package_downloads":{"value":92.7,"weight":0.2,"present":true,"contribution":18.5},"stackoverflow_activity":{"value":0,"weight":0.092,"present":false,"contribution":0}},"computedAt":"2026-08-05T13:14:28.955Z"},"uri":"https://www.vioscale.ai/software/selenium"},{"slug":"puppeteer","name":"Puppeteer","tagline":"JavaScript library to control Chrome or Firefox over the DevTools Protocol or WebDriver BiDi","homepage":"https://pptr.dev/","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":65.8,"confidence":0.32,"confidenceBand":"low","breakdown":{"capabilities":{"value":28.9,"weight":16,"present":true,"contribution":462.5},"github_stars":{"value":93.9,"weight":5,"present":true,"contribution":469.7},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":53.5,"weight":18,"present":true,"contribution":962.8},"release_cadence":{"value":0,"weight":10,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":91.7,"weight":26,"present":true,"contribution":2384.1},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:56.006Z"},"uri":"https://www.vioscale.ai/software/puppeteer"},{"slug":"junit","name":"JUnit","tagline":"","homepage":"https://junit.org","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":64.7,"confidence":0.23,"confidenceBand":"low","breakdown":{"price_level":{"value":100,"weight":0.046,"present":true,"contribution":4.6},"reliability":{"value":0,"weight":0.062,"present":false,"contribution":0},"capabilities":{"value":28.9,"weight":0.123,"present":true,"contribution":3.6},"github_stars":{"value":72.6,"weight":0.038,"present":true,"contribution":2.8},"integrations":{"value":0,"weight":0.062,"present":false,"contribution":0},"github_activity":{"value":63.1,"weight":0.138,"present":true,"contribution":8.7},"release_cadence":{"value":87.2,"weight":0.077,"present":true,"contribution":6.7},"security_posture":{"value":0,"weight":0.1,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":0.2,"present":false,"contribution":0},"pricing_transparency":{"value":80,"weight":0.062,"present":true,"contribution":5},"stackoverflow_activity":{"value":0,"weight":0.092,"present":false,"contribution":0}},"computedAt":"2026-08-05T13:14:00.456Z"},"uri":"https://www.vioscale.ai/software/junit"},{"slug":"testng","name":"TestNG","tagline":"","homepage":"https://testng.org","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":64.2,"confidence":0.22,"confidenceBand":"low","breakdown":{"price_level":{"value":100,"weight":6,"present":true,"contribution":600},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":57.8,"weight":16,"present":true,"contribution":925},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":8,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:04:47.408Z"},"uri":"https://www.vioscale.ai/software/testng"},{"slug":"sauce-labs","name":"Sauce Labs","tagline":"Verify code at the speed of AI","homepage":"https://saucelabs.com","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":63.2,"confidence":0.59,"confidenceBand":"medium","breakdown":{"price_level":{"value":50,"weight":6,"present":true,"contribution":300},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"integrations":{"value":22.4,"weight":8,"present":true,"contribution":179},"security_posture":{"value":75,"weight":13,"present":true,"contribution":975},"pricing_transparency":{"value":100,"weight":8,"present":true,"contribution":800}},"computedAt":"2026-08-04T11:05:57.711Z"},"uri":"https://www.vioscale.ai/software/sauce-labs"},{"slug":"k6","name":"k6","tagline":"The best developer experience for load testing","homepage":"https://k6.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":61.4,"confidence":0.16,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":6,"present":false,"contribution":0},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":8,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:04:27.985Z"},"uri":"https://www.vioscale.ai/software/k6"},{"slug":"testcafe","name":"TestCafe","tagline":"Modern web testing, simplified","homepage":"https://testcafe.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":60.4,"confidence":0.38,"confidenceBand":"low","breakdown":{"price_level":{"value":50,"weight":6,"present":true,"contribution":300},"reliability":{"value":0,"weight":8,"present":false,"contribution":0},"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"github_stars":{"value":75.4,"weight":5,"present":true,"contribution":376.9},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":9.5,"weight":18,"present":true,"contribution":170.6},"release_cadence":{"value":85,"weight":10,"present":true,"contribution":850},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":69.4,"weight":26,"present":true,"contribution":1805.5},"pricing_transparency":{"value":100,"weight":8,"present":true,"contribution":800},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:40.195Z"},"uri":"https://www.vioscale.ai/software/testcafe"},{"slug":"lambdatest","name":"LambdaTest","tagline":"Agentic AI Testing Cloud","homepage":"https://www.lambdatest.com","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":59.1,"confidence":0.63,"confidenceBand":"medium","breakdown":{"price_level":{"value":50,"weight":6,"present":true,"contribution":300},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":57.8,"weight":16,"present":true,"contribution":925},"integrations":{"value":59.9,"weight":8,"present":true,"contribution":479.2},"security_posture":{"value":45,"weight":13,"present":true,"contribution":585},"pricing_transparency":{"value":100,"weight":8,"present":true,"contribution":800}},"computedAt":"2026-08-04T11:06:09.812Z"},"uri":"https://www.vioscale.ai/software/lambdatest"},{"slug":"jasmine","name":"Jasmine","tagline":"Simple JavaScript testing","homepage":"https://jasmine.github.io/","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":58.9,"confidence":0.41,"confidenceBand":"low","breakdown":{"capabilities":{"value":28.9,"weight":16,"present":true,"contribution":462.5},"github_stars":{"value":79.2,"weight":5,"present":true,"contribution":396.1},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":37,"weight":18,"present":true,"contribution":666.5},"release_cadence":{"value":81.1,"weight":10,"present":true,"contribution":811.1},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":79.9,"weight":26,"present":true,"contribution":2078.1},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:51.706Z"},"uri":"https://www.vioscale.ai/software/jasmine"},{"slug":"artillery","name":"Artillery","tagline":"When performance & reliability are not optional","homepage":"https://www.artillery.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":58.6,"confidence":0.41,"confidenceBand":"low","breakdown":{"price_level":{"value":25,"weight":6,"present":true,"contribution":150},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"integrations":{"value":33.8,"weight":8,"present":true,"contribution":270.6},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":8,"present":true,"contribution":800}},"computedAt":"2026-08-04T11:04:36.129Z"},"uri":"https://www.vioscale.ai/software/artillery"},{"slug":"gatling","name":"Gatling","tagline":"Continuous Performance Intelligence, powered by AI","homepage":"https://gatling.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":58,"confidence":0.31,"confidenceBand":"low","breakdown":{"price_level":{"value":25,"weight":6,"present":true,"contribution":150},"reliability":{"value":0,"weight":8,"present":false,"contribution":0},"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"integrations":{"value":22.4,"weight":8,"present":true,"contribution":179},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"pricing_transparency":{"value":100,"weight":8,"present":true,"contribution":800}},"computedAt":"2026-08-04T11:04:40.199Z"},"uri":"https://www.vioscale.ai/software/gatling"},{"slug":"phpunit","name":"PHPUnit","tagline":"The testing framework for PHP","homepage":"https://phpunit.de","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":51.4,"confidence":0.15,"confidenceBand":"low","breakdown":{"capabilities":{"value":28.9,"weight":16,"present":true,"contribution":462.5},"github_stars":{"value":81.2,"weight":5,"present":true,"contribution":405.8},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":63.1,"weight":18,"present":true,"contribution":1135.8},"release_cadence":{"value":0,"weight":10,"present":false,"contribution":0},"security_posture":{"value":5,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":26,"present":false,"contribution":0},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:55.021Z"},"uri":"https://www.vioscale.ai/software/phpunit"},{"slug":"nightwatch","name":"Nightwatch","tagline":"No-compromise test automation framework with powerful tools to write, run and debug tests across web and native mobile applications","homepage":"https://nightwatchjs.org","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":50.7,"confidence":0.49,"confidenceBand":"low","breakdown":{"capabilities":{"value":74.7,"weight":16,"present":true,"contribution":1195.6},"github_stars":{"value":76.9,"weight":5,"present":true,"contribution":384.6},"integrations":{"value":13.7,"weight":8,"present":true,"contribution":109.8},"github_activity":{"value":0,"weight":18,"present":true,"contribution":0},"release_cadence":{"value":76.7,"weight":10,"present":true,"contribution":766.7},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":67.3,"weight":26,"present":true,"contribution":1750},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:54.698Z"},"uri":"https://www.vioscale.ai/software/nightwatch"},{"slug":"jmeter","name":"JMeter","tagline":"100% pure Java application designed to load test functional behavior and measure performance","homepage":"https://jmeter.apache.org","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":45.9,"confidence":0.15,"confidenceBand":"low","breakdown":{"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"github_stars":{"value":75,"weight":5,"present":true,"contribution":375.1},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":19,"weight":18,"present":true,"contribution":341.2},"release_cadence":{"value":0,"weight":10,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":26,"present":false,"contribution":0},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:52.031Z"},"uri":"https://www.vioscale.ai/software/jmeter"},{"slug":"webdriverio","name":"WebdriverIO","tagline":"Next-gen browser and mobile automation test framework for Node.js","homepage":"https://webdriver.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":43.6,"confidence":0.24,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":6,"present":false,"contribution":0},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":57.8,"weight":16,"present":true,"contribution":925},"integrations":{"value":8.7,"weight":8,"present":true,"contribution":69.3},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":8,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:04:34.497Z"},"uri":"https://www.vioscale.ai/software/webdriverio"},{"slug":"testim","name":"Testim","tagline":"AI-driven testing for Salesforce, web, and mobile","homepage":"https://www.testim.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":43,"confidence":0.48,"confidenceBand":"low","breakdown":{"price_level":{"value":80,"weight":6,"present":true,"contribution":480},"reliability":{"value":0,"weight":8,"present":false,"contribution":0},"capabilities":{"value":57.8,"weight":16,"present":true,"contribution":925},"integrations":{"value":8.7,"weight":8,"present":true,"contribution":69.3},"security_posture":{"value":40,"weight":13,"present":true,"contribution":520},"pricing_transparency":{"value":25,"weight":8,"present":true,"contribution":200}},"computedAt":"2026-08-04T11:05:59.337Z"},"uri":"https://www.vioscale.ai/software/testim"},{"slug":"browserstack","name":"BrowserStack","tagline":"Most Reliable App & Cross Browser Testing Platform","homepage":"https://www.browserstack.com","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":42.6,"confidence":0.62,"confidenceBand":"medium","breakdown":{"price_level":{"value":25,"weight":6,"present":true,"contribution":150},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":45.8,"weight":16,"present":true,"contribution":733.1},"integrations":{"value":13.7,"weight":8,"present":true,"contribution":109.8},"security_posture":{"value":40,"weight":13,"present":true,"contribution":520},"pricing_transparency":{"value":75,"weight":8,"present":true,"contribution":600}},"computedAt":"2026-08-04T11:04:37.100Z"},"uri":"https://www.vioscale.ai/software/browserstack"},{"slug":"mabl","name":"mabl","tagline":"Don't build tests, build trust.","homepage":"https://www.mabl.com","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":41.8,"confidence":0.5,"confidenceBand":"medium","breakdown":{"price_level":{"value":0,"weight":6,"present":false,"contribution":0},"reliability":{"value":50,"weight":8,"present":true,"contribution":400},"capabilities":{"value":67.1,"weight":16,"present":true,"contribution":1073.9},"integrations":{"value":27.4,"weight":8,"present":true,"contribution":219.5},"security_posture":{"value":40,"weight":13,"present":true,"contribution":520},"pricing_transparency":{"value":0,"weight":8,"present":true,"contribution":0}},"computedAt":"2026-08-04T11:05:53.702Z"},"uri":"https://www.vioscale.ai/software/mabl"},{"slug":"appium","name":"Appium","tagline":"","homepage":"https://appium.io","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":28.9,"confidence":0.03,"confidenceBand":"low","breakdown":{"capabilities":{"value":28.9,"weight":16,"present":true,"contribution":462.5},"github_stars":{"value":0,"weight":5,"present":false,"contribution":0},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":0,"weight":18,"present":false,"contribution":0},"release_cadence":{"value":0,"weight":10,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":26,"present":false,"contribution":0},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:04:35.479Z"},"uri":"https://www.vioscale.ai/software/appium"},{"slug":"detox","name":"Detox","tagline":"Gray box end-to-end testing and automation framework for React Native apps","homepage":"https://wix.github.io/Detox/","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":22.2,"confidence":0.06,"confidenceBand":"low","breakdown":{"capabilities":{"value":28.9,"weight":16,"present":true,"contribution":462.5},"github_stars":{"value":0,"weight":5,"present":false,"contribution":0},"integrations":{"value":8.7,"weight":8,"present":true,"contribution":69.3},"github_activity":{"value":0,"weight":18,"present":false,"contribution":0},"release_cadence":{"value":0,"weight":10,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":26,"present":false,"contribution":0},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:04:37.912Z"},"uri":"https://www.vioscale.ai/software/detox"},{"slug":"rspec","name":"RSpec","tagline":"Behaviour Driven Development for Ruby","homepage":"http://rspec.info","category":{"slug":"testing-tools","name":"Testing Tools"},"vendor":null,"score":{"composite":16.8,"confidence":0.16,"confidenceBand":"low","breakdown":{"capabilities":{"value":28.9,"weight":16,"present":true,"contribution":462.5},"github_stars":{"value":38.6,"weight":5,"present":true,"contribution":192.9},"integrations":{"value":0,"weight":8,"present":false,"contribution":0},"github_activity":{"value":0,"weight":18,"present":true,"contribution":0},"release_cadence":{"value":0,"weight":10,"present":false,"contribution":0},"security_posture":{"value":0,"weight":13,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":26,"present":false,"contribution":0},"stackoverflow_activity":{"value":0,"weight":12,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:05:57.385Z"},"uri":"https://www.vioscale.ai/software/rspec"}],"uri":"https://www.vioscale.ai/categories/testing-tools","entityCount":27},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-08-06T23:15:51.151Z","disclaimer":"Independent, evidence-based. Every fact carries provenance.","profile":"balanced","weights":{"price_level":0.046,"reliability":0.062,"capabilities":0.123,"github_stars":0.038,"integrations":0.062,"github_activity":0.138,"release_cadence":0.077,"security_posture":0.1,"package_downloads":0.2,"pricing_transparency":0.062,"stackoverflow_activity":0.092}}}