Selenium vs Playwright: Why Modern Teams Are Making the Switch
For over a decade, Selenium was the go-to framework for end-to-end (E2E) testing. It offered cross-browser support, wide language compatibility, and became a cornerstone of QA automation in many organizations. But as development speed accelerated and app complexity increased, many teams began to feel Selenium's limitations.
Enter Microsoft Playwright.
In this article, we explore the shift happening across engineering teams when it comes to Selenium vs Playwright. We'll share what we've learned at Checksum by helping dozens of teams migrate their test suites, along with deep dives into real-world case studies. By the end, you'll understand why Playwright is winning—and how to make the move confidently.
Why Engineering Teams Chose Selenium
Selenium has been around since 2004 (over 2 decades) and became popular because:
It supports multiple languages: Java, Python, C#, Ruby, etc.
It works across major browsers.
It integrates with popular CI tools.
It has a massive user base and documentation.
But it also comes with trade-offs:
It's relatively slow.
Test scripts are often brittle and verbose.
Parallelization requires custom setup.
Maintenance becomes a challenge as your app grows.
For many teams, Selenium worked … until it didn’t. You’re probably reading this because you are in the “until it didn’t” phase.
Why Playwright Is Replacing Selenium
Launched by Microsoft in 2020, Playwright is a Node.js-based E2E testing framework designed with modern apps in mind.
Here’s why Playright is becoming the new default:
1. Speed and Parallelism
Playwright runs tests in parallel out of the box. No additional configuration, no plugins. In our benchmarking, Playwright often runs tests 4-5x faster than Selenium.
2. Better Cross-Browser Support
Unlike Selenium, which uses external drivers (like chromedriver), Playwright integrates tightly with Chromium, Firefox, and WebKit. It even allows running the same test across multiple browsers in parallel.
3. Flake Resistance
Playwright automatically waits for elements to become visible, actionable, or detached. This dramatically reduces flakiness in dynamic UIs, especially SPAs.
4. First-Class Developer Experience
Simple, consistent APIs
Built-in test runner and reporter
Rich CLI tools and debugging utilities
Easily record and play back user flows
Comparison Table
Feature | Selenium | Playwright |
Language Support | Java, C#, Python, etc. | JavaScript/TypeScript (Node.js) |
Cross-Browser | Yes (via WebDriver) | Yes (built-in support) |
Speed | Slower, single-threaded | Fast, parallel by default |
Wait Mechanism | Manual or implicit waits | Auto-waiting on actions |
Mobile Emulation | Limited | Built-in support |
CI Integration | Requires setup | Native GitHub Actions/Test Runner support |
Test Flake Resistance | Low | High |
Selector Engine | Basic | Advanced (CSS, text, role-based) |
Setup Complexity | High | Low |
Headless Mode | Supported | Supported and fast |
Migrating from Selenium to Playwright with Checksum
Checksum helps teams automate the migration with:
AI-generated Playwright tests for existing Selenium coverage.
Auto-healing selectors after UI changes.
Seamless integration into your CI/CD environment.
Teams using Checksum to transition off Selenium have seen:
80-90% reductions in test flakiness
5-10x improvements in test suite speed
Cost savings of $200K+ per year in QA/dev overhead
Selenium vs Playwright script comparison:
Selenium (Python):
Playwright (Javascript/Typescript)
FAQ: Selenium vs Playwright
Q: Is Playwright really faster than Selenium?
A: Yes. Because Playwright runs tests in parallel and communicates directly with browser engines, it’s significantly faster than Selenium, which relies on WebDriver and often serial execution.
Q: Can I use Playwright if my team is on Java or Python?
A: Playwright is officially a Node.js framework. But teams have adopted Playwright in polyglot environments by building thin wrappers or using it alongside other stacks.
Q:How hard is it to migrate from Selenium to Playwright?
A: Manual migration can take weeks or months. But with Checksum, teams automate this process. We often see full migrations completed in under 3 weeks.
Q: What browsers does Playwright support?
A: Chromium (Chrome/Edge), Firefox, and WebKit (Safari) — all with built-in support.
Q: Does Playwright support mobile viewports?
A: Yes. Playwright includes device emulation for popular smartphones and tablets.
Q: Will my Playwright tests be flaky like my Selenium ones? No. Playwright’s auto-waiting, powerful selector engine, and test isolation reduce common sources of flakiness.
Q: Can I run Playwright tests in CI/CD?
A: Absolutely. Playwright is designed with CI pipelines in mind and integrates easily with GitHub Actions, GitLab CI, CircleCI, and others.
Q: What about test reporting and dashboards?
A: Playwright has built-in reporting tools. With Checksum, your tests can automatically push results to any dashboard, Slack channel, or artifact store you choose.
Final Thoughts: The Future Is Playwright
Selenium has served the engineering world well. But for fast-moving teams, it’s become a bottleneck. Playwright offers a better path forward: modern APIs, better performance, and less flakiness.
When paired with a tool like Checksum, you can modernize your test strategy without the heavy lift. Migrations that once took quarters now take weeks. Broken selectors auto-heal. And your team gets back to shipping features instead of debugging tests.
Ready to make the move from Selenium to Playwright? Talk to us about Checksum

Neel Punatar is an engineer from UC Berkeley - Go Bears! He has worked at places like NASA and Cisco as an engineer but quickly switched to marketing for tech. He has worked for companies like OneLogin, Zenefits, and Foxpass before joining Checksum. He loves making engineers more productive with the tools he promotes. Currently he is leading marketing at Checksum.