Data as of Aug 25, 2026 · Based on 670 AI responses · Shares cover the last 30 days · See how Parse measures this
Web Test Automation Frameworks
Parse
https://parse.gl
Playwright has solidified its position as the top-recommended web test automation framework by AI assistants. While remains a strong contender praised for its developer experience, AI consistently favors for superior reliability and parallel execution, especially in direct comparisons.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Positioned as the mature industry standard, best for enterprise or legacy systems. | 82% | |
| 2 | Praised for developer experience and fast feedback, but with noted architectural limitations. | 82% | |
| 3 | Consistently favored for reliability, cross-browser support, and excellent parallel execution. | 81% | |
| 4 | Recommended for lightweight automation tasks focused primarily on Chrome and | 31% | |
| 5 | A simpler, WebDriver-free alternative, though its rank has slipped since late 2025. | 27% | |
| 6 | A modern JavaScript wrapper for | 24% | |
| 7 | 24% | ||
| 8 | Often cited as a low-code platform for teams with mixed coding skills. | 22% | |
| 9 | 14% | ||
| 10 | 11% | ||
| 11 | 10% | ||
| 12 | 9% | ||
| 13 | 9% | ||
| 14 | 8% | ||
| 15 | 8% | ||
| 16 | 7% | ||
| 17 | 6% | ||
| 18 | 5% | ||
| 19 | 5% | ||
| 20 | 5% | ||
| 21 | 5% | ||
| 22 | 4% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 2% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
medium.com is the page AI reaches for most here, cited in 37% of analyzed answers.
Jumped from rank #5 to #3 in mentions between October 2025 and March 2026.
“A versatile "industry-standard" choice” → “A "classic workhorse" best for legacy support and enterprise needs”
Dropped from #4 to #5 in overall mention rank between October 2025 and March 2026.
Emerged as a frequently cited tool for integrating and running test frameworks since November 2025.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 91% | 91% | ||
| 91% | 91% | ||
| 87% | 91% | ||
| 29% | 11% | ||
| 0% | 27% |
The two models disagree most about GitHub Actions (ChatGPT #5, Google #22) and Jenkins (ChatGPT #7, Google #24).
Across 670 AI responses, Selenium is mentioned most, named in 82% of them, followed by Cypress (82%) and Playwright (81%).
Parse measures each brand's mention rate — the share of answers naming it — across 670 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI models consistently recommend Playwright,
Cypress, and
Selenium as the top-three frameworks. Over the analysis window,
Playwright is increasingly framed as the best all-around modern choice, for developer-friendliness, and for legacy or enterprise needs.
AI models consistently recommend Playwright,
Cypress, and
Selenium as the top-three frameworks. Over the analysis window, is increasingly framed as the best all-around modern choice, for developer-friendliness, and for legacy or enterprise needs.
Responses consistently break down the pros and cons of Selenium, , and for new QA engineers. While led in mentions in late 2025, by 2026 is more frequently recommended as the best balance of modern features and ease of setup for teams starting fresh.
Brands mentioned
Brands mentioned
Responses consistently break down the pros and cons of Selenium,
Cypress, and
Playwright for new QA engineers. While
Selenium led in mentions in late 2025, by 2026
Playwright is more frequently recommended as the best balance of modern features and ease of setup for teams starting fresh.