Selenium

Where Selenium falls short, per the models

• GPT Deliver a modern batteries-included runner with Playwright-level waiting, tracing, and diagnostics
• Claude Modernize ergonomics — built-in auto-waiting, better debugging artifacts, and less flaky element handling — to close the DX gap with Playwright
• Gemini Standardize auto-waiting and modern async handling natively to reduce boilerplate and test flakiness.
• Grok Deeply integrate modern auto-waiting, BiDi protocol, and stability defaults across the core to dramatically reduce flakiness and the high ongoing maintenance burden that newer frameworks avoid.

Poll history — On this board 5 of 5 polls since Jun 29 · now #4

#3 → #3 → #4 → #3 → #4

Where Selenium falls short, per the models

• GPT It is a lower-level toolkit requiring more framework assembly and synchronization discipline, so typical teams incur more maintenance and flakiness risk than with Playwright
• Claude No batteries included — you assemble waits, retries, runners, and reporting yourself, and raw suites are flakier and slower to write than Playwright's; wrong choice for a greenfield team.
• Gemini Lacks modern built-in developer conveniences like automatic waiting, trace viewing, or native parallel execution, requiring significant custom boilerplate and wrapper code to prevent flaky tests in dynamic SPAs.
• Grok Higher flakiness, slower execution, more boilerplate/maintenance; not for teams seeking modern speed/reliability without heavy infra investment.

Where Selenium falls short, per the models

• GPT It is primarily an automation layer, so teams must assemble test running, assertions, reporting, retries and synchronization, creating more maintenance than modern batteries-included frameworks.
• Claude No native network interception or multi-context ergonomics, so MFE stubbing and cross-app orchestration require external tooling and more boilerplate; flakier and slower to author than modern frameworks — best only when polyglot bindings are a hard requirement.

Poll history — On this board 2 of 3 polls since Sep 6 — off it in the latest

#4 → #5 → –

Where Selenium falls short, per the models

• Grok Slower and more flaky (manual waits common) compared to modern alternatives, higher overhead, not the first choice for new high-volume JS scraping projects.

Poll history — On this board 1 of 2 polls since Jul 19 · now #3

– → #3

Where Selenium falls short, per the models

• Gemini Legacy architecture leads to slower execution speeds, higher memory footprint, and high script flakiness on fast-hydrating JavaScript SPAs without manual wait management.

Poll history — On this board 1 of 2 polls since Aug 3 — off it in the latest

#8 → –