How We Test
Every tool on this site goes through the same rigorous, standardized testing process. Here's exactly how we do it.
Scoring Criteria
Each tool is scored on a 0-10 scale across the following dimensions:
Percentage of tasks completed without errors on first attempt
Task completion time, DOM parsing speed, and resource usage
API design, documentation quality, error messages, and ease of setup
Stealth capabilities, proxy support, and fingerprint randomization
Community size, plugin availability, integrations, and support
Test Scenarios
Form Filling & Submission
Navigate to a multi-field form, fill in various input types, and submit. Measures accuracy of field identification and input handling.
Multi-Step Navigation
Complete a 5+ step workflow involving page navigation, clicks, waits, and data extraction across multiple pages.
Dynamic Content Handling
Interact with single-page applications (SPAs) that load content dynamically via JavaScript. Measures ability to wait for and interact with dynamic elements.
Data Extraction
Extract structured data (tables, lists, product details) from pages with varying layouts. Measures extraction accuracy and completeness.
Anti-Bot Evasion
Test against sites with bot detection (Cloudflare, DataDome, reCAPTCHA). Measures success rate and detection avoidance.
Verdict System
Recommended for production use. Tool performs well across all criteria.
Promising but has significant limitations. Worth monitoring for future releases.
Not recommended. Too many issues for practical use.