How to Choose a 2Captcha Alternative: Latency, Cost, API Differences, and Low-Risk Migration Steps

Explains when it's worth replacing 2Captcha, the main categories of alternatives, and how to select using five dimensions: latency percentiles, target site acceptance rate, API protocol, billing metrics, and type coverage. It provides a cost-per-thousand-successful-solves formula and a step-by-step canary migration method to reduce switching risk.

Python CAPTCHA Recognition API Integration: Task Submission, Polling, Error Handling, and Result Injection

This article guides Python developers on using the requests library to integrate a CAPTCHA recognition API via a two-phase process: submitting a task and polling for the result. It covers parameter differences between image CAPTCHAs and token-based CAPTCHAs, timeout and error code handling, and how to inject tokens in Selenium/Playwright. It also clarifies the distinction between 'API returning a result' and 'target site accepting it', helping with troubleshooting.