An investigation into suspiciously cheap ADS1115 ADC modules reveals significant deviations from specifications—including timing flaws and voltage inaccuracies—raising alarms about counterfeit electronics in the hobbyist supply chain. While calibration can mitigate some issues, the findings underscore critical risks for embedded developers relying on ultra-low-cost components.