AI Vocal Remover Benchmark 2026: 6 Tools Tested with Python (SDR + Speed)

A vocal remover benchmark was conducted using 6 AI tools with Python, evaluating their quality, latency, and cost. The results show a significant quality gap between tools, with some producing cleaner instrumentals than others. The best tool for prototyping, batch processing, and production is determined based on the results. The code and data are provided for replication and further analysis.