Industry benchmarks vary, but typical B2B SaaS MQL-to-SQL rates are 20–40%. Top-performing teams achieve 40–60%. If your rate is below 20%, it typically indicates one of three problems: your MQL definition is too loose (marketing is passing too many unqualified leads), your lead scoring model needs recalibration, or there is a misalignment between marketing and sales on what constitutes a qualified lead.