Startup accelerators vary across corporate-backed, equity-driven and sector-specific models. Founders selecting aligned programmes reportedly gain faster mentorship access, capital exposure and pilot opportunities. Clear milestone tracking and network leverage determine long-term venture acceleration outcomes.