Both formats put a panel in front of a pitch and a demo, which makes it tempting to judge them the same way. The underlying question each format is actually asking is different.
What each is actually testing
- Hackathon: did this team build something real, working, in a fixed short window — execution under time pressure is the core signal.
- Startup pitch: is there a viable business here, with a market, a plan, and a team capable of executing it over years, not hours.
Where judges misfire
Applying startup-pitch criteria (market size, business model, go-to-market) to a 36-hour hackathon project punishes teams for not having solved a problem the format never asked them to solve. Judge each format on what it was actually designed to test.
See what hackathon judges look for for the hackathon-specific version of this criteria set.
GenAI engineer and AI product builder with 2+ years shipping production-grade AI systems: RAG pipelines, fine-tuned LLMs, hybrid retrieval and multi-modal apps across vision, speech and OCR, architected end to end from ingestion to deployment. Leads engineering for SCULT INDIA's 14-member team, founded the 500+ member TechVerse Enclave community and has mentored 200+ students. Three hackathon first prizes: Changethon 2025 (IIT Roorkee), Product Genesis at Vividhotsava 2025 (CSJMU Kanpur) and BYTEBATTLE (MeetKats).
Open to GenAI roles, hackathon judging, mentorship sessions and guest talks at colleges. Email pranjulrathour41@gmail.com.
