Perplexity, reasoning, efficiency
Perplexity & accuracy · reasoning performance · training efficiency · innovation · documentation & demo.
GIBC V2’s sponsors put real tools in builders’ hands — and a panel of industry professionals and academic experts judged the work.













What each of the 13 sponsors on Devpost contributed to the GIBC V2 prize pool and perks.

1-year subscriptions for Gold and Silver winners, part of the Nord Security bundle. NordVPN also backed GIBC V1.
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The Grand Award — $300 in Featherless AI credits for the Grand Champion — plus 1 month of free LLM inference for every participant during the hackathon.
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$1,000 credits + a 3-month Plus plan for Gold, Silver and Bronze winners, and $700 credits for participants who signed up before September 29.
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1 free .xyz domain per team for the first year — 150 available, first come, first served.
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The October 17 Jcard Verify × TABEI Cryptocurrency Flow Analysis Workshop (basic class) for Gold winners.
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A 1-month membership for medal-winning projects built with MeDo, and 300 credits for participants who registered on MeDo during the event.
VisitJudges score each project only against the criteria of its own track, and recuse themselves from any project involving a student they teach, mentor or are related to.
Perplexity & accuracy · reasoning performance · training efficiency · innovation · documentation & demo.
Innovation & impact · technical feasibility · rigor & validation · presentation.
Creativity · execution · impact · presentation.