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HackWinnerDB

Winning projects

Every award in the database, with the source that confirms it. Filters are reflected in the URL, so any view can be shared.

Best backend/functionality

AutoAegis

AutoAegis-"Self-Diagnostic Immunity System" that eliminates the Watermelon Effect by using Zero-Touch Shadowing

GenAI Dev Hackathon · 2026

Social Impact
Supabase
Source pending review
Category Winner

AutoCat

Aide à catégoriser les vidéoclips après un long tournage

HackTheMountain 2026 · 2026

Other
Python
Source pending review
Best Use of AMD Tech

Autonomous Triage Kiosk

A robot arm that triages ER patients in under a minute. Takes your vitals, hands you a priority token. Zero wait.

StarkHacks · 2026

Artificial IntelligenceEducation
GeminiPyTorch
Source pending review
[MLH] Best Use of GenAI

Autopsy

Autopsy finds vulnerabilities in AI code using dependency graphs. It builds AST graphs, diffs commits to catch risky deletions, and maps impact across files.

Los Altos Hacks X · 2026

Artificial Intelligence
PythonTypeScript
Source pending review
Best AI Project Award

AXIOM — Cognitive Blind Spot Engine

Four specialized AI agents debate your startup idea or thesis in real time, exposing hidden assumptions before the market, a VC, or reality finds them first.

FutureAI Global Hackathon 2026 · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptLangChainPython+2
Source pending review
Best Use of Neo4j

backoffice.ai

"We free founders from busywork." Startup founders lose 15-20 hours every week on mundane back-office work. We're building an AI workforce that runs your back o

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
FastAPIPostgreSQLPythonTailwind CSS+1
Source pending review
MLH Best Use of Solana

BailLens

Transparency is the first step to justice.

Civic Hacks 2026 · 2026

Social Impact
ElevenLabsFigmaGeminiMongoDB+4
Source pending review
Best Use of ElevenLabs

BananaMOV

BananaMOV turns any video into an original, structure-matched score with ElevenLabs. These scores are licensing-free and splittable into stems for downloading o

JAMHacks 10 · 2026

Media
ElevenLabsGeminiJavaScriptReact+2
Source pending review
[MLH] Best Use of Solana

BARK - Boundary Autonomous Retrieval K9

An autonomous friend that collects and defends your mail!

MakeMIT x Harvard 2026 · 2026

Creative Tools
C++GeminiPython
Source pending review
BA
Best use of Modulate's APIs

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
FastAPI
Source pending review
BA
Best Use of Tavily Search

Basket

Brands fly blind when a recipe change goes wrong. We turn scattered "it tastes different now" complaints into a dated, cited early-warning signal, with a tracea

Multiagents Hackathon · 2026

Artificial IntelligenceEducation
Python
Source pending review
Best use of Nimble's API or Web Search Agents

BasketIQ

BasketIQ transforms shopping lists into optimized, real-time purchasing decisions using personal consumption memory and live web pricing intelligence

Agentic Engineering Hack · 2026

Artificial IntelligenceEducation
FastAPIPython
Source pending review
BA
Best Solo Hack

Batch Bakery

Time does not wait for you to start. Enter your files, and let's cook now.

Hack The Break 2026 · 2026

Productivity
JavaScriptReact
Source pending review
Best Use of The Agentverse by Fetch AI

baymax

Baymax is a network of hospital AI agents that supports abrupt crises using weather, disease, and inventory data, then coordinates hospital-to-hospital supply t

UC Berkeley AI Hackathon 2026 · 2026

Artificial IntelligenceEducation
ClaudeJavaScriptPythonRedis
Source pending review
Best Hardware Hack

Baze

Your waze for UC Davis biking - your shortest and safest path to your destination.

HackDavis 2026 · 2026

Social Impact
ArduinoC++FastAPIJavaScript+2
Source pending review
Best Use of DigitalOcean AI Platform in a Social Good Hack

Bedside

A zero-friction, privacy-first web app replacing the paper binder at the hospice bedside.

AI for Social Good: Hack with MLH & DigitalOcean · 2026

Artificial IntelligenceEducation
FigmaJavaScriptReactSupabase
Source pending review
[MLH] Best Use of Gemini API

Beetle Battle

Code, Compete, Create An educational syntax game that teaches you how to code by making you compete with your friends and family, or even a bot.

AthenaHacks 2026 · 2026

Artificial IntelligenceEducation
FigmaGeminiJavaScriptMongoDB+1
Source pending review
Best Use Of Data - Hudson River Trading

Belciti

Belfast planner to see which infrastructure is useful for the future or can cause problems and protests.

HackBelfast · 2026

Artificial IntelligenceEducation
DockerPostgreSQLTypeScript
Source pending review
Gemini Prize Category Postcard

BELOW

THE KING THE OCEAN CHOSE

HackDays Delhi · 2026

Other
JavaScriptNext.jsReact
Source pending review
BE
Gemini Prize Category Postcard

beneath water

Explore Seabeds

HackDays Delhi · 2026

Other
Source pending review
[MLH] Best Use of Solana || Ledger Nano S Plus

BetOnMe

A self-accountability webapp to ensure you meet your goals.

HackKU26 · 2026

Other
GeminiJavaScriptMongoDBReact+2
Source pending review
Best use of Embedded Systems

Better Bike

Bike better through intelligent route optimisation driven by real user feedback.

Bath Hack 2026 · 2026

EducationGaming
ArduinoFlaskPython
Source pending review
BE
[MLH] Best Use of ElevenLabs

Better Youtube Captions (Table 17)

Tired of bad YouTube auto gen captions? Better YouTube Captions uses a Chrome extension, FFmpeg, ElevenLabs, Gemini, and Vultr Cloud to stream highly accurate s

BeachHacks 9.0 · 2026

FinTechCloud
ElevenLabsGemini
Source pending review
Best In Design

Bibi

Bibi turns the receipt into a private feedback channel — guests tap what they ordered, rate it, get a discount by text, and the owner gets an AI weekly write-up

Build It Break It 2026 · 2026

Artificial IntelligenceCybersecurity
SupabaseTwilioVercel
Source pending review