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HackWinnerDBv0.1
Tech Stack Indexframework

FastAPI

669 winning projects306 hackathons20242026
AR
Most technically complex AI hack

Argus

An autonomous agent that watches the web, maps what it finds into a knowledge graph, and sells the intelligence to other agents. 100 eyes on the web, zero human

Hack Canada 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiPlaywright+5
Source pending review
AR
Best Use of Tavily Search

Argus

An autonomous agent that watches the web, maps what it finds into a knowledge graph, and sells the intelligence to other agents. 100 eyes on the web, zero human

Multiagents Hackathon · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiPlaywright+5
Source pending review
AR
Best of Security

Argus

An autonomous agent that watches the web, maps what it finds into a knowledge graph, and sells the intelligence to other agents. 100 eyes on the web, zero human

Splunk Agentic Ops Hackathon · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIGeminiPlaywright+5
Source pending review
Best Use of Google APIs (Gemini/Cloud)

Arth-Sutradhar

Bridging village land records to national economics.

Gemini.exe 2.0 · 2026

FinTechIoT
FastAPIReact NativeVertex AI
Source pending review
Best Use of Atlanta Open Data

Atlanta Transit Agent

An agent that answers Atlanta transit questions from live data and refuses to tell you what you want to hear. I set out to prove MARTA underserves poor neighbor

Hack RenderATL · 2026

Artificial IntelligenceEducation
DockerFastAPIGeminiNext.js+3
Source pending review
AU
Challenge: Best Alignment with Mission of IEEE Information Theory

AURA

An AI memory prosthesis using Gemini vision to recognize loved ones and quietly whisper their names to Alzheimer's patients, restoring connection.

DataHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIFlaskJavaScriptPython+4
Source pending review
LOF Best Use of AI in a Healthcare Project

Auralis

Auralis unifies emergency care by turning raw audio into structured intelligence, preserving critical context from 911 call to paramedic handoff to hospital for

Scarlet Hacks · 2026

Artificial IntelligenceHealthcare
FastAPINext.jsPythonReact+2
Source pending review
Best Health & Wellness

Auris

Auris uses a webcam to tag vitals (HRV/Breath) to specific PTSD clinical questions. We use Snowflake AI to cluster triggers, giving therapists objective data on

HooHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIKotlin
Source pending review
Best Scientific & Engineering Application

Auto-Eval3D: Spatial Coherence Evaluator

I automate the QA of 3D generative AI. Auto-Eval3D uses a custom WebGL rig to capture 360-degree interiors of World Labs generations, using Gemini 2.5 Pro to gr

BigThink x World Labs · 2026

Artificial IntelligenceEducation
FastAPIGoogle CloudJavaScriptPython+3
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
ClaudeCloudflareOpenAI CodexDocker+5
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+4
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
FastAPINext.jsPostgreSQLPydantic+3
Source pending review
BA
Best use of Modulate's APIs

Autonomous Agents Hackathon · 2026

Artificial IntelligenceEducation
FastAPI
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
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
BL
LOF Best Use of AI in a Healthcare Project

BloodBridgeAI

BloodBridge helps hospitals quickly find, verify, and contact eligible blood donors using AI, real-time calls, ETA capture, and map sharing during urgent blood

Scarlet Hacks · 2026

Artificial IntelligenceHealthcare
FastAPIOpenAIPostgreSQLReact
Source pending review
Best 3D/CGI Tool

Bloom

From sketch or speech to 3D in seconds.

SJHacks 2026 · 2026

MediaCreative Tools
FastAPIFigma
Source pending review
Most Technical

Bricked

Have an object close to your heart? Just take some photos and upload them to Bricked, and soon you'll have a 3D model of it made from Lego pieces, complete with

FullyHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptMongoDBOpenCV+5
Source pending review
BR
Best Hardware Hack

Bridge

An evidence-to-action care agent for AAC (Augmentative and Alternative Communication) families.

LA Hacks 2026 · 2026

Artificial IntelligenceEducation
CloudflareDockerESP32FastAPI+8
Source pending review
BR
Best use of Ghost

Bridge

An evidence-to-action care agent for AAC (Augmentative and Alternative Communication) families.

Ship to Prod - Agentic Engineering Hackathon · 2026

Artificial IntelligenceEducation
CloudflareDockerESP32FastAPI+8
Source pending review
BEST USE OF GEMINI API

BroadSec

Bug bounty platform

Hack Days in Agadir · 2026

Artificial IntelligenceEducation
FastAPINext.jsPythonReact+2
Source pending review
CA
Best Overall Project

Calyx

The clinical middleman turning wound photos into life-saving data

CareTech Hackathon Winter 2026 · 2026

Artificial IntelligenceHealthcare
FastAPINode.jsOpenCVPython+3
Source pending review
[MLH] Best Use of Gemini API

CampusGuard

Real-time AI fight detection across live campus cameras, instantly classifying every incident by severity so the right response reaches the right place at the r

JACHacks 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiOpenCVPython+1
Source pending review
Best Overall

Candid

REAL LEGISLATION. REAL BUDGET MODELS. REAL DATA. Know exactly what every ballot measure means for your rent, your taxes, and your neighborhood before you vote.

IrvineHacks 2026 · 2026

Other
FastAPIGroqLlamaMapbox+4
Source pending review