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HackWinnerDBv0.1
Tech Stack Indexlanguage

Python

1,642 winning projects502 hackathons2024–2026
Arize - 1st Place

Cassandra

AI agents fail silently, confidently wrong, and nobody notices. Cassandra is an AI that watches your AIs. It catches every lie, diagnoses why, ships a proven fi

Google Cloud Rapid Agent Hackathon · 2026

Artificial IntelligenceEducation
DockerFastAPIGoogle AI StudioPydantic+3
Source pending review
Best First Year Game

Chalant in Careers

Step into Chalant in Careers! Explore real jobs, chat with virtual characters, and test your knowledge and communication skills in different careers. Stay chala

Hackiethon 2026 · 2026

Artificial IntelligenceEducation
OpenAIOpenAI APIPython
Source pending review
First Place Overall

Circa

Real-time field monitoring for precision irrigation control.

YHack Spring 2026 · 2026

Artificial IntelligenceEducation
ArduinoCESP32FastAPI+2
Source pending review
CI
Best Simulated Use of Circuit 1st

CircuitCourt

Finds, minimizes, and replays the event histories that make safety firmware miss real hazards—then verifies the repair on the same evidence.

STEMist Hacks IV · 2026

Education
ArduinoC++ESP32JavaScript+1
Source pending review
1st Place

ClearPath

ClearPath is a mobile driving assistant that uses YOLO.V8 computer vision to detect traffic signals, finely tuned with original dash cam footage that was taken

Abstraction Hackathon 2026 · 2026

Artificial IntelligenceEducation
JavaScriptOpenCVPythonReact
Source pending review
XR in Education Track 1st Place - Sponsored by Spectacles

Code Snap

Explore any codebase as an interactive 3D architecture map in AR, turning complex systems into spatial layers you can tap, expand, and understand!

TigerVerse 2026 · 2026

EducationAR/VR
JavaScriptPython
Source pending review
Grand Champion (1st place overall)

CodeBuddy

An AI-powered web tool built with Python, Streamlit, and Gemini API. It provides instant, multi-language code reviews, Big-O complexity analysis, and a contextu

IntelliAI Arena · 2026

Artificial IntelligenceEducation
PythonStreamlit
Source pending review
TECHNATION: Data Intelligence Track 1st Place

Competitive Grass Touching

scared to go outside? never fear! compete to touch the most patches and be the greenest (aura)

SummerHacks · 2026

Other
PostgreSQLPythonReact
Source pending review
1st Place Award - Education

Concept Pilot

Personalized feedback—for every student.

Pi Hacks 2026 · 2026

HealthcareEducation
ClaudeElevenLabsFastAPIFigma+5
Source pending review
First Prize

Conduit

Silent video to text for mute people, for privacy, or when the environment is too loud. A webcam reads your silent lip movements and speaks them aloud. Open-voc

TritonHacks 26 · 2026

EducationCybersecurity
FastAPINext.jsPythonPyTorch+4
Source pending review
CO
AI Research and Alignment Environments by d_model [$500 for 1st, $250 for 2nd, $125 for 3rd (Amazon gift cards)]

Confab

Detecting LLM confabulation from hidden-state geometry so AI tools in education can flag unreliable outputs before students trust them.

HackPrinceton Spring '26 · 2026

Artificial IntelligenceEducation
PythonPyTorchStreamlit
Source pending review
First Overall

ConnectAble

ConnectAble cuts communication for non-verbal individuals from 45s to 4s. Our AI predicts needs and uses an integrated agent to automate tasks like ordering foo

Hack to the Future - Presented by AISC @ UW · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINode.jsPython+3
Source pending review
Consumer Healthcare track - 1st place

CONSILIUM

Diagnostic error kills 800K Americans yearly. CONSILIUM is a multi-agent council: AI specialists triage, debate, and cross-examine each case. Multi-specialty de

JacHacks Spring · 2026

Artificial IntelligenceHealthcare
GeminiPythonReactTailwind CSS+3
Source pending review
[HackUPC] 1st place

convertfs

File format conversion as a FUSE filesystem

HackUPC 2026 · 2026

Artificial IntelligenceEducation
Python
Source pending review
1st Place

Copa Oracle 2026

ML-powered 2026 FIFA World Cup prediction engine. Find where Polymarket is mispricing teams - live Copa Oracle Scores, Monte Carlo bracket simulation, and a RES

ZerveHack · 2026

Artificial IntelligenceEducation
FastAPIPythonStreamlit
Source pending review
1st place

Corisol

a contactless biometric shield for IT teams that uses rPPG and AI to detect burnout before it happens

Hack Esbjerg · 2026

Artificial Intelligence
PythonReact
Source pending review
1st Place

CravingCapital

Wall Street meets the menstrual cycle: algorithmic grocery arbitrage for your junk food cravings.

DUWiT Hacks 2026 · 2026

Social Impact
FastAPIGroqPydanticPython+2
Source pending review
CR
Elastic - 1st Place

CrisisRoute AI –|Right Patient |Right Hospital |Right Time.

A Gemini-powered emergency healthcare routing platform and MCP-integrated Elasticsearch that intelligently matches patients to the most clinically appropriate h

Google Cloud Rapid Agent Hackathon · 2026

Artificial IntelligenceHealthcare
FastAPIJavaScriptModel Context ProtocolPython+2
Source pending review
CR
Showcase Track: Potential Impact, First Place

CrossCut

Run What Matters !!

GitLab Transcend Hackathon · 2026

Artificial IntelligenceEducation
mypyNext.jspytestPython+3
Source pending review
1st

CyberBY_AKT

Hardware with software hacks sure.

Cyber_Coders · 2026

CybersecurityIoT
FlaskJavaScriptPythonReact
Source pending review
1st Place

DACTYL

Dactyl: real-time bidirectional ASL translation glasses that turns sign language into speech and spoken words into caption letting hearing and deaf people talk

MorganHacks 2026 · 2026

Other
FlaskGroqJavaScriptOpenCV+3
Source pending review
1st Overall Hack

DAVE - Dynamic Acronym Volleyball Evaluator

Our smart volleyball arm sleeve tracks a player's movement and gives personalized feedback to improve form, helping athletes train smarter and improve their gam

BloomKnights · 2026

Gaming
GeminiPythonTypeScript
Source pending review
First Prize

Delivery Tracker

The delivery-date agent that proves padding wins — then refuses to do it.

Enterprise Agents Hackathon by Emergence & Nebius · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptPydanticpytest+3
Source pending review
1st Place General

DevForge

DevForge: Turn ideas into working software with an AI engineering team.

United Hacks V7 · 2026

Artificial IntelligenceEducation
DockerFastAPIGroqKubernetes+8
Source pending review