πŸ† Official Winners Analysis

Kaggle Γ— Google DeepMind
Gemini 3 Pro Hackathon

Deep-dive analysis of all 50 winning submissions from the Vibe Code with Gemini 3 Pro in AI Studio hackathon (Dec 5–13, 2025)

50
Winners
$500K
Prize Pool
9
Categories
8
Days
Competition Overview
Visual breakdown of the 50 winning projects across all dimensions

Product Category Distribution

What kinds of products did winners build?

Team Size Distribution

Solo hackers vs collaborative teams

Submission Timeline

When did winners submit? (Dec 5–13, 2025) β€” reveals crunch-time patterns

Word Cloud
Most frequent keywords from winning project names and descriptions
All 50 Winners
Browse and filter every winning submission
Developer Tools

NeuroState: AI-Powered Embedded Systems IDE

Design firmware by speaking β€” visual FSM editor with Gemini 3 Pro voice assistant, hardware simulation, and multi-language code generation

πŸ‘€ Halldean πŸ§‘ Solo πŸ“… Dec 11, 2025
View Writeup β†’
Creative & Fashion

Banana Couture – From Prompt to Factory Floor

From prompt β†’ CAD β†’ tech pack β†’ suppliersβ€”fast.

πŸ‘€ Drew Williams πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Science & Research

SIMUL-AI-TOR: Video-to-Reality Physics Engine

Turn any video into an interactive, scientifically accurate 3D laboratory using Gemini 3 Pro

πŸ‘€ Unoptimized πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Creative & Media

Articulate: The Infinite Canvas That Thinks With You

A fluid, infinite workspace that liberates creativity - allowing you to think, sketch, and create at the speed of thought

πŸ‘€ An Thanh πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Health & Medicine

The Lung Listener

Vibe Coding a Digital Pulmonologist with Gemini 3 Pro

πŸ‘€ Kevin King πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Creative & Media

FlameEdit – AI-Powered Video Editor

AI-Powered browser-based video editor with Gemini 3 Pro agent for effortless, conversational editing.

πŸ‘€ Muhammad Yousuf Noor πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Science & Research

🧬 Helix Investigator

More than search: A Deep Reasoning Agent for Genomic Discovery.

πŸ‘€ Diego Martin Moreno πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Creative & Media

Voxel Toy Box: Real-Time Multimodal 3D Creation

Turning the physical world into digital voxels using Gemini 3 Pro's native multimodality and advanced reasoning.

πŸ‘€ SAVAŞ HASΓ‡ELΔ°K πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Finance & Business

VOLT - (AI Powered Trading for Everyone)

VOLT (Volatility Terminal) is a next-generation AI platform that transforms ordinary retail investors into institution-level traders

πŸ‘€ Palaniappan Sathappan πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Industrial & AR

FixStream AR: Downloading Expert Intuition into Every Technician

Multimodal AI diagnoses machinery through audio FFT, accelerometer telemetry, and video analysisβ€”then generates AR overlays to guide repairs

πŸ‘€ ALAA R πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Education & Learning

RECALL: The Neural Second Brain for Students

Semantic search, deep-dive exam generation, and AI video tutoring powered by Gemini 3.0 Pro & Veo.

πŸ‘€ Aditya_gd πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Creative & Media

Writer's Block

Divergent Creativity Co-Writer

πŸ‘€ Shihan Qu πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Creative & Media

Sound Sketchbook

Sketch-to-Synth with Gemini 3 Pro

πŸ‘€ NoelKM πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Finance & Business

Lucid by ReportSwift

The Multimodal Evidence Engine for Organisational Psychology

πŸ‘€ Ding's solo team πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Science & Research

RegulonForge: Simulating the Dark Genome with Gemini 3 Pro

Multimodal regulatory genomics simulator for exploring non-coding mutations, TF networks, and chromatin logic.

πŸ‘€ Faith Ogundimu πŸ§‘ Solo πŸ“… Dec 9, 2025
View Writeup β†’
Creative & Media

ReBrick AI: Give Your Scattered LEGO a New Life

Gemini 3.0 Pro-powered LEGO scanner with interactive 3D build guide generation

πŸ‘€ YonYonWare πŸ‘₯ Team of 2 πŸ“… Dec 12, 2025
View Writeup β†’
Developer Tools

F.R.I.D.A.Y

An advanced 3D spatial engineering interface powered by Gemini 3.0 Pro for real-time system simulation.

πŸ‘€ Mr. Aditya Gaurav πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Health & Medicine

VibeRad: Reimagining Radiology Education with Gemini 3 Pro

An AI teaching assistant that sees what you see - turning complex MRI scans into interactive radiology lessons.

πŸ‘€ VibeRad Labs πŸ‘₯ Team of 2 πŸ“… Dec 13, 2025
View Writeup β†’
Accessibility & Compliance

T-ABC Forensic Core: Neuro-Symbolic CBAM Auditor

Vibe Coding the EU Supply Chain with Gemini 3 Pro

πŸ‘€ King Molosser πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Science & Research

NovaSynth AI

AI-powered engine that identifies molecules, builds 2D/3D structures, and explains chemistry instantly.

πŸ‘€ Tithi Kumawat πŸ§‘ Solo πŸ“… Dec 11, 2025
View Writeup β†’
Communication & Coaching

AURA: Your AI Public Speaking Coach

An AI coach that analyzes your voice, body language, and script to transform anyone into a confident speaker.

πŸ‘€ Cypher-IA πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Developer Tools

Atlas: Unknown-Unknown Failure Intelligence

Deep Reasoning for Temporal Anomaly Discovery

πŸ‘€ SRAI πŸ‘₯ Team of 2 πŸ“… Dec 13, 2025
View Writeup β†’
Finance & Business

DataWeave AI

automating the tedious and error-prone process of data unification

πŸ‘€ NiceTry πŸ‘₯ Team of 2 πŸ“… Dec 13, 2025
View Writeup β†’
Accessibility & Compliance

FormAlly-v1

Accessible AI form companion that reads any PDF, explains it in your language, and guides you field by field with voice and signatures.

πŸ‘€ Amin Ebrahimzadeh πŸ§‘ Solo πŸ“… Dec 6, 2025
View Writeup β†’
Accessibility & Compliance

Inspector Joe - AI Health Inspector

Guided photo-based compliance checker with real-time violation detection, local regulation citations, and visual annotations

πŸ‘€ Malek Gharsallah πŸ§‘ Solo πŸ“… Dec 10, 2025
View Writeup β†’
Education & Learning

SmartHomework: The Multimodal AI Tutor

Pixel-precise error detection and accessible learning for students

πŸ‘€ Niloy Deb Barma πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Developer Tools

NeuroSmith: A Deterministic Multimodal Neural Network Architect

Sketch, speak, and select to generate safe, deterministic PyTorch/TensorFlow architectures using Gemini 3's multimodal reasoning.

πŸ‘€ Prakhar Prasun πŸ§‘ Solo πŸ“… Dec 8, 2025
View Writeup β†’
Developer Tools

Testami-AI

Diagnosing the Why Behind the Error

πŸ‘€ Testami πŸ‘₯ Team of 2 πŸ“… Dec 13, 2025
View Writeup β†’
Communication & Coaching

AI Photography Coach: Intelligent Mentorship at Scale

Multi-dimensional photo analysis + AI image generation + interactive mentorship at scale

πŸ‘€ Prasad T πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Health & Medicine

Kinetic Maestro

Kinetic Maestro uses Gemini 3 Pro to transform video into precision engineering telemetry and medically grounded biomechanics coaching

πŸ‘€ Aneesh Lade πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Industrial & AR

FixIt Lens - The Universal AI Troubleshooter

A multimodal AI tool that diagnoses broken household items and guides you to fix or replace them.

πŸ‘€ Siddharth golchha πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Education & Learning

Athenaeum

Athenaeum is an AI learning companion where any topic becomes a guided conversation with a tutor shaped to you and the subject.

πŸ‘€ Danielle Lesin πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Developer Tools

VOXEL VERSE

A 3D Gamified Git Experience built for fun and to learn git commands.

πŸ‘€ Sejal Kamble πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Developer Tools

Replica: The Multimodal Video-to-Code

Recreating complex UI from video instantly using Gemini 3 Pro.

πŸ‘€ Tanishq Jain πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Health & Medicine

MetaboLens AI: The Live Metabolic Digital Twin

See exactly what food does to your organsβ€”before you take the first bite.

πŸ‘€ Patrick Bope πŸ§‘ Solo πŸ“… Dec 6, 2025
View Writeup β†’
Developer Tools

Prompt Crafter

Build Your Prompt Engineering Muscle

πŸ‘€ R@HUL πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Science & Research

Realize: The Hand-Drawn Simulation Lab

Turn static hand-drawn sketches into interactive simulations using Gemini 3 Pro.

πŸ‘€ SAID407 πŸ§‘ Solo πŸ“… Dec 10, 2025
View Writeup β†’
Creative & Media

Reframe: Remix Any Poster & Fit It to Every Channel

Turn any inspiration into your campaign.

πŸ‘€ Jamieinca πŸ‘₯ Team of 2 πŸ“… Dec 13, 2025
View Writeup β†’
Education & Learning

ConceptOS: Halo (The Holographic Knowledge Engine)

ConceptOS: Halo is a Gemini 3 Pro-powered External Cortex that visualizes complex ideas as navigable 3D Knowledge Constellations.

πŸ‘€ dengwww πŸ§‘ Solo πŸ“… Dec 11, 2025
View Writeup β†’
Creative & Media

Gemini Infinite: The AI Co-Producer for Creative Workflows

A collaborative infinite canvas integrating scriptwriting, storyboarding, and Veo video generation into one unified AI studio.

πŸ‘€ CINE AI TEAM πŸ‘₯ Team of 3 πŸ“… Dec 12, 2025
View Writeup β†’
Education & Learning

DeepSlate Tutor - your AI learning companion

DeepSlate Tutor is a multimodal, neuro-inclusive study companion that turns papers, videos, and notes into clear understanding.

πŸ‘€ Anna Fans πŸ§‘ Solo πŸ“… Dec 12, 2025
View Writeup β†’
Education & Learning

Equation Whisperer

See The Math In Motion

πŸ‘€ RairoRapha πŸ‘₯ Team of 2 πŸ“… Dec 10, 2025
View Writeup β†’
Developer Tools

Code Archaeologist - Digital Forensics Engine for Legacy Code

Instantly reverse-engineer, document, and visualize legacy systems using Gemini 3's deep reasoning.

πŸ‘€ Mohd Zubair Ansari πŸ§‘ Solo πŸ“… Dec 11, 2025
View Writeup β†’
Developer Tools

Flow2Script

Turn screen recordings into runnable Playwright/Selenium automations - with steps, runbooks, and risk checks.

πŸ‘€ Krish Gupta πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Science & Research

Amarello.ai -- modern way to do research

An early exploratory prototype of a modern research tool

πŸ‘€ amarello.ai πŸ‘₯ Team of 2 πŸ“… Dec 13, 2025
View Writeup β†’
Developer Tools

AGENTIKA: A Persona-Driven Multi-Agent IDE in Your Browser

Meet a team of AI specialists that build complete apps together β€” all inside your browser

πŸ‘€ ardellio πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Health & Medicine

Migraine Insight Guardian

The first AI-powered safety net that sees, hears, and acts for patients during painful and heartbreaking migraine events

πŸ‘€ Kristine Kuprevica πŸ§‘ Solo πŸ“… Dec 13, 2025
View Writeup β†’
Education & Learning

PathTutor-edu

AI that reconstructs a student's real reasoning path from video and reveals better or genius-level solution paths.

πŸ‘€ Eunryong πŸ§‘ Solo πŸ“… Dec 10, 2025
View Writeup β†’
Developer Tools

Recursive-R

Autonomous Verification & Visualization for Complex Systems

πŸ‘€ Lewbei πŸ§‘ Solo πŸ“… Dec 11, 2025
View Writeup β†’
Science & Research

BioCanvas ai: Making Molecular Structures Accessible

We remove technical barriers to molecular exploration, empowering students to discover and stay curious

πŸ‘€ BioCanvas AI πŸ‘₯ Team of 2 πŸ“… Dec 12, 2025
View Writeup β†’
Key Insights
What patterns emerge from the winning submissions?
πŸ› οΈ
Developer Tools Dominated
12 out of 50 winners built developer productivity tools β€” IDEs, code analyzers, automation frameworks, and AI agents. Hackers built for hackers.
πŸ§‘
Solo Builders Swept the Board
40 of 50 winners were solo developers β€” proving that one motivated person with Gemini 3 Pro can build a winning AI product in under 8 days.
⏰
Last-Minute Surge
37 of 50 winning submissions came in on the final 2 days (Dec 12–13). Classic hackathon behavior β€” most breakthroughs happen under deadline pressure.
🎨
Multimodality Was the Winning Formula
Nearly every winning project used video, voice, or image input β€” not just text. Winners fully leveraged Gemini 3 Pro's native multimodal capabilities rather than building simple chatbots.
πŸ₯
Health & Science = High Impact
12 projects targeted health and science β€” from pulmonology AI to genomic discovery. High-impact domains resonated strongly with judges.
πŸ”¬
Niche Beats Generic
Winners built for specific, underserved niches: LEGO collectors, migraine patients, legacy code maintainers, EU supply chain auditors. Narrow focus + deep execution > broad consumer apps.
🌐
Global Participation
Winner names and team names show global diversity β€” participants from across Europe, Asia, Middle East, Americas, and Africa all made the top 50, reflecting Kaggle's worldwide community.
πŸš€
Video as the Core Interface
"Video" was the most common keyword across all winning descriptions. Winners used video as input (SIMUL-AI-TOR), output (Gemini Infinite), and as the primary interaction surface (PathTutor-edu).