Best Hackathon Project Rankings

  1. Ossy — Ossy is a live transcription tool + AI assistant to help students A) in lectures where instructors write 10% of what is said, B) who are non-native English speakers, and C) with auditory impairments. (ELO: 1531)
  2. Clove — The augmented reality healthcare assistant to help elderly adults recall memories, recognize loved ones, and stay safe through real-time support. (ELO: 1531)
  3. LearnBridge — AI tool for student productivity and organization, because monitoring canvas, teams, docs, discord, and gmail is way too hard on top of your studies! (ELO: 1517)
  4. elle — an ai tool for making reel outfits real (ELO: 1517)
  5. Orion AI — Orion AI: Financial clarity with built‑in accessibility. (ELO: 1517)
  6. VibeDB — VibeDB turns app ideas into visual schemas that can be manually tweaked in a user friendly editor. Describe the project, edit the output, and extract queries to run without writing any line of SQL. (ELO: 1517)
  7. Medicus — We’re revolutionizing how medical technology companies connect with healthcare providers: delivering the right information, to the right provider, at the right time. (ELO: 1516)
  8. Voyalytics — Voyalytics creates trips tailored to your budget, time, accessibility, and dietary needs with optimization for weather and safety. Explore smarter, travel better. (ELO: 1516)
  9. Circuit Court — Battle as Prosecutor or Defense in AI-generated legal cases! Present arguments across 3 rounds, adapt to the AI judge’s live feedback, and sway its verdict. (ELO: 1516)
  10. SubwaySense — SubwaySense is a smarter, safer way to navigate the NYC subway, combining real-time transit updates with station safety insights. We help riders get where they’re going quickly and confidently. (ELO: 1516)
  11. AutoLab Labs — Autonomous lab to exfoliate, strain, and measure nanometer-thick graphene flakes, powered by an agentic ecosystem where research agents access tools (hardware+software) to run end-to-end experiments (ELO: 1516)
  12. Circulus Casa — We built Circulus Casa to bring confidence and transparency to family finances (ELO: 1516)
  13. LEKeys — Your piano journey made easy with LEKeys (ELO: 1516)
  14. Uni.Eats — Find what to eat in the dining hall without the hassle (ELO: 1516)
  15. QuantSim — Daily Fantasy Sports NBA lineup optimizer using quantitative financial techniques + Monte Carlo risk metrics. Treats lineups like a portfolio — No black box, just algorithms that win. (ELO: 1516)
  16. asthmaornah — A wearable that detects early signs of asthma attacks through sound and breathing pattern analysis, helping users prevent crises before they happen. (ELO: 1516)
  17. I Could Do That — "I could do that,"—but can you really? (ELO: 1516)
  18. QuickVest-SP — Reimagine investment onboarding with an AI-guided, gamified experience. Voice AI, reels, and personalized advice make starting your investing journey fast, fun, and accessible. (ELO: 1516)
  19. EarthWise – AI-personalized eco & wellness coach — EarthWise takes what you actually do — what you buy, what goals you picked — and turns it into daily sustainable tasks and real-world impact numbers (CO₂, trees, water). (ELO: 1516)
  20. Explainable — Explain anything. At the right level. By voice. (ELO: 1516)
  21. Rewind — We're the first productivity system built around disruption, not planning. Designed for ADHD brains, but for improving productivity for everyone. (ELO: 1516)
  22. Travis.ai — Trips that never left the group chat? Not anymore. We make planning easy, fair, and fun — so your crew can finally make memories, not excuses. (ELO: 1516)
  23. EcoScout — Ever wondered if your shopping cart is hurting the planet? 🌍 EcoScout scans products, gives instant EcoScores, and suggests greener swaps—helping you shop smart and sustainably. (ELO: 1516)
  24. C2Pay — People lie, cryptography doesn’t. A mobile SDK for adaptive MFA using device trust, biometrics, and C2PA attestation to verify high-risk payments securely. (ELO: 1516)
  25. Theia — A visual impairment solution that combines audio and haptic feedback to assist individuals with severe vision loss or total blindness. (ELO: 1516)
  26. Contextualize — Stop searching through Git history manually. Automatically sync commits to Chroma, visualize relationships, and query your codebase through a custom MCP server. (ELO: 1516)
  27. Santé — Voice is a biomarker: Santé transforms every patient call into actionable intelligence using a host of real-time orchestrated voice agents that help clinicians move faster with more information. (ELO: 1516)
  28. Route Genie — Set climbing routes faster, smarter, and more creatively with AI. Your automated climbing route generation and deployment. (ELO: 1516)
  29. Veil — Veil makes privacy automatic, blurring sensitive visuals and text before they’re shared, powered by SIM AI, BrightData, and Claude MCP to safeguard data across the web and AI ecosystems. (ELO: 1516)
  30. Fanalytics — Live sports prediction is based on analyzing trends in fan sentiment. Highlight reel generation based on online user trends. (ELO: 1516)
  31. LossnFound — Private, AI-powered Lost & Found Matching (ELO: 1516)
  32. Time Escape — Time Escape is an adventure puzzle escape game, where you play mini-games that transform from “retro” to “modern” as you play. After your ~20 minute play-through, guess the secret code to win. (ELO: 1516)
  33. Pyxis: Navigate finances like the cosmos — Pyxis scans your emails to detect recurring subscriptions and potential fraud, then connects to your bank to analyze spending patterns with AI. Pyxis guides you towards smarter financial future. (ELO: 1516)
  34. SignBridge — Giving Every Voice the Power to Be Heard! (ELO: 1516)
  35. Chirp — Customized recommender system that harnesses AI to give you the most seamless and personalized feed scroll time. (ELO: 1516)
  36. TempLock — Security is the key to the public’s future. Securely lock and transfer your files whilst preventing data breaches. (ELO: 1516)
  37. Cypher: Learn Languages Through Context — Cypher reimagines Duolingo for the AI era, teaching real conversation, not textbook concepts. Fluency isn’t memorized — it’s lived. (ELO: 1516)
  38. PathSense — Blind-first navigation with an AI safety net (ELO: 1516)
  39. broski — Half of all adults feel lonely but asking for help is hard. Broski calls you first, listens, and remembers making you feel seen combatting loneliness one conversation at a time. (ELO: 1516)
  40. LoanLy — We use non-conventional scoring metrics to help overlooked individuals instead of using a a credit score for loans.DTI (Debt to Income Ratio)Income Stability Employment tenure (ELO: 1516)
  41. DivvyAI — DivvyAI stops last-minute assignment panic by breaking down tasks and scheduling them into free time. With AI-powered scheduling and course references, students stay on track and stress-free. (ELO: 1516)
  42. Wobble Jr — We built the Pixar Lamp. Wobble Jr is here to brighten your day! (ELO: 1516)
  43. Where's Waldo.jpeg — Sneak messages into JPEGs like a hacker, then bust yourself using both old-school math and AI that can spot even the sneakiest pixel shenanigans. 176FF3672E2185E8 (ELO: 1516)
  44. Zero Panic in Movement (ZPM) — In life-or-death moments, guessing isn’t an option. Deploy a robot swarm that maps hazards, learns from one another's mistakes, and guides everyone to a safe exit. No panic—simple, intelligent escape. (ELO: 1516)
  45. Visionary — Extend your vision. Restore your independence. (ELO: 1516)
  46. Blue Harvest — Making every drop count (ELO: 1516)
  47. Sportfolio — Sportfolio is the first de-risked sports betting app which helps users bet long term while also enjoying the fun of betting. (ELO: 1516)
  48. PantryPuzzle — Feeding the future of food sustainability (ELO: 1516)
  49. Turing — Automate mundane, repetitive desktop tasks that don't need you. (ELO: 1516)
  50. TalkTime — Talk to a digital friend whenever you want. (ELO: 1516)
  51. LifeLine — An SMS-based Platform for Rapid Disaster Relief, Enabling Sustainability, Community Resilience, and Resource Distribution (ELO: 1516)
  52. PancreaX — “PancreaX simplifies doctor reports into plain language, improving transparency and enabling earlier pancreatic cancer detection—boosting survival from under 5% to as high as 44%.” (ELO: 1516)
  53. Recall — Imagine waking up surrounded by strangers - only they’re your family. For 55 million people with Dementia, this is reality. Recall is here to bring memories, faces, and your identity back to life. (ELO: 1516)
  54. OneTrade — OneTrade is the iOS app for effortless stock trading—no fluff, just data-driven insights. Get market trends and investor sentiment to make informed decisions with confidence. (ELO: 1516)
  55. 6 7 Counter — Do you know how many times you've said 6 7? Have you ever kept track? With our new state-of-the-art tracking technology, you can now track all of your 6 7'ing right in one spot! (ELO: 1516)
  56. Corgi AI - Community Retrieval Augmented Generation — CorgiAI is a community-based hub powered by AI to help anyone learn and practice by interacting with ever-expanding shared knowledge (ELO: 1516)
  57. RapidReach — 911 systems are overwhelmed—delays cost lives. RapidReach uses AI to quickly process and relay calls, reducing response times and saving lives. The future of emergency response starts now. (ELO: 1516)
  58. NextEra Energy Challenge — Simulates inspection missions with a drone that maps the shortest path to visit every required waypoint while respecting battery constraints and returning to the launch site between missions. (ELO: 1516)
  59. Blitz — Too broke to afford VR headsets and joysticks? We got you covered. Enjoy immersive FPS games using a handheld pistol! (ELO: 1516)
  60. SyllaBook — All your classes, all in one place. A SyllaBook. (ELO: 1516)
  61. Offscript - Practice Technical Interviews with AI — Offscript bridges the gap between knowing solutions and explaining them by simulating real voice interviews with AI, transforming nervous coders into confident communicators who ace their interviews. (ELO: 1516)
  62. 404 Apparel — 404: Identity not found (ELO: 1516)
  63. investED — Smarter investing starts here. Build your financial literacy and take control of your future. (ELO: 1516)
  64. VoiceKeep — Preserve voices. Share stories. Bring communities to life with AI. (ELO: 1516)
  65. Flower's Boo-tique — Ghosts have invaded your town and are threatening your business. Open your shop and serve your customers while taking care to mark them as an anomalous customer if paranormal events start occurring. (ELO: 1516)
  66. MenuMax — Menu Max: Eat smart, spend less. Transform any restaurant menu into optimized recommendations using nutritional data and AI analysis, maximizing the value of every purchase. (ELO: 1516)
  67. Chameleon — The dynamic sidekick for accessibility. (ELO: 1516)
  68. DubRally — An app that promotes matchmaking between casual tennis players. (ELO: 1516)
  69. Bored — We live in an era of infinite choice, and the result is decision paralysis. When bored, we don’t want to scroll Yelp or Google ratings to decide what to do. So we built the anti-boredom engine. (ELO: 1516)
  70. NotifAI — Streamline your workflow with NotifAI—your AI notepad with AI driven autocorrection, homework assembler and video-lesson generation for supplemental learning. (ELO: 1516)
  71. DWORCA — orca-strate events with your friends (ELO: 1516)
  72. Faceable — Faceable is the zero-contact creative suite. We use face and eye tracking to let anyone draw, paint, and express their vision instantly, overcoming physical barriers to art. (ELO: 1516)
  73. EyeLock — Your Digital Driving Copilot (ELO: 1516)
  74. HopeHub — Turning daily service into measurable impact for Fourth & Hope (ELO: 1516)
  75. flowysurf — flowysurf is a project management tool that uses to nodes to visualize what is done and what needs to get done. Track tasks and milestones across your timeline with a clean and intuitive UI. (ELO: 1516)
  76. Smart Ecolandscaper — Fighting climate change one tree at a time. Uses neural networks to determine the best types of trees to plant in any given location. (ELO: 1516)
  77. AI Tarot Card Reader — Creates tarot reading for user with AI (ELO: 1516)
  78. DocuBridge.ai — A secure, local platform that OCRs faxed EMRs, enabling healthcare professionals to edit, approve, and enhance their pathology reports with AI prompts—eliminating redundancy and streamlining workflow. (ELO: 1516)
  79. VisionNav — Helping the visually impaired navigate their daily life - through sound. (ELO: 1516)
  80. Maatchaa — Match your content to the right sponsors with Maatchaa (ELO: 1516)
  81. 3Docs — Make repair accessible. (ELO: 1516)
  82. Scout Code — We help you reduce your Cursor bill by half.Better and affordable context augmentation for coding agents. (ELO: 1516)
  83. Panic as a Service (PaaS) – a procrastinator’s panic button — With this you will never procrastinate again! (ELO: 1516)
  84. FinScope — Get daily financial news and insights tailored to your interests (ELO: 1516)
  85. Voxel — Voxel is a hands-free app redefining lifestyle & work habits for people with neuromuscular conditions embedded into your OS fully guided by your voice & nose gestures with a personalized AI assistant. (ELO: 1516)
  86. Stylo — Stylo turns your messy and dumb request for AI into a platform-tuned prompt with memory adapting to what you like with the output you dreamed about (ELO: 1516)
  87. lettuce — lettuce is an app that helps reduces food waste by allowing you to scan grocery receipts, track expiration dates, and build a sustainable community by offering surplus food to friends and neighbors (ELO: 1516)
  88. MIT Heat Map — Track your day-to-day location patterns around MIT's campus and compare your movements with others using stunning heat maps and precise path visuals. (ELO: 1516)
  89. EduTube — the best study tool. (ELO: 1516)
  90. StarStop — StarStop blends F1 data with astrology to forecast driver performance. We map planetary transits to each racer’s chart, predicting who’s cosmically primed to win the next Grand Prix. (ELO: 1516)
  91. CampOut Loud — A one-stop platform that helps travelers easily plan trips to U.S. national parks by combining information about housing, transportation, and recreation into a single, intuitive interface. (ELO: 1516)
  92. CloseCalls — Do you want to train your action detection model without having to spending a lot of time looking for costly real-world scenarios? We can generate a synthetic dataset and model for you! (ELO: 1516)
  93. Tailores — You are the perfect candidate. Tailor your resume. (ELO: 1516)
  94. Sparsh Mukthi — Embracing Touchless Technology (ELO: 1516)
  95. Visionaries — This project helps a person experience 10 various eye defects in VR. (ELO: 1516)
  96. vscost — A tool to analyze your code and give you insight on your AI usage ! (ELO: 1516)
  97. hurrycane — Evacuate disaster safely with seamless ride sharing. (ELO: 1516)
  98. Civic Showdown! — We developed a game where you battle with your elected representatives! Learn about their policies and become invested in your community. Work to defeat evil bosses that threaten to destroy the world! (ELO: 1516)
  99. Terminator — A mixture of agents expert running on cutting edge inference hardware, that in practise can lead to simulation that you can control and experiment or play with. (ELO: 1516)
  100. YOLO: You Only Logout Once — This agent rage quits university on your behalf: solving CAPTCHAs you can't see, paying fees you forgot about, and clicking through bureaucratic hell so you don't have to. World record pending. (ELO: 1516)