Scoreboard

APL 2026 · 44 of 50 submissions shown · 6 opted out of public listing

Each project scored 1–10 on Agentic AI usage, working demo, code quality, challenge fit, originality — equal weight, max 50. Tap any card for full reasoning.

🥇 #1
41/50

Nova Habit Tracker

Dwij Joshi · Gamified Habit Builder
  • 💡 Uses AI — @google/generative-ai SDK; GoogleGenerativeAI + getGenerativeModel('gemini-pro') with multi-turn chat history in src/app/api/chat/route.ts
  • 🟢 Live demo accessible
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 2 commits · 16m
AI7 Demo9 Code8 Fit9 Original8
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⚠️ Volunteer adjustment · -5raw 45/50 → adjusted to 40/50
🥈 #2
40/50

AskCricket

Ayush Makwana · Data & Insights
  • 💡 Strong AI integration — Azure OpenAI Responses API agent loop in src/agent.js with 6 function-calling tools in src/tools.js; src/azure.js wraps callAzureChat
  • 🟢 Live demo accessible
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 12 commits · 1.8h
AI9 Demo9 Code9 Fit10 Original8
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🥉 #3
39/50

CrickIntel AI

Hadin Tai · Data & Insights
  • 💡 Strong AI integration — crewai + langchain-google-genai + langchain-groq in requirements.txt; multi-agent CrewAI definitions in backend/agents/insight_agent.py, commentary_agent.py, chatbot_agent.py
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 2 commits · 1.5h
AI10 Demo1 Code9 Fit10 Original9
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#4
39/50

CRIQ

Pratham Raval · Data & Insights
  • 💡 Uses AI — Gemini 2.0 Flash REST integration in frontend/src/utils/ai.ts with cache + mock fallback; consumed by FanIQQuiz.tsx, MomentumChart.tsx, StatExplainer.tsx, Home.tsx, MatchSummary.tsx; backend .env reads GEMINI_API_KEY (python-dotenv)
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
⚠️ 10 commits · span 11.0h (past event end)
AI7 Demo5 Code9 Fit10 Original8
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#5
36/50

NeuroSport

Patel Jaykumar Mahendrabhai · Data & Insights
  • 💡 Strong AI integration — google_generative_ai (Gemini 2.5 Flash) in lib/ai/gemini_service.dart — generateContent + generateContentStream; secrets in lib/core/secrets.dart; used across match_analysis, scenario_simulator, fan_zone, live_commentary_ticker, app_providers
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 2 commits · 3m
AI8 Demo3 Code8 Fit9 Original8
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#6
35/50

CricIQ - AI

Jagat Jeevan Mahapatra · Data & Insights
  • 💡 Uses AI — process.env.GEMINI_API_KEY; fetch to generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash in src/fns/gemini.ts and src/fns/ai-analysis.ts
  • 🟢 Live demo accessible
  • 🛠 Functional, mid-tier build
  • 🎯 Directly addresses the challenge
🧩 21 commits on top of a scaffold
AI7 Demo8 Code7 Fit8 Original5
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#7
35/50

ProduX

Modi Krish · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 8 commits · 2.5h
AI2 Demo9 Code9 Fit8 Original7
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#8
34/50

CricBrain

Aarya Patel · Data & Insights
  • 💡 Uses AI — Gemini 3.1 Flash-Lite via @google/generative-ai in server/controllers/aiController.js — generateCommentary, generateInsights (JSON mode), generateExplanation; gemini config in server/config/gemini.js
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 21 commits · 4.0h
AI7 Demo3 Code8 Fit9 Original7
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#9
33/50

Habit Quest / EpicDaily

Darshit Kotecha · Gamified Habit Builder
  • 💡 Uses AI — @google/genai in package.json; gemini-flash-latest call in server.ts:22
  • 🟢 Live demo accessible
  • 🛠 Functional, mid-tier build
  • ⭐ Strong challenge fit + original angle
📅 7 commits · 1.8h
AI6 Demo5 Code7 Fit8 Original7
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#10
32/50

Habitquest

Yash Patel · Gamified Habit Builder
  • 💡 Strong AI integration — groq-sdk in backend/package.json; tool-calling loop with multi-tool definitions in backend/controllers/aiController.js
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 2 commits · <1m
AI8 Demo1 Code8 Fit8 Original7
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#11
32/50

LifeQuest AI

Deep Vadher · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Functional, mid-tier build
📅 5 commits · 1.8h
AI2 Demo9 Code7 Fit7 Original7
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#12
31/50

Levelup AI

Kuldeepsinh Jhala · Gamified Habit Builder
  • 💡 Uses AI — @google/generative-ai used in BE-AI/ai/gemini.js (multi-key Gemini 2.0 Flash); proxied via BE/src/services/aiProxy.js
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 4 commits · 4.2h
AI7 Demo1 Code8 Fit8 Original7
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#13
31/50

IPL GROUND INTELLIGENCE

Riyank Singh · Data & Insights
  • 💡 No AI / agentic evidence found
  • 🎥 Video demo only
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
📅 4 commits · 2.9h
AI2 Demo5 Code8 Fit9 Original7
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#14
30/50

Apple

FarhaanAli Vohra · Gamified Habit Builder
  • 💡 Uses AI — Nebius DeepSeek V3.2 fetch call in src/services/nlpService.js (chat/completions endpoint, JSON-only system prompt); config in src/config.js
  • — No live demo submitted
  • 🛠 Functional, mid-tier build
📅 1 commit at 2026-05-16 23:38
AI6 Demo3 Code7 Fit7 Original7
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#15
30/50

Lockin

Zishan Vhora · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • ⭐ Strong challenge fit + original angle
🧩 20 commits on top of a scaffold
AI2 Demo4 Code8 Fit9 Original7
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#16
29/50

Streaksmith

Daksh Thakurani · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Polished, well-structured build
  • 🎯 Directly addresses the challenge
📅 7 commits · 3.1h
AI1 Demo4 Code9 Fit9 Original6
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⚠️ Volunteer adjustment · -5raw 34/50 → adjusted to 29/50
#17
29/50

Habit Warrior

Shivansh Darji · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Functional, mid-tier build
  • ⭐ Strong challenge fit + original angle
📅 4 commits · 14m
AI1 Demo9 Code7 Fit9 Original8
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#18
26/50

Data & Insights

Dhruv Mahant · Data & Insights
  • 💡 Uses AI — openai SDK in src/config/openai.ts; chat.completions.create with gpt-4o-mini in src/services/ai.service.ts; called from insight.service.ts:64 and :102
  • — No live demo submitted
  • 🛠 Functional, mid-tier build
📅 1 commit at 2026-05-16 23:35
AI6 Demo3 Code7 Fit6 Original4
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#19
25/50

habitforge

Kalpya Shah · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Functional, mid-tier build
📅 1 commit at 2026-05-16 23:01
AI2 Demo8 Code5 Fit6 Original4
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#20
24/50

Data & Insight

Vansh Shah · Data & Insights
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Functional, mid-tier build
🧩 44 commits on top of a scaffold
AI2 Demo7 Code6 Fit5 Original4
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#21
22/50

Habitquest

Harsh Soni · Gamified Habit Builder
  • 💡 Light AI usage
  • 🟢 Live demo accessible
  • 🛠 Sparse / incomplete codebase
📅 No commit history
AI3 Demo8 Code2 Fit5 Original4
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#22
20/50

Gamified habits

Sarvesh Verma · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
📅 10 commits · 3.2h
AI1 Demo4 Code4 Fit7 Original4
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#23
16/50

CricPulse

Dev Parikh · Data & Insights
  • 💡 Light AI usage
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
📅 No commit history
AI3 Demo1 Code2 Fit6 Original4
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#24
16/50

Beyond the Score

Aadi Shah · Data & Insights
  • 💡 Light AI usage
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
⚠️ 17 commits · span 12.6h (past event end)
AI3 Demo2 Code2 Fit5 Original4
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#25
16/50

IPL Dashboard

Shlok Tilokani · Data & Insights
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
⚠️ 7 commits · span 5.4h (past event end)
AI2 Demo1 Code3 Fit6 Original4
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#26
15/50

Andren

Nipun Kulshrestha · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
📅 1 commit at 2026-05-16 23:18
AI1 Demo2 Code4 Fit5 Original3
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⚠️ Volunteer adjustment · -5raw 19/50 → adjusted to 14/50
#27
14/50

CricketIQ

Harsh Mehta · Data & Insights
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Functional, mid-tier build
📅 1 commit at 2026-05-16 23:24
AI2 Demo3 Code5 Fit5 Original4
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#28
14/50

HabitQuest

Ishan Chavda · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Sparse / incomplete codebase
📅 No commit history
AI2 Demo5 Code1 Fit4 Original2
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#29
13/50

HabitForge

Soni Jeet · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
📅 No commit history
AI2 Demo1 Code1 Fit5 Original4
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#30
11/50

SportsIQ

Preet Bhanuprasad Patel · Data & Insights
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
📅 No commit history
AI2 Demo1 Code1 Fit4 Original3
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⚠️ Volunteer adjustment · -5raw 15/50 → adjusted to 10/50
#31
10/50

APL-Analytics

Ashutosh Bhagat · Data & Insights
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
📅 1 commit at 2026-05-16 23:30
AI2 Demo1 Code4 Fit5 Original3
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#32
10/50

HabitQuest

Sara Bhuva · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
  • ❓ Tangential to the brief
📅 No commit history
AI2 Demo1 Code1 Fit3 Original3
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#33
10/50

Gamified habit builder

Jaimin Suthar · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • 🟢 Live demo accessible
  • 🛠 Sparse / incomplete codebase
  • ❓ Tangential to the brief
📅 No commit history
AI1 Demo3 Code1 Fit3 Original2
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#34
10/50

HabitForge

Zels Sorathiya · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
  • ❓ Tangential to the brief
📅 2 commits · 3.3h
AI1 Demo3 Code2 Fit2 Original2
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⚠️ Volunteer adjustment · -5raw 13/50 → adjusted to 8/50
#35
8/50

Solo leveling habit tracker

Naiteek · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • ⚠️ Demo URL doesn't load
  • 🛠 Sparse / incomplete codebase
📅 No commit history
AI2 Demo1 Code1 Fit4 Original5
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#36
8/50

Generate sports insights for everyone

Utsav Chouhan · Data & Insights
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
  • ❓ Tangential to the brief
📅 No commit history
AI1 Demo1 Code1 Fit3 Original2
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#37
5/50

NexusHabit

Bhavya Shah · Gamified Habit Builder
  • 💡 No AI / agentic evidence found
  • — No live demo submitted
  • 🛠 Sparse / incomplete codebase
  • ❓ Tangential to the brief
📅 2 commits · 15m
AI1 Demo1 Code1 Fit1 Original1
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#38
5/50

game

Pandey Anand Avdhesh · Gamified Habit Builder
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
📅 No commit history
AI1 Demo1 Code1 Fit1 Original1
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#39
5/50

NexPlay - Pro Analytics

Shaantanu Yadav · Data & Insights
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
🚨 1 commits, all after event end
AI1 Demo1 Code1 Fit1 Original1
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#40
5/50

Gamified habit builder

Vraj Parmar · Gamified Habit Builder
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
📅 No commit history
AI1 Demo1 Code1 Fit1 Original1
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#41
5/50

Statesense

Yash Dave · Data & Insights
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
🚨 1 commits, all after event end
AI1 Demo1 Code1 Fit1 Original1
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#42
5/50

REALMFORGE

Atharva Rathod · Gamified Habit Builder
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
🚨 2 commits, all after event end
AI1 Demo1 Code1 Fit1 Original1
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#43
5/50

CricketIQ AI Cricket Intelligence Platform

Harsh Kaptan · Data & Insights
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
📅 No commit history
AI1 Demo1 Code1 Fit1 Original1
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#44
5/50

Cric Insight

Trushil Patel · Data & Insights
  • 🚨 No code committed by 23:49 (event deadline)
  • — All commits in the repo arrived after the event ended
  • — Scored at the minimum floor
📅 No commit history
AI1 Demo1 Code1 Fit1 Original1
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