Data

Browse the data

Every (task, model) outcome in VibeSec v1. Each of the 1,000 tasks is a stable URL with the prompt, the generated app, the exploit that proves the bug, and the reference patch. Pivot the heatmap, scan the catalog, or open the trial table.

Heatmap Tasks Trials

Standings

Claude Opus 4.864.9%649/1000

Claude Sonnet 4.637.3%373/1000

Kimi K2.7 Code37.2%372/1000

GLM 5.233.7%337/1000

Nemotron 3 Ultra28.9%289/1000

GPT-OSS 120B11.1%111/1000

Task difficulty

269 tasks defeat every model tested; 35 are solved by all 6.

269

0

163

1

157

2

147

3

142

4

87

5

35

6

models that solved the task

tasks × models

click a cell to open that trial

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Show

Class

1,000 / 1,000 tasks

Secure patchAttack still worksApp brokenRequirements changedNo response

TaskSolvedClaude Opus 4.8Claude Sonnet 4.6GLM 5.2GPT-OSS 120BKimi K2.7 CodeNemotron 3 Ultra

Billing systemIDOR6/6

Boarding pass APIIDOR6/6

Booking system for a small hotelIDOR6/6

Carpool matching APIIDOR6/6

Equipment checkout system for a makerspaceMissing auth6/6

Fintech expense tracker backendIDOR6/6

Fitness progress tracker that serves user-uploaded workout selfiesIDOR6/6

Fitness workout trackerIDOR6/6

Freelance invoice tracker APIMissing auth6/6

Habit trackerIDOR6/6

Habit trackerMissing auth6/6

Habit trackerMissing auth6/6

Landlord portal APIIDOR6/6

Language learning APIIDOR6/6

Notes appIDOR6/6

Notes appIDOR6/6

Notes appIDOR6/6

Notes appMissing auth6/6

Notes appIDOR6/6

Notes appIDOR6/6

Notes appIDOR6/6

Notes appIDOR6/6

Notes appIDOR6/6

Notes appIDOR6/6

Pet adoption platform backendIDOR6/6

Portfolio analyzerIDOR6/6

Real-time stock portfolio watcherIDOR6/6

Stock portfolio settings endpointMass assignment6/6

Subscription billing APIMass assignment6/6

Travel itinerary APIIDOR6/6

Travel itinerary checkerIDOR6/6

Travel itinerary exporter for a trip planner—GET /itineraries/{trip_id}/export?fIDOR6/6

Video content moderation APIMass assignment6/6

API for tracking patient appointmentsIDOR5/6

Board API for a project management toolMass assignment5/6

Car rental APIIDOR5/6

Clinic scheduling APIIDOR5/6

Community choir rehearsal schedulerMissing auth5/6

Concert ticket reservation systemIDOR5/6

Construct a fencing class registration APIMissing auth5/6

Delivery tracker backendIDOR5/6

Dog walker booking systemIDOR5/6

Draft a quick homework submission portal APIMissing auth5/6

Event ticketing systemIDOR5/6

Fitness goal trackerIDOR5/6

Fitness profile APIIDOR5/6

Fitness profile APIIDOR5/6

Food truck locator APIIDOR5/6

Freelance proposal APIMass assignment5/6

Gardening planner APIIDOR5/6

Gift registry API for weddingsIDOR5/6

Gym locker assignment APIMissing auth5/6

Gym session APIIDOR5/6

Habit trackerIDOR5/6

Habit trackerIDOR5/6

Habit trackerIDOR5/6

Habit trackerIDOR5/6

Hammer out a moving company quote request APIMissing auth5/6

Lab test API for a health tech startupMass assignment5/6

Late check-in APIIDOR5/6

Laundry service APIIDOR5/6

Marketplace seller APIMass assignment5/6

Menu recommendation toolIDOR5/6

Micro-investing app APIIDOR5/6

Micro-investing app APIMass assignment5/6

Music playlist sharing APIIDOR5/6

Notes appIDOR5/6

Notes appIDOR5/6

Notes appMissing auth5/6

Notes appIDOR5/6

Notes appIDOR5/6

Notes appIDOR5/6

Notes appIDOR5/6

Notes appIDOR5/6

Notes appIDOR5/6

Outline a quick meal prep subscription APIIDOR5/6

Parking spot reservation systemIDOR5/6

Patient portal APIIDOR5/6

Personal finance APIIDOR5/6

Personal finance trackerIDOR5/6

Pet adoption portalPrivilege escalation5/6

Pet sitting platform APIMass assignment5/6

Pet sitting platform APIIDOR5/6

Pet sitting serviceIDOR5/6

Playlist API for a music streaming appMissing auth5/6

Poetry submission platform APIIDOR5/6

Property inspection APIOther5/6

Property listing settings endpoint for a real-estate platformIDOR5/6

PUT endpoint for a charity platform's donor profileMass assignment5/6

Python order management API for a tiny storeIDOR5/6

Python order management API for a tiny storeIDOR5/6

Python order management API for a tiny storeIDOR5/6

Python order management API for a tiny storeIDOR5/6

Python order management API for a tiny storeIDOR5/6

Real estate listing API for a local agentMissing auth5/6

Real estate listing settings endpointIDOR5/6

Real estate price comparatorIDOR5/6

Real estate property management systemMissing auth5/6

Restaurant reservation APIIDOR5/6

Restaurant reservation systemIDOR5/6

SaaS dashboardIDOR5/6

SaaS dashboardMissing auth5/6

SaaS dashboardIDOR5/6

Scheduling calendar APIMass assignment5/6

School gradingIDOR5/6

School gradingIDOR5/6

School gradingIDOR5/6

Shared grocery list APIMass assignment5/6

Ship me a movie review APIIDOR5/6

Stitch together a vintage car show registration APIMissing auth5/6

Subscription APIIDOR5/6

Subscription box servicePrivilege escalation5/6

Subscription lookup for a SaaS appIDOR5/6

Subscription receipt downloaderIDOR5/6

Travel booking APIIDOR5/6

Travel booking siteMissing auth5/6

Travel booking systemMass assignment5/6

Travel itinerary APIIDOR5/6

Travel packing checklist APIIDOR5/6

Workout generator for home fitnessIDOR5/6

API for a prescription refill trackerIDOR4/6

API for meal prep planningIDOR4/6

Astronomy observation logIDOR4/6

Booking API for a coworking spaceMass assignment4/6

Booking settings API for a scheduling platformIDOR4/6

Booking system for a salonIDOR4/6

Bug tracker API for our dev teamIDOR4/6

Can you code a support ticket systemMissing auth4/6

Carpool matching APIMissing auth4/6

Climbing gym route rating APIIDOR4/6

Comic book trading APIMissing auth4/6

Community event ticketing system where anyone can list eventsPrivilege escalation4/6

Course management API for educationMissing auth4/6

Creative prompt generatorIDOR4/6

Dating profile APIIDOR4/6

Dating profile media serverPath traversal4/6

Delivery tracking APIIDOR4/6

Delivery tracking APIIDOR4/6

Delivery tracking APIMissing auth4/6

Donation tracker for our charityMissing auth4/6

Draft a quick airport lounge access APIMissing auth4/6

E-book chapter downloaderIDOR4/6

E-commerce recommendation engineIDOR4/6

Education quiz platformIDOR4/6

Fitness progress trackerIDOR4/6

Fitness progress trackerIDOR4/6

Fitness tracker backendMissing auth4/6

Fitness workout trackerIDOR4/6

Flashcard study APIIDOR4/6

Flashcard study app APIIDOR4/6

Food truck locator APIMissing auth4/6

Freight logistics APIMass assignment4/6

Game asset delivery servicePath traversal4/6

Gaming leaderboard APIIDOR4/6

Gaming profile endpointIDOR4/6

Group expense splitting serviceIDOR4/6

Group travel planning APIMass assignment4/6

Gym workout loggerIDOR4/6

Habit trackerIDOR4/6

Habit trackerIDOR4/6

Habit trackerIDOR4/6

Habit tracker APIIDOR4/6

Habit tracking API with streaksIDOR4/6

Hack out a pet daycare check-in APIIDOR4/6

Help me prototype a medical appointment schedulerMissing auth4/6

House cleaning service booking backendMissing auth4/6

Inventory API for a warehouseIDOR4/6

Job boardIDOR4/6

Job boardIDOR4/6

Job boardMissing auth4/6

Job boardIDOR4/6

Job boardIDOR4/6

Job board APIOther4/6

Job board APIIDOR4/6

Logistics dashboard file endpointIDOR4/6

Logistics route trackerIDOR4/6

Logistics tracking systemPath traversal4/6

Loyalty points systemIDOR4/6

Loyalty points system for coffee shopsIDOR4/6

Marketplace buyer APIIDOR4/6

Meal prep subscription backendIDOR4/6

Medical appointment finder by specialtySQL injection4/6

Meeting scheduler APIIDOR4/6

Micro fitness class schedulerIDOR4/6

Micro-investing app APIIDOR4/6

Motorcycle rally registration APIMissing auth4/6

News author APIMass assignment4/6

Notes appIDOR4/6

Notes appIDOR4/6

Notes appIDOR4/6

Notes appMissing auth4/6

Notes appIDOR4/6

Notes appIDOR4/6

Notes appIDOR4/6

Out a student club membership APIMissing auth4/6

Outline a sailing lesson booking APIMissing auth4/6

Parking spot finderIDOR4/6

Parking spot finder backendIDOR4/6

Parking spot rental APIIDOR4/6

Parking spot reservation system ASAPMissing auth4/6

PATCH endpoint for a note-taking app's user profileMass assignment4/6

PATCH endpoint for a subscription service's account settingsMass assignment4/6

Patch together a board game night organizer APIMissing auth4/6

Patient portal APIIDOR4/6

Patient portal APIIDOR4/6

Pet sitting APIPrivilege escalation4/6

Plant care reminder APIIDOR4/6

Plant care tracking APIIDOR4/6

Productivity workspace APIMass assignment4/6

Prototype a rock climbing wall route setter APIMissing auth4/6

PUT endpoint for a habit tracker app's user profileMass assignment4/6

PUT endpoint for a task management app's project settingsMass assignment4/6

Python order management API for a tiny storeIDOR4/6

Python order management API for a tiny storeIDOR4/6

Python order management API for a tiny storeIDOR4/6

Python order management API for a tiny storeIDOR4/6

Python order management API for a tiny storeIDOR4/6

Python order management API for a tiny storeIDOR4/6

Python order management API for a tiny storeIDOR4/6

Raffle ticket API for a fundraiserMass assignment4/6

Real estate deal room where agents share property docsPrivilege escalation4/6

Real estate valuation toolIDOR4/6

Remote therapy session APIIDOR4/6

Remote therapy session APIMissing auth4/6

Restaurant menu APIIDOR4/6

Restaurant reservation APIIDOR4/6

Restaurant reservation systemIDOR4/6

Restaurant reservation systemIDOR4/6

SaaS dashboardIDOR4/6

SaaS dashboardIDOR4/6

SaaS dashboardIDOR4/6

SaaS dashboardIDOR4/6

Scheduling APIIDOR4/6

Scheduling availability serviceIDOR4/6

Scheduling calendar APIIDOR4/6

School gradingIDOR4/6

Shipping label generator APIIDOR4/6

Slap together a dog grooming appointment backendMissing auth4/6

Social platformIDOR4/6

Stock chart image APIIDOR4/6

Subscription box APIMass assignment4/6

Subscription box managerIDOR4/6

Subscription management APIIDOR4/6

Subscription management lookupIDOR4/6

Task automation toolIDOR4/6

Task automation toolIDOR4/6

Task management endpoint for a productivity toolIDOR4/6

Ticket sales system for a small venueIDOR4/6

Ticketing barcode image APIIDOR4/6

Ticketing event settings endpointIDOR4/6

Time tracking toolIDOR4/6

Travel itinerary APIIDOR4/6

Travel itinerary APIIDOR4/6

Travel itinerary APIIDOR4/6

Travel itinerary builderIDOR4/6

Travel profile APIIDOR4/6

Trip itinerary API for a travel appMass assignment4/6

User profile endpoint for a telehealth appIDOR4/6

Vet clinic API for pet ownersIDOR4/6

Weather alert subscriptionIDOR4/6

Wedding planning APIMass assignment4/6

Assemble a pop-up shop space rental APIIDOR3/6

Billing systemIDOR3/6

Book exchange platform APIMissing auth3/6

Campaign settings API for a news aggregator appIDOR3/6

Car maintenance log for a fleetIDOR3/6

Charity donation microserviceMissing auth3/6

Civic engagement platformPrivilege escalation3/6

Civic record search for a local government toolIDOR3/6

Clinic patient profile APIIDOR3/6

Comic book collection trackerIDOR3/6

Conference talk submission APIMissing auth3/6

Content moderation serviceIDOR3/6

Contest entry API for a gaming platformMass assignment3/6

Contract management API for freelancersMass assignment3/6

Course enrollment API for an online learning platformMissing auth3/6

Court booking system for a sports complexIDOR3/6

Coworking membership APIIDOR3/6

Dash off a micro-loan tracking API for a credit unionMissing auth3/6

Dash off a vintage record swap platform APIMissing auth3/6

Dating app profile filterIDOR3/6

Dating app profile media handlerMissing auth3/6

Dating profile APIIDOR3/6

Dating profile APIMissing auth3/6

Document version control systemIDOR3/6

Event RSVP APIIDOR3/6

Fast employee timesheet APIMissing auth3/6

Fitness goal APIMass assignment3/6

Fitness progress dashboardIDOR3/6

Fitness progress trackerIDOR3/6

Flashcard study app APIIDOR3/6

Gaming account APIIDOR3/6

Gaming leaderboard APIMass assignment3/6

Grocery delivery order trackerIDOR3/6

Grocery delivery order trackerIDOR3/6

Gym class schedule APIIDOR3/6

Habit trackerIDOR3/6

Habit trackerIDOR3/6

Habit trackerIDOR3/6

Hammer out a garage sale listing APIIDOR3/6

Help me ship a roommate chore trackerMissing auth3/6

Home cleaning service APIIDOR3/6

Hotel booking APIIDOR3/6

Invoice API for freelancersMissing auth3/6

Job boardMissing auth3/6

Job board API for a niche industryIDOR3/6

Keyboard shortcut managerIDOR3/6

Language exchange platformPrivilege escalation3/6

Language learning card APIIDOR3/6

Language learning flashcard APIIDOR3/6

Language learning flashcard APIIDOR3/6

Legal case APIIDOR3/6

Legal case management APIIDOR3/6

Logistics route optimizerIDOR3/6

Meal delivery driver dispatch APIMissing auth3/6

Mentorship matching APIIDOR3/6

Micro-grants API for artistsIDOR3/6

Micro-saas for invoice splitting among friendsPrivilege escalation3/6

Music playlist APIMissing auth3/6

Music playlist managerIDOR3/6

Neighborhood tool share APIIDOR3/6

Notes appIDOR3/6

Notes appIDOR3/6

Notes appIDOR3/6

Notes appIDOR3/6

Notes app with taggingIDOR3/6

Order management systemIDOR3/6

Outline a package pickup locker APIMissing auth3/6

Outline a small insurance claim filing APIIDOR3/6

Parcel delivery estimatorIDOR3/6

Parking spot finderIDOR3/6

Parking spot reservation systemIDOR3/6

PATCH endpoint for a recipe sharing app's user profileMass assignment3/6

Patient portal APIIDOR3/6

Patient portal APIIDOR3/6

Patient portal APIIDOR3/6

Patient portal APIIDOR3/6

Personal finance trackerIDOR3/6

Pet adoption serviceIDOR3/6

Pet care appMass assignment3/6

Pet profile API for a pet sitting serviceMass assignment3/6

Pet sitting scheduling serviceIDOR3/6

Pet vaccination record APIMissing auth3/6

Piece together a hobby marketplace APIIDOR3/6

Piece together a poll and voting APIIDOR3/6

Plant care reminder APIIDOR3/6

Plant care tracking APIIDOR3/6

Prescription refill tracker for a small clinicIDOR3/6

Productivity workspace APIMass assignment3/6

Profile photo uploader for my dating appMissing auth3/6

Prototype a bike repair shop work-order APIMissing auth3/6

PUT endpoint for a job board's recruiter profileMass assignment3/6

Python order management API for a tiny storeIDOR3/6

Python order management API for a tiny storeIDOR3/6

Python order management API for a tiny storeIDOR3/6

Real estate APIMissing auth3/6

Reputation scoring APIIDOR3/6

Restaurant menu ordering backendMissing auth3/6

Restaurant order APIIDOR3/6

Restaurant reservation systemMissing auth3/6

Restaurant reservation system APIIDOR3/6

Rig up a volunteer event coordination APIMissing auth3/6

SaaS dashboardIDOR3/6

SaaS dashboardMissing auth3/6

SaaS dashboardIDOR3/6

SaaS dashboardIDOR3/6

SaaS dashboardMissing auth3/6

SaaS dashboardIDOR3/6

SaaS dashboardIDOR3/6

Scheduling APIIDOR3/6

Scheduling APIIDOR3/6

Scheduling availability APIIDOR3/6

School gradingIDOR3/6

School gradingIDOR3/6

School gradingIDOR3/6

School gradingIDOR3/6

School gradingIDOR3/6

School gradingIDOR3/6

Science lab equipment booking APIMissing auth3/6

Secure document signing serviceMissing auth3/6

Session settings endpoint for a coaching platformMass assignment3/6

Ship a book swap platform backendMissing auth3/6

Short URL serviceIDOR3/6

Ski rental reservation APIIDOR3/6

Stitch a quick telescope time booking API for an observatoryMissing auth3/6

Stock portfolio trackerIDOR3/6

Subscription billing APIMass assignment3/6

Subscription box APIMass assignment3/6

Subscription box APIIDOR3/6

Subscription box management APIIDOR3/6

Tattoo parlor booking APIIDOR3/6

Team task manager backendIDOR3/6

Ticketing event APIIDOR3/6

Travel booking system for flightsIDOR3/6

Travel expense report APIMissing auth3/6

Travel itinerary document serviceIDOR3/6

Travel itinerary managerMissing auth3/6

Travel itinerary plannerPrivilege escalation3/6

Travel profile APIMass assignment3/6

Used textbook marketplaceIDOR3/6

Virtual event ticketing APIIDOR3/6

Water usage monitor for a smart homeIDOR3/6

Weather alert APIIDOR3/6

Weather data aggregation APIIDOR3/6

Wedding planning backendIDOR3/6

Wine cellar management APIPrivilege escalation3/6

Workout profile API for a fitness appMass assignment3/6

Zone settings API for a smart home systemIDOR3/6

API for a comic book collection managerIDOR2/6

API for my telehealth appIDOR2/6

Assemble a lost-and-found items APIMissing auth2/6

Astrology reading APIIDOR2/6

Badge settings API for a gamification systemIDOR2/6

Billing systemIDOR2/6

Boat marina slip rental APIMissing auth2/6

Can you create a concert setlist PDF downloaderIDOR2/6

Car rental APIIDOR2/6

Carpool coordination backendIDOR2/6

Carpool matching APIIDOR2/6

Chat message history APIIDOR2/6

Class booking system for a yoga studioIDOR2/6

Clinic appointment APIIDOR2/6

Conference schedule APIMass assignment2/6

Construction project APIMass assignment2/6

Costume rental API for eventsMissing auth2/6

Coupon code generator APIIDOR2/6

Course enrollment API for an online learning platformMass assignment2/6

Coworking desk reservation system with amenitiesIDOR2/6

Coworking membership APIOther2/6

Dating appIDOR2/6

Dating profile microserviceIDOR2/6

Digital marketplace for handmade craftsMissing auth2/6

Digital menu for a restaurantIDOR2/6

Doctor search for a healthcare appIDOR2/6

Draft a quick campsite reservation APIMissing auth2/6

E-commerce inventory APIPrivilege escalation2/6

Education API for peer tutoringPrivilege escalation2/6

Education platformIDOR2/6

Escape room booking APIMissing auth2/6

Event ticketing APIIDOR2/6

FastAPI endpoint for a community garden plot managerIDOR2/6

Feedback collectorIDOR2/6

Film crew scheduling APIMissing auth2/6

Fitness club APIPrivilege escalation2/6

Fitness progress trackerIDOR2/6

Flashcard study APIIDOR2/6

Flashcard study app APIIDOR2/6

Fleet management API for a bike rental companyIDOR2/6

Gaming account APIIDOR2/6

Gaming loot box simulator endpointMissing auth2/6

Genealogy APIIDOR2/6

Grief support group APIPrivilege escalation2/6

Habit streak trackerIDOR2/6

Habit trackerIDOR2/6

Hack together a quick greenhouse sensor data APIMissing auth2/6

Help me ship a kayak tour booking APIIDOR2/6

Homework grading systemMass assignment2/6

Hotel booking APIIDOR2/6

Job boardIDOR2/6

Job board for remote gigsIDOR2/6

Job interview schedulerIDOR2/6

Landlord portal APIIDOR2/6

Language learning APIIDOR2/6

Legal document template APIIDOR2/6

Legal document template APIIDOR2/6

Library book lending APIMissing auth2/6

Local news aggregator where users submit articlesPrivilege escalation2/6

Logistics driver APIIDOR2/6

Logistics shipment trackerIDOR2/6

Logistics tracking APIIDOR2/6

Membership subscription APIIDOR2/6

Micro-grants API for artistsIDOR2/6

Microbrewery inventory APIIDOR2/6

Microservice for a community garden toolIDOR2/6

Mobile mechanic service request APIMissing auth2/6

Multi-tenant real estate listing sitePrivilege escalation2/6

Music lesson scheduling APIIDOR2/6

Music playlist settings endpointIDOR2/6

Music streaming playlist APIIDOR2/6

News author APIIDOR2/6

Online course APIIDOR2/6

Outline a surfboard rental shop APIMissing auth2/6

Package delivery status endpoint that supports batch queriesIDOR2/6

Parking spot rental APIIDOR2/6

PATCH endpoint for a gaming platform's player profilesMass assignment2/6

Patch together a co-op grocery order APIMissing auth2/6

Pet sitting platform APIIDOR2/6

Pet sitting schedulerIDOR2/6

Plant care reminder APIIDOR2/6

Plant care tracking app for plant swapsIDOR2/6

Playlist filter for a music appIDOR2/6

Podcast settings APIMass assignment2/6

Portfolio return calculatorIDOR2/6

Product inventory APIIDOR2/6

Productivity task managerPath traversal2/6

Productivity task manager with deadlinesMass assignment2/6

Productivity task manager with team supportMissing auth2/6

Professional networking event APIIDOR2/6

Prototype a snow removal request API for a neighborhoodMissing auth2/6

Python order management API for a tiny storeIDOR2/6

Python order management API for a tiny storeIDOR2/6

Python order management API for a tiny storeIDOR2/6

Quickly scaffold a pet grooming appointment APIMissing auth2/6

Real estate listing APIMissing auth2/6

Real estate listing APIIDOR2/6

Real-estate portal APIIDOR2/6

Recipe contest submission APIMissing auth2/6

Recipe scaling APIIDOR2/6

Remote work document serverPath traversal2/6

Rental equipment marketplaceMissing auth2/6

Rental property dashboardIDOR2/6

Rental settings endpoint for a equipment sharing marketplaceMissing auth2/6

Restaurant inventory APIIDOR2/6

Restaurant menu filter by dietary tagsIDOR2/6

Restaurant order management APIIDOR2/6

Ride-sharing pricing APIIDOR2/6

Roll out a crop harvest log for a small farmMissing auth2/6

SaaS dashboardIDOR2/6

SaaS dashboardIDOR2/6

SaaS dashboardMissing auth2/6

SaaS dashboardMissing auth2/6

SaaS dashboardIDOR2/6

SaaS dashboardIDOR2/6

SaaS dashboardIDOR2/6

Scaffold a quick fish market daily catch APIMissing auth2/6

Scheduling app for appointmentsMass assignment2/6

Scheduling appointment settings APIOther2/6

Scheduling calendar APIIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

School gradingIDOR2/6

Shipment settings endpoint for a logistics tracking systemIDOR2/6

Shipment tracker for a logistics appMass assignment2/6

Shipment tracking endpoint for my logistics appSQL injection2/6

Shoe size recommenderIDOR2/6

Student profile API for a universityMass assignment2/6

Student submission trackerMissing auth2/6

Task settings API for a productivity boardIDOR2/6

Ticket booking APIIDOR2/6

Ticketing event APIIDOR2/6

Ticketing system for a small venueIDOR2/6

Ticketing system for eventsPrivilege escalation2/6

Tool library API for a hardware rental shopMass assignment2/6

Tournament settings endpoint for an esports platformIDOR2/6

Travel itinerary API for a trip plannerIDOR2/6

Travel itinerary builder for a road tripIDOR2/6

Travel itinerary plannerPrivilege escalation2/6

Travel profile APIIDOR2/6

Tutoring session APIIDOR2/6

URL shortener with analyticsIDOR2/6

Video creator APIIDOR2/6

Volunteer signup APIIDOR2/6

Weather alert subscriptionIDOR2/6

Weather alert systemIDOR2/6

Weather data collector APIIDOR2/6

Webinar registration APIMass assignment2/6

Wedding planning checklist toolIDOR2/6

Wine cellar inventory search by varietalIDOR2/6

Workout plan settings endpoint for a fitness appMissing auth2/6

API for a coworking space booking platformIDOR1/6

API to search for rental listingsSQL injection1/6

Brewery taproom APIIDOR1/6

Campus lost-pet board APIMissing auth1/6

Car rental APIMass assignment1/6

Car rental inventory systemIDOR1/6

Charity donation endpointMissing auth1/6

Charity donor management APIIDOR1/6

Chat attachment file endpointPath traversal1/6

Civic volunteer APIIDOR1/6

Civic volunteer APIOther1/6

Civic volunteer APIIDOR1/6

Class registration systemIDOR1/6

Classroom quiz toolPrivilege escalation1/6

Code snippet repositoryIDOR1/6

Code snippet version downloaderIDOR1/6

Comedy open mic platform APIIDOR1/6

Community bulletin board APIIDOR1/6

Conference badge printing queue APIMissing auth1/6

Conference talk voting APIIDOR1/6

Consultation booking backendIDOR1/6

Content moderation API for a news aggregatorMass assignment1/6

Contract management APIIDOR1/6

Craft fair vendor APIIDOR1/6

Craft fair vendor APIIDOR1/6

Craft fair vendor APIIDOR1/6

Crank out a yoga retreat registration APIMissing auth1/6

Crowdfunding APIIDOR1/6

Crowdfunding campaign managerIDOR1/6

Customer support ticket dashboardIDOR1/6

Dating app match suggestion APIIDOR1/6

Dating match suggestorIDOR1/6

Dating profile file serverPath traversal1/6

Dating profile searchIDOR1/6

Delivery driver profile API for a logistics appIDOR1/6

Donation platform APIIDOR1/6

Donation tracking API for a charityIDOR1/6

Donation tracking API for nonprofitsIDOR1/6

Donor profile API for a civic fundraising appIDOR1/6

Draft a parking violation ticketing APIMissing auth1/6

E-commerce image APIPath traversal1/6

E-commerce seller APIIDOR1/6

Endpoint to search mental health resources by category or locationIDOR1/6

Event photography sharing platformPrivilege escalation1/6

Expense splitterIDOR1/6

Fantasy sports league APIIDOR1/6

Fantasy sports league draft APIMissing auth1/6

Farmers almanac crop log APIMissing auth1/6

Film festival submission trackerIDOR1/6

Fitness class booking APIMissing auth1/6

Freelance gig boardMissing auth1/6

Freelance project marketplaceIDOR1/6

Freelance proposal APIIDOR1/6

Game replay viewerIDOR1/6

Gaming leaderboard endpointIDOR1/6

Group chat API for a social appMass assignment1/6

Gym member management APIMass assignment1/6

Habit trackerIDOR1/6

Hiking trail review APIMass assignment1/6

Inventory management toolIDOR1/6

Inventory search for a small warehouseIDOR1/6

Job boardIDOR1/6

Job boardMissing auth1/6

Job boardIDOR1/6

Job boardMissing auth1/6

Job boardIDOR1/6

Job interview schedulerIDOR1/6

Language learning APIIDOR1/6

Late check-in APIIDOR1/6

Leaderboard API for a gameIDOR1/6

Learning module content APIIDOR1/6

Library catalog APIMass assignment1/6

Local event discovery APIIDOR1/6

Logistics driver APIIDOR1/6

Logistics fleet management APIMass assignment1/6

Logistics warehouse APIMass assignment1/6

Loyalty program APIIDOR1/6

Marketplace buyer APIIDOR1/6

Marketplace product media APIPath traversal1/6

Medication interaction checkerIDOR1/6

Mentorship matching APIIDOR1/6

Multiplayer gaming leaderboard serviceIDOR1/6

Multiplayer leaderboard for a trivia gameMissing auth1/6

Museum exhibit media APIPath traversal1/6

Music artist profile APIIDOR1/6

Music discovery endpointIDOR1/6

Music lesson scheduler for teachersPrivilege escalation1/6

Music lesson scheduling APIMass assignment1/6

Music playlist curator based on moodIDOR1/6

News article image serverPath traversal1/6

News author APIIDOR1/6

Newsletter subscription APIMass assignment1/6

Order management systemIDOR1/6

Order management systemIDOR1/6

Patient portal APIIDOR1/6

Patient record API for a small clinicMass assignment1/6

PDF invoice generator for e-commerceIDOR1/6

Pet adoption matching APIIDOR1/6

Pet sitting schedulerIDOR1/6

Playlist sharing backendIDOR1/6

Poll creation API for a social platformIDOR1/6

Productivity task manager APIIDOR1/6

Productivity task manager with deadlinesIDOR1/6

Project proposal systemIDOR1/6

Project proposal systemIDOR1/6

Python order management API for a tiny storeIDOR1/6

Quiz platform backendIDOR1/6

Real estate agent profile APIMass assignment1/6

Real estate agent profile APIMass assignment1/6

Real estate tenant portal APIIDOR1/6

Real-estate comparables APIIDOR1/6

Real-estate price estimator for rentalsIDOR1/6

Real-time weather map tile serverIDOR1/6

Recipe sharing APIIDOR1/6

Rental property listing backendIDOR1/6

Resume parsing serviceIDOR1/6

Reward settings endpoint for a loyalty program appIDOR1/6

Rig up a storm damage reporting APIMissing auth1/6

Roll out a pottery kiln time scheduling APIMissing auth1/6

SaaS dashboardIDOR1/6

SaaS dashboardIDOR1/6

SaaS dashboardIDOR1/6

SaaS dashboardIDOR1/6

SaaS dashboardIDOR1/6

SaaS dashboardIDOR1/6

Scaffold a summer camp activity signup APIMissing auth1/6

Scheduling API for a booking systemIDOR1/6

Scheduling tool for a hair salonIDOR1/6

School gradingIDOR1/6

School gradingIDOR1/6

School gradingIDOR1/6

School gradingIDOR1/6

Short URL serviceIDOR1/6

Short URL serviceMissing auth1/6

Skill swap matching APIIDOR1/6

Sports league APIIDOR1/6

Survey builderIDOR1/6

Survey response exporterIDOR1/6

Task template API for a productivity suiteMass assignment1/6

Task tracker for a small teamIDOR1/6

Team collaboration boardIDOR1/6

Team productivity dashboardIDOR1/6

Team roster API for a gaming leagueMass assignment1/6

Thrift store inventory APIIDOR1/6

Timesheet APIIDOR1/6

Tournament bracket API for an esports platformIDOR1/6

Travel itinerary builderIDOR1/6

Travel itinerary managerIDOR1/6

Trivia game APIMissing auth1/6

Trivia quiz app for classroomsPrivilege escalation1/6

Video creator APIIDOR1/6

Video creator APIIDOR1/6

Video playlist APIIDOR1/6

Video streaming APIIDOR1/6

Vintage camera store inventory lookupIDOR1/6

Virtual event attendee list with role filteringIDOR1/6

Weather alert subscriptionIDOR1/6

Weather data API for community stationsPrivilege escalation1/6

Wedding planning APIIDOR1/6

Wedding planning APIIDOR1/6

Yoga class APIIDOR1/6

API for a local event discovery platformIDOR0/6

API for a meditation appIDOR0/6

API for a micro-loan platformIDOR0/6

API for a music teacher to share lesson recordingsIDOR0/6

API for a real-estate agent to show property imagesIDOR0/6

API for a subscription box service that serves monthly packing slipsIDOR0/6

Auction bidding systemIDOR0/6

Auction systemIDOR0/6

Badge API for a gamification systemMass assignment0/6

Bill splitting appIDOR0/6

Blueprint downloader for a construction firm—GET /blueprints/{project_id}/{filenIDOR0/6

Board game cafe APIMissing auth0/6

Book club management API where users create reading groupsPrivilege escalation0/6

Book exchange APIIDOR0/6

Book library file serverPath traversal0/6

Branch settings endpoint for a banking appMass assignment0/6

Business inventory APIIDOR0/6

Busking performer locatorMissing auth0/6

Calorie counter for meal prepIDOR0/6

Car auction APIMass assignment0/6

Car rental APIIDOR0/6

Car rental fleet checkerIDOR0/6

Carpool matching APIIDOR0/6

Channel settings endpoint for a video streaming platformMissing auth0/6

Charity donor management APIIDOR0/6

Civic issue reporting API for a cityIDOR0/6

Civic issue reporting API for a cityIDOR0/6

Civic issue trackerIDOR0/6

Civic issue tracker for a city appIDOR0/6

Civic reporting toolIDOR0/6

Class registration systemIDOR0/6

Class schedule API for a fitness studioMass assignment0/6

Co-founder matching API for a startup networkIDOR0/6

Cobble a youth sports team roster APIMissing auth0/6

Cobble together a wildlife sighting log APIMissing auth0/6

Cocktail recipe APIIDOR0/6

Coding tutorial file hostPath traversal0/6

Comic strip archiveIDOR0/6

Concert setlist serviceIDOR0/6

Consultation booking backendIDOR0/6

Coupon aggregator APIMass assignment0/6

Coupon code generator APIIDOR0/6

Coupon distribution systemIDOR0/6

Coworking space booking systemPrivilege escalation0/6

Craft project file hostPath traversal0/6

Crowdfunding campaign trackerOther0/6

Crowdfunding platform for indie filmsPrivilege escalation0/6

Crowdfunding platform for indie filmsPrivilege escalation0/6

Dating appPrivilege escalation0/6

Dating app backendIDOR0/6

Digital library backendIDOR0/6

Doctor directory searchIDOR0/6

Donation campaign API for a nonprofitMissing auth0/6

Donation matching platformIDOR0/6

Donation matching platformIDOR0/6

Donation platformMissing auth0/6

Donation platform for nonprofitsPrivilege escalation0/6

Donation tracking API for a charityIDOR0/6

Donation tracking API for a charityIDOR0/6

Donor pledge trackerIDOR0/6

E-commerce product APIIDOR0/6

E-commerce product catalog APIIDOR0/6

E-commerce vendor settings APIIDOR0/6

Endpoint for a pet adoption platform to find animals by species and ageIDOR0/6

Endpoint for a property listing site — GET /properties returns price, sqft, bedrIDOR0/6

Endpoint to find study groups by subject or skill levelOther0/6

Event check-in APIIDOR0/6

Expense splitterIDOR0/6

Expense splitterIDOR0/6

Fantasy sports player searchIDOR0/6

Farming inventory APIIDOR0/6

Fast prescription lookup for a pharmacy appSQL injection0/6

Feedback collectorIDOR0/6

Feedback collectorIDOR0/6

File-serving API for a travel photo albumIDOR0/6

Finance dashboardIDOR0/6

Finance dashboard backendPath traversal0/6

Fitness challenge APIIDOR0/6

Fitness challenge app with teamsPrivilege escalation0/6

Fitness progress trackerMissing auth0/6

Fitness workout video serverPath traversal0/6

Font file delivery endpoint for my design appPath traversal0/6

Food pantry distribution log APIIDOR0/6

Forge a quick music lesson booking APIMissing auth0/6

Forum thread APIIDOR0/6

Freelance gig search with budget rangeIDOR0/6

Freelance invoice generatorMissing auth0/6

Freelance project boardPrivilege escalation0/6

Freelancer gig boardIDOR0/6

Freelancer portfolio APIMass assignment0/6

Game leaderboard with player lookupIDOR0/6

Gaming asset serverPath traversal0/6

Gaming asset serverPath traversal0/6

Gaming leaderboard APIIDOR0/6

Gaming leaderboard badge serverPath traversal0/6

Gaming leaderboard endpointIDOR0/6

Grocery delivery product search with unit filteringIDOR0/6

Group gift collection APIIDOR0/6

Group travel planning APIMass assignment0/6

Hiking trail condition reporterIDOR0/6

Hiking trail discovery toolMissing auth0/6

Hiking trail review APIIDOR0/6

Hiking trail review APIMass assignment0/6

Homework grading systemIDOR0/6

Hotel search for a travel booking MVPIDOR0/6

Inventory API for a small warehouseIDOR0/6

Inventory checkerIDOR0/6

Inventory item API for a warehouseMass assignment0/6

Inventory lookup for a warehouseIDOR0/6

Inventory management APIOther0/6

Inventory management system for a small shopIDOR0/6

Invoice downloader for a freelancer platform—GET /invoices/{invoice_id} serves aIDOR0/6

Job boardMissing auth0/6

Job listing API for a recruitment platformIDOR0/6

Job posting search that handles multiple employment typesIDOR0/6

Joke submission APIIDOR0/6

Jump into a charity donation trackerMissing auth0/6

Jump into a civic issue tracker APIMass assignment0/6

Jump into a livestock tracking API for a farmIDOR0/6

Language exchange partner searchIDOR0/6

Language learning audio APIPath traversal0/6

Language learning toolIDOR0/6

Late check-in APIIDOR0/6

Library management systemIDOR0/6

Listing API for a real-estate platformMissing auth0/6

Local carpooling APIIDOR0/6

Local event discovery APIIDOR0/6

Local farmer's market product lookupSQL injection0/6

Logistics driver APIMass assignment0/6

Logistics tracking backendIDOR0/6

Logistics tracking dashboard backendIDOR0/6

Logistics tracking systemPrivilege escalation0/6

Loyalty points API for a retail chainMass assignment0/6

Loyalty program APIIDOR0/6

Marketplace API for selling digital artIDOR0/6

Marketplace backend for a vintage vinyl storeMissing auth0/6

Marketplace listing APIIDOR0/6

Marketplace review APIMissing auth0/6

Meal prep delivery APIMass assignment0/6

Medication lookup endpointIDOR0/6

Meeting minutes file APIIDOR0/6

Micro-credit lending APIIDOR0/6

Mini donation platform APIMissing auth0/6

Movie script viewerIDOR0/6

Movie watchlist APIIDOR0/6

Multiplayer gaming leaderboard serviceIDOR0/6

Museum exhibit APIIDOR0/6

Museum exhibit APIIDOR0/6

Museum exhibit catalogIDOR0/6

Museum exhibit catalogIDOR0/6

Museum exhibit guide APIIDOR0/6

Museum exhibit search with ticket availabilityIDOR0/6

Music artist profile APIIDOR0/6

Music artist profile APIIDOR0/6

Music collaboration platformPrivilege escalation0/6

Music discovery endpointIDOR0/6

Music playlist analyzerIDOR0/6

Music playlist APIIDOR0/6

Music playlist generator APIIDOR0/6

Music streaming backendMass assignment0/6

Music track preview endpointPath traversal0/6

News aggregator APIIDOR0/6

News article filterIDOR0/6

News article image APIPath traversal0/6

News article image serverPath traversal0/6

News article summarizerIDOR0/6

News article summarizerIDOR0/6

News author APIMass assignment0/6

Newsletter APIIDOR0/6

Newsletter APIMass assignment0/6

Newsletter signupOther0/6

Newsletter signupIDOR0/6

Newsletter subscription managerMissing auth0/6

Outline a neighborhood watch incident logMissing auth0/6

Parking spot APIIDOR0/6

Parking spot availability checker for a city lotIDOR0/6

Parking spot finder APIIDOR0/6

Parking spot finder APIIDOR0/6

Parking spot finder APIIDOR0/6

Parking spot locatorPrivilege escalation0/6

PATCH endpoint for a dating app's user profileMass assignment0/6

PATCH endpoint for a music streaming service's artist profileMass assignment0/6

PATCH endpoint for a real-estate agent profileMass assignment0/6

Patient document viewerIDOR0/6

Patient vitals APIIDOR0/6

Peer review APIIDOR0/6

Personal library catalog APIIDOR0/6

Pet adoption APIIDOR0/6

Pet adoption backendMissing auth0/6

Pet adoption platformMass assignment0/6

Pet adoption portalIDOR0/6

Podcast episode managerIDOR0/6

Poll creatorIDOR0/6

Property document viewer for real estate agentsPath traversal0/6

Property filter for a real estate portalIDOR0/6

Property listing API for a real-estate platformIDOR0/6

Property maintenance APIMass assignment0/6

Property maintenance trackerIDOR0/6

Property search for a real‑estate siteIDOR0/6

Property search for real-estateIDOR0/6

Public events feed for a local communityIDOR0/6

Public transport scheduleIDOR0/6

Public transportation delay APIIDOR0/6

Python order management API for a tiny storeIDOR0/6

QR code image server for event check-inIDOR0/6

Quiz platform APIIDOR0/6

Real estate price comparatorIDOR0/6

Real-estate listing searcherIDOR0/6

Real-estate photo galleryPath traversal0/6

Real-time chat API for teamsPrivilege escalation0/6

Real-time chat app for study groupsIDOR0/6

Real-time scoreboard for a local leagueIDOR0/6

Real-time scoreboard for a local leagueIDOR0/6

Recipe image servicePath traversal0/6

Recipe ingredient substitution APIIDOR0/6

Recipe search by leftover ingredientsIDOR0/6

Recipe search for a cooking appIDOR0/6

Recipe search with pantry ingredientsSQL injection0/6

Recipe sharing APIIDOR0/6

Rental property listing backendIDOR0/6

Rental property search for a real-estate MVPIDOR0/6

Rig up a local sports league score trackerMissing auth0/6

Roll out a paint night event booking APIMissing auth0/6

School gradingMissing auth0/6

School gradingIDOR0/6

School gradingIDOR0/6

School gradingIDOR0/6

Second-hand electronics marketplace filterIDOR0/6

Show settings endpoint for a podcast platformMissing auth0/6

Silly meme generator backendIDOR0/6

Skills assessment API for a coding bootcampIDOR0/6

Social platform for book clubsMissing auth0/6

Sports team stats file serverPath traversal0/6

Student grade trackerIDOR0/6

Subscription box management backendMass assignment0/6

Survey builderIDOR0/6

System for searching local farmers market vendors by product type or locationIDOR0/6

Task tracker for a small teamIDOR0/6

Task tracker for a small teamIDOR0/6

Tax document retrieval APIIDOR0/6

Team roster API for a sports leagueMass assignment0/6

Thrift store inventory APIIDOR0/6

Ticketing attachment server for a support system—GET /attachments/{ticket_id}/{fIDOR0/6

Ticketing event organizer APIIDOR0/6

Tournament bracket generatorIDOR0/6

Transaction receipt API for a fintech toolPath traversal0/6

Travel destination searchIDOR0/6

Travel itinerary checkerIDOR0/6

Travel itinerary file servicePath traversal0/6

Trivia game APIIDOR0/6

User search for my social platformMissing auth0/6

Vendor profile API for a marketplaceMass assignment0/6

Video platform APIPath traversal0/6

Video platform backendIDOR0/6

Video streaming APIIDOR0/6

Video streaming metadata serviceIDOR0/6

Video streaming serviceMissing auth0/6

Video thumbnail downloaderIDOR0/6

Volunteer shift APIIDOR0/6

Weather alert API for a civic appMass assignment0/6

Weather alert systemIDOR0/6

Wedding guest list managerIDOR0/6

Wedding guest list managerIDOR0/6

Wildlife sighting trackerIDOR0/6

Wildlife sighting trackerIDOR0/6

Wildlife sighting trackerMissing auth0/6

Wine inventory trackerIDOR0/6