Every winner comes from a weighted random draw. Each entry you earn becomes one slot in a pool, so 5 entries give you 5 slots and 5 chances. When the giveaway ends, our code picks slots at random using crypto.randomInt, a cryptographically secure generator with no seed anyone can predict or influence. You can read the exact selection code higher up on this page.
Algorithm Transparency
Every winner is chosen
100% fairly
Our open-source algorithm ensures complete fairness. More entries = better odds, but every participant has a real chance to win. Zero manipulation, zero bias, zero exceptions.
Our Transparency Promise
We believe trust is earned through transparency. Every aspect of our winner selection is open for inspection. No black boxes, no hidden algorithms, no secret parameters. What you see is exactly what happens.
The Algorithm Behind the Magic
Every winner is drawn by this code, straight from our codebase. Cryptographically secure randomness, no hidden functions, no secret parameters.
WinnerSelection.ts
1// src/lib/services/WinnerSelection.ts2import { randomInt } from 'crypto';3import { GiveawayEntry } from '@/components/dashboard/giveaways/types';45/**6 * Select winners using weighted random selection7 * @param entries Array of giveaway entries with user IDs and entry counts8 * @param winnerCount Number of winners to select9 * @param hasFraudDetection Whether the server has fraud detection enabled (premium+)10 * @param cooldownExcludedUserIds Optional array of user IDs to exclude due to winner cooldown11 * @param geoExcludedUserIds Optional array of user IDs to exclude due to geo restriction12 * (warn-mode entrants and block-mode strays that slipped past the submit gate)13 * @param referralExcludedUserIds Optional array of user IDs to exclude because they are14 * below the giveaway's Invite-to-Win referral requirement (premium feature)15 * @returns Array of selected winner user IDs16 */17export function selectWinners(18 entries: GiveawayEntry[],19 winnerCount: number,20 hasFraudDetection: boolean = true, // Default to true for backward compatibility21 cooldownExcludedUserIds: string[] = [], // Users excluded due to recent wins (cooldown)22 geoExcludedUserIds: string[] = [], // Users excluded due to geo restriction23 referralExcludedUserIds: string[] = [] // Users below the Invite-to-Win referral requirement24): string[] {25 if (!entries || entries.length === 0) {26 return [];27 }2829 // Create a Set for O(1) lookup of cooldown excluded users30 const cooldownExcludedSet = new Set(cooldownExcludedUserIds);3132 // Filter out:33 // 1. Red-flagged entries ONLY if server has fraud detection enabled (premium+)34 // 2. Users on winner cooldown (won from this server recently)35 // 3. Users whose entry country falls under the giveaway's geo restriction36 // 4. Users below the giveaway's Invite-to-Win referral requirement37 let eligibleEntries = hasFraudDetection38 ? entries.filter(entry => entry.fraud_flag !== 'red')39 : entries; // Free servers: include all entries (ignore fraud flags)4041 // Apply cooldown exclusions (silent exclusion - users can still enter but won't win)42 if (cooldownExcludedSet.size > 0) {43 const beforeCount = eligibleEntries.length;44 eligibleEntries = eligibleEntries.filter(entry => !cooldownExcludedSet.has(entry.user_id));45 const excluded = beforeCount - eligibleEntries.length;46 if (excluded > 0) {47 console.log(`[Winner Selection] Excluded ${excluded} entries due to winner cooldown`);48 }49 }5051 // Apply geo exclusions (warn mode: entered with disclosure, can't win)52 const geoExcludedSet = new Set(geoExcludedUserIds);53 if (geoExcludedSet.size > 0) {54 const beforeCount = eligibleEntries.length;55 eligibleEntries = eligibleEntries.filter(entry => !geoExcludedSet.has(entry.user_id));56 const excluded = beforeCount - eligibleEntries.length;57 if (excluded > 0) {58 console.log(`[Winner Selection] Excluded ${excluded} entries due to geo restriction`);59 }60 }6162 // Apply Invite-to-Win exclusions (entrants below the referral requirement;63 // participants were told up-front they must invite X friends to be eligible)64 const referralExcludedSet = new Set(referralExcludedUserIds);65 if (referralExcludedSet.size > 0) {66 const beforeCount = eligibleEntries.length;67 eligibleEntries = eligibleEntries.filter(entry => !referralExcludedSet.has(entry.user_id));68 const excluded = beforeCount - eligibleEntries.length;69 if (excluded > 0) {70 console.log(`[Winner Selection] Excluded ${excluded} entries below the Invite-to-Win referral requirement`);71 }72 }7374 // If no eligible entries remain (after fraud + cooldown + geo + referral filtering), return empty array75 if (eligibleEntries.length === 0) {76 console.warn('[Winner Selection] No eligible entries after filtering (fraud flags + cooldown + geo + referral-requirement exclusions)');77 return [];78 }7980 // Create weighted pool of entries based on entry count81 const entryPool: string[] = [];8283 for (const entry of eligibleEntries) {84 // Add user_id to the pool based on their entry count85 for (let i = 0; i < entry.entries_count; i++) {86 entryPool.push(entry.user_id);87 }88 }8990 // Randomly select winners without duplicates91 const winners: string[] = [];92 const winnerSet = new Set<string>();9394 // Limit winner count to available unique participants (only eligible entries)95 const uniqueParticipants = new Set(eligibleEntries.map(entry => entry.user_id));96 const availableWinnerCount = Math.min(winnerCount, uniqueParticipants.size);97 98 // If there are no entries or the pool is empty, return empty array99 if (availableWinnerCount === 0 || entryPool.length === 0) {100 return [];101 }102 103 // Select winners104 while (winners.length < availableWinnerCount && entryPool.length > 0) {105 // Select a random entry from the pool106 const randomIndex = randomInt(entryPool.length);107 const selectedUserId = entryPool[randomIndex];108109 // If this user hasn't already been selected as a winner, add them110 if (!winnerSet.has(selectedUserId)) {111 winners.push(selectedUserId);112 winnerSet.add(selectedUserId);113 }114115 // Remove via swap-and-pop (O(1)) instead of splice (O(n)).116 // Selection is uniform random so order of remaining elements doesn't matter.117 entryPool[randomIndex] = entryPool[entryPool.length - 1];118 entryPool.pop();119 }120 121 return winners;122}Key Algorithm Steps
Click on any step below to see its implementation in the code
Line 2
Secure Randomness
Winners are drawn with Node's crypto.randomInt, a cryptographically secure generator. There's no seed to predict and nothing to manipulate, not even by us.
Line 38
Fraud & Cooldown Filtering
Before the draw, fraud-flagged entries are removed on fraud-detection servers, and anyone on winner cooldown is set aside. Free servers keep every entry.
Line 86
Weighted Pool Creation
Fairness starts here. Each user is added to the pool once per entry they earned, so 5 entries means 5 chances. Proportional, never guaranteed.
Line 106
The Draw
A random index into the weighted pool picks each winner. More entries simply means more slots, and every slot has exactly equal odds.
Line 110
Duplicate Prevention
A winner set guarantees nobody wins twice, and we never draw more winners than there are unique eligible participants.
How Fairness Works
See exactly how our algorithm ensures every participant gets a fair chance, with better odds for those who engage more.
1
Entry Collection
Users complete tasks and earn entries based on their actions
2
Weighted Pool Creation
Every entry gets added to the selection pool based on tasks completed
3
Random Selection
Cryptographically secure randomness selects from the weighted pool
4
Duplicate Prevention
Ensures each user can only win once per giveaway
5
Winner Confirmation
Selected winners are verified and announced
Real Example
Alice completes 3 tasks, Bob completes 1 task, Charlie completes 5 tasks. The pool contains 9 total entries with proportional winning chances.
Alice
3 entries earned
33% chance
Bob
1 entry earned
11% chance
Charlie
5 entries earned
56% chance
The Pool (9 total entries)
Each dot represents one entry. Winner is selected randomly from all entries.
No More Rigged Giveaways
A Discord giveaway bot that shows exactly how winners are chosen
The Problem
Most Discord giveaway bots are black boxes. Even when the bot is legitimate and truly random, your community has no way to verify this. They can't see the algorithm, can't check the process, can't prove winners weren't hand-picked.
Without transparency, every giveaway feels suspicious. Your members start wondering if it's actually fair. Trust dies, engagement drops.
We got tired of watching communities die from broken trust
The Solution
Never worry about engagement drops from rigged giveaway accusations again. When members question fairness, just link them to this page.
ScopliDrop's giveaway bot certifies that server owners cannot edit giveaways or choose winners. Period.
We have a 'manually end giveaway' feature, but this only triggers our winning selection algorithm, nothing else. Server admins CANNOT choose winners by any means. This is our promise.
Fairness Questions
Learn how we ensure every giveaway is transparent, secure, and genuinely fair for all participants.
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