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CTFLab

Analytics

Track guild-wide CTF activity and individual player performance with real-time analytics dashboards.

/ctf-analytics

Section titled “/ctf-analytics”

View a comprehensive guild-wide analytics dashboard.

Usage: /ctf-analytics

Permission: Manage Server (admin only)

What it shows (3 tabs):

Tab 1: Overview

Section titled “Tab 1: Overview”

High-level activity metrics:

  • Total CTFs — challenges created in your guild
  • Open CTFs — active (non-archived) challenges
  • Total Solves — challenges solved across all members
  • Total Attempts — sum of all attempts (failed + successful)
  • Unique Solvers — number of members who’ve solved at least one CTF
  • Avg Attempts per CTF — average attempts per challenge
  • Avg Attempts per Solve — average attempts before success (accuracy indicator)

Example:

Total CTFs: 42
Open CTFs: 38
Total Solves: 156
Total Attempts: 287
Unique Solvers: 24
Avg Attempts per CTF: 6.8
Avg Attempts per Solve: 1.8 (high quality challenges!)

Tab 2: Hardest CTFs

Section titled “Tab 2: Hardest CTFs”

Ranks the top 5 most difficult challenges:

  • Challenge Title — with difficulty badge
  • Total Attempted — how many members tried it
  • Total Solved — how many members succeeded
  • Avg Attempts — average attempts before solving
  • Solve Rate — percentage of attempts that succeeded

Use case: Find challenges to adjust or identify knowledge gaps in your guild.

Example:

🥇 RSA Factorization (Hard) — 12 attempted, 3 solved, 8.4 avg attempts, 25% solve rate
🥈 Assembly Reversing (Insane) — 8 attempted, 1 solved, 15.2 avg attempts, 12.5% solve rate

Tab 3: Top Solvers

Section titled “Tab 3: Top Solvers”

Leaderboard of most active members:

  • Rank & User — 🥇🥈🥉 medals for top 3
  • Solves — total challenges solved
  • Points — (if points mode enabled)
  • Total Attempts — attempts across all CTFs

Example (points mode):

🥇 @Alice — 1850 pts (12 solved, 28 attempts)
🥈 @Bob — 1600 pts (10 solved, 22 attempts)
🥉 @Charlie — 1050 pts (8 solved, 31 attempts)

/ctf-stats [member]

Section titled “/ctf-stats [member]”

View detailed performance stats for any player.

Usage: /ctf-stats (yourself) or /ctf-stats @username (another member)

Permission: Public (all members can view anyone’s stats)

What it shows:

  • User Avatar — member’s profile picture
  • Solves — total challenges solved
  • Attempts — total attempts across all challenges
  • Accuracy — percentage of attempts that succeeded
  • First Bloods — challenges this user solved first
  • Points — (if points mode enabled)
  • Difficulty Breakdown — solves by difficulty level (Easy: 5, Hard: 3, etc.)
  • First Solve — timestamp of first challenge solved
  • Last Solve — timestamp of most recent solve

Example Output:

@Alice's CTF Stats


Solves: 12 / 15 attempted
Attempts: 28 total
Accuracy: 82.1%
First Bloods: 3
Points: 1850 pts


Difficulty Breakdown:
  Easy: 5 (500 pts)
  Medium: 4 (750 pts)
  Hard: 3 (600 pts)


First Solve: 2026-03-15 14:32 UTC
Last Solve: 2026-04-28 09:15 UTC

Real-Time Updates

Section titled “Real-Time Updates”

Both dashboards update instantly as members solve challenges:

  • New solves appear on leaderboards immediately
  • Hardest CTFs rankings recalculate dynamically
  • Player stats refresh in real-time

Banned Users

Section titled “Banned Users”

If you ban a member with /ctf-ban, they automatically:

  • Disappear from leaderboards
  • Don’t count toward “Unique Solvers” metrics
  • Are excluded from “Top Solvers” rankings
  • Unbanning restores them with full history intact

Tips & Use Cases

Section titled “Tips & Use Cases”

For Guild Admins

Section titled “For Guild Admins”

Use Case 1: Balance Difficulty

  • Check “Hardest CTFs” tab
  • If a challenge has <20% solve rate and 10+ attempts, consider it too hard
  • Publish a hint or adjust for next iteration

Use Case 2: Celebrate Milestones

  • View “Top Solvers” tab monthly
  • Announce top performers in #announcements
  • Award special roles or react with celebrations

Use Case 3: Engagement Metrics

  • Use “Overview” to track monthly growth
  • Compare unique solvers month-over-month
  • Gauge whether challenges are getting easier (higher solve rates) or harder

For Members

Section titled “For Members”

Use Case 1: Track Progress

  • Run /ctf-stats to see your improvement over time
  • Watch accuracy increase as you get better

Use Case 2: Find Weak Areas

  • Check difficulty breakdown in your stats
  • Focus on difficulty levels where you have few solves

Use Case 3: Compare Performance

  • Check /ctf-stats @friend to see how you compare (friendly competition!)
  • Aim to beat their first-blood count

Next Steps

Section titled “Next Steps”