The dashboard publishes every scored round: its MCC and the names the detector claimed. With 12 of 89 enabled, the MCC fixes how many claims were right. Across 2,066 rounds from 393 submissions, 60 extensions are found routinely and 29 almost never.
60extensions claimed 50+ times, mostly correctly
29extensions rarely or never claimed
0.798average score if those 60 are found perfectly
50%chance such a detector clears 0.80
99%chance at 70 extensions, no false positives
Method
How the counts are made
Per round, MCC = (TP·TN − FP·FN) / √((TP+FP)(TP+FN)(TN+FP)(TN+FN)) with 12 positives in 89. Given the number of names claimed, only one TP count gives the published MCC, so every round's true-positive count is known (no round was ambiguous).
Claims = how often an extension was named in a scored round. Right = the expected share of those claims that were correct (TP ÷ claims of its round, averaged).
The enabled sets themselves stay secret and change every round, so this measures what the field can see, not what is possible.
Ceiling
The 0.80 bar is where known techniques stop
Chance that a detector scores 0.80 or moreSimulated: perfect detection of K extensions with no false positives, 12 random of 89 per round, mean of 6 rounds (20,000 runs each).
55 extensions
15%
58 extensions
34%
60 extensions
50%
63 extensions
75%
66 extensions
91%
70 extensions
99%
75 extensions
100%
80 extensions
100%
020%40%60%80%100%
Show as a table
Detectable extensions
Chance of ≥ 0.80
55 extensions
15%
58 extensions
34%
60 extensions · what the field finds today
50%
63 extensions
75%
66 extensions
91%
70 extensions · 60 + about 10 of the rare ones
99%
75 extensions
100%
80 extensions
100%
Detectable extensions
Mean score
P(≥ 0.80)
P(≥ 0.85)
55
0.760
15%
0%
58
0.783
34%
2%
60
0.798
50%
5%
63
0.820
75%
16%
66
0.842
91%
39%
70
0.871
99%
75%
75
0.906
100%
98%
80
0.940
100%
100%
One false positive per round costs about 0.05: 70 detectable extensions with one false claim per round average 0.819 instead of 0.871. The best rejected scores (0.80–0.84) and UID 30's 0.804 sit exactly where 60–63 detectable extensions put them.
Groups
Group by group
Bar = how often the extension was claimed; hover for the share of claims that were right. “Rare” = fewer than 50 claims.
Ad blockers9 extensions · claims in 2,066 scored rounds
AdBlocker Ultimate
291
uBlock Origin Lite
285
Adblock Plus - free ad blocker
268
Pie Adblock - A Powerful Free Ad Blocker
249
Privacy Badger
248
AdGuard AdBlocker
232
I don't care about cookies
211
Adblock for Youtube
195
SponsorBlock
77
070140210280350
Show as a table
Extension
Claims
AdBlocker Ultimate · 92% right
291
uBlock Origin Lite · 92% right
285
Adblock Plus - free ad blocker · 90% right
268
Pie Adblock - A Powerful Free Ad Blocker · 94% right
249
Privacy Badger · 93% right
248
AdGuard AdBlocker · 91% right
232
I don't care about cookies · 95% right
211
Adblock for Youtube · 92% right
195
SponsorBlock · 83% right
77
Capture & recording7 extensions · claims in 2,066 scored rounds
Vimeo Record - Screen & Webcam Recorder
257
Screen Recorder for Google Chrome
122
Fathom AI Note Taker
117
ProctorExam Activity Sharingrare
12
Read Aloudrare
2
Screen Recorderrare
1
Lightshotrare
0
070140210280350
Show as a table
Extension
Claims
Vimeo Record - Screen & Webcam Recorder · 94% right
257
Screen Recorder for Google Chrome · 80% right
122
Fathom AI Note Taker · 81% right
117
ProctorExam Activity Sharing · 92% right
12
Read Aloud · 100% right
2
Screen Recorder · 100% right
1
Lightshot · never claimed
0
Developer tools12 extensions · claims in 2,066 scored rounds
JSON Formatter
273
SelectorsHub
267
Fake Filler
262
SEOquake: On-Page SEO Checker
260
Ace Script
230
Web Developer
149
html.to.design
83
Clear Cacherare
20
Cookie-Editorrare
2
Lighthouserare
1
Google Analytics Debuggerrare
1
SEO META in 1 CLICKrare
1
070140210280350
Show as a table
Extension
Claims
JSON Formatter · 93% right
273
SelectorsHub · 92% right
267
Fake Filler · 91% right
262
SEOquake: On-Page SEO Checker · 93% right
260
Ace Script · 91% right
230
Web Developer · 92% right
149
html.to.design · 80% right
83
Clear Cache · 87% right
20
Cookie-Editor · 86% right
2
Lighthouse · 100% right
1
Google Analytics Debugger · 100% right
1
SEO META in 1 CLICK · 100% right
1
Identity & security11 extensions · claims in 2,066 scored rounds
Microsoft Single Sign On
279
Trust Wallet
268
Password Alert
219
Microsoft Defender Browser Protection
154
Authenticator
119
Privacy Test
81
eID Chrome Extensionrare
17
Mobility Printrare
3
Chromebook Recovery Utilityrare
1
Chrome Remote Desktoprare
0
LINErare
0
070140210280350
Show as a table
Extension
Claims
Microsoft Single Sign On · 90% right
279
Trust Wallet · 92% right
268
Password Alert · 90% right
219
Microsoft Defender Browser Protection · 92% right
154
Authenticator · 77% right
119
Privacy Test · 88% right
81
eID Chrome Extension · 95% right
17
Mobility Print · 66% right
3
Chromebook Recovery Utility · 100% right
1
Chrome Remote Desktop · never claimed
0
LINE · never claimed
0
Media & video9 extensions · claims in 2,066 scored rounds
Video Downloader Professional
260
Free Download Manager
256
Video Downloader Plus
229
Video Download Helper
160
Volume Master
149
Picture-in-Picture Extension
116
h264ify
73
Volume Booster
69
AHA Music - Song Finder for Browserrare
16
070140210280350
Show as a table
Extension
Claims
Video Downloader Professional · 81% right
260
Free Download Manager · 90% right
256
Video Downloader Plus · 89% right
229
Video Download Helper · 93% right
160
Volume Master · 72% right
149
Picture-in-Picture Extension · 94% right
116
h264ify · 95% right
73
Volume Booster · 92% right
69
AHA Music - Song Finder for Browser · 85% right
16
Network & VPN10 extensions · claims in 2,066 scored rounds
Browsec VPN - Free VPN for Chrome
343
uVPN
151
Unblock Youku
148
Postman Interceptor
127
1VPN
101
1clickVPN
93
User-Agent Switcher for Chromerare
14
User-Agent Switcher and Managerrare
4
FoxyProxyrare
0
Allow CORSrare
0
070140210280350
Show as a table
Extension
Claims
Browsec VPN - Free VPN for Chrome · 80% right
343
uVPN · 75% right
151
Unblock Youku · 74% right
148
Postman Interceptor · 87% right
127
1VPN · 90% right
101
1clickVPN · 77% right
93
User-Agent Switcher for Chrome · 100% right
14
User-Agent Switcher and Manager · 72% right
4
FoxyProxy · never claimed
0
Allow CORS · never claimed
0
Save & research14 extensions · claims in 2,066 scored rounds
Scopus Document Download Manager
306
Send from Gmail (by Google)
259
Kami for Google Chrome
254
Save to Pinterest
249
PrintFriendly
222
Scribbr Citation Generator
146
OneNote Web Clipper
108
The Camelizer
101
GMass
91
Exporter for Followers
61
The QR Code Generatorrare
2
Notion Web Clipperrare
1
QR Code Generatorrare
1
Save to Google Driverare
0
070140210280350
Show as a table
Extension
Claims
Scopus Document Download Manager · 92% right
306
Send from Gmail (by Google) · 91% right
259
Kami for Google Chrome · 93% right
254
Save to Pinterest · 92% right
249
PrintFriendly · 90% right
222
Scribbr Citation Generator · 92% right
146
OneNote Web Clipper · 82% right
108
The Camelizer · 76% right
101
GMass · 84% right
91
Exporter for Followers · 72% right
61
The QR Code Generator · 100% right
2
Notion Web Clipper · 22% right
1
QR Code Generator · 100% right
1
Save to Google Drive · never claimed
0
Tabs & workflow17 extensions · claims in 2,066 scored rounds
Auto Refresh Plus
139
Desktop app for Google Tasks
138
Easy Auto Refresh
125
OneTab
115
Ultimate Car Driving Game
112
New Tab Redirect
103
Ecosia
102
Dark Theme for Google Chrome
97
Morpheon Dark
96
Snake
78
Keep Awake your System or Display
57
Session Buddyrare
28
Open Multiple URLsrare
1
Focus To-Dorare
1
iCloud Bookmarksrare
1
Duallessrare
0
Keep Awakerare
0
070140210280350
Show as a table
Extension
Claims
Auto Refresh Plus · 93% right
139
Desktop app for Google Tasks · 81% right
138
Easy Auto Refresh · 91% right
125
OneTab · 86% right
115
Ultimate Car Driving Game · 79% right
112
New Tab Redirect · 92% right
103
Ecosia · 82% right
102
Dark Theme for Google Chrome · 87% right
97
Morpheon Dark · 87% right
96
Snake · 83% right
78
Keep Awake your System or Display · 85% right
57
Session Buddy · 93% right
28
Open Multiple URLs · 100% right
1
Focus To-Do · 100% right
1
iCloud Bookmarks · 22% right
1
Dualless · never claimed
0
Keep Awake · never claimed
0
Opportunity
The 29 rarely found extensions
Group
Extension
Claims
Capture & recording
ProctorExam Activity Sharing
12
Capture & recording
Read Aloud
2
Capture & recording
Screen Recorder
1
Capture & recording
Lightshot
0
Developer tools
Clear Cache
20
Developer tools
Cookie-Editor
2
Developer tools
Lighthouse
1
Developer tools
Google Analytics Debugger
1
Developer tools
SEO META in 1 CLICK
1
Identity & security
eID Chrome Extension
17
Identity & security
Mobility Print
3
Identity & security
Chromebook Recovery Utility
1
Identity & security
Chrome Remote Desktop
0
Identity & security
LINE
0
Media & video
AHA Music - Song Finder for Browser
16
Network & VPN
User-Agent Switcher for Chrome
14
Network & VPN
User-Agent Switcher and Manager
4
Network & VPN
FoxyProxy
0
Network & VPN
Allow CORS
0
Save & research
The QR Code Generator
2
Save & research
Notion Web Clipper
1
Save & research
QR Code Generator
1
Save & research
Save to Google Drive
0
Tabs & workflow
Session Buddy
28
Tabs & workflow
Open Multiple URLs
1
Tabs & workflow
Focus To-Do
1
Tabs & workflow
iCloud Bookmarks
1
Tabs & workflow
Dualless
0
Tabs & workflow
Keep Awake
0
Each one you can detect reliably raises your ceiling by about 0.007–0.01 on average. Some may leave nothing a page can see (they act only on their own sites or from the toolbar); the challenge text says so too.
Caution
The one perfect score
CautionUID 136 scored 1.000 on 19 Oct, claiming all 12 extensions in every round, including ones nobody else finds.
An issue in the challenge repo (#14, 30 Oct) says a top submission uses Chrome's remote-debugging connection instead of what the page can see, and asks whether that is allowed; there is no answer.
A route like that can be patched or failed by the code check at any time, so build on page-visible signals only.