VQV combines average signal strength, top score, source-backed count, strong signal count, reposts, topic coverage, and source health.
Source Reputation
Which sources are carrying signal?
VQV ranks public sources by recent signal quality, source-backed activity, reposts, topic coverage, and basic source health.
This is a transparency aid, not a claim of authority or independent fact-checking.
It is not a trust seal, private rating, paid placement, or editorial endorsement. It only summarizes public VQV inputs.
Highest Reputation
Composite public source score
1
Hacker News
hackernews · 20 signals · 20 source-backed
309.7
2
arXiv
arxiv · 20 signals · 20 source-backed
186.9
3
Vercel Blog
rss · 9 signals · 7 source-backed
153.8
4
GitHub Changelog
rss · 6 signals · 6 source-backed
131.1
5
IEEE Spectrum AI
rss · 5 signals · 5 source-backed
123.7
6
The Robot Report
rss · 6 signals · 5 source-backed
123.3
7
Hacker News Front Page
rss · 5 signals · 4 source-backed
109.3
8
Ars Technica AI
rss · 4 signals · 3 source-backed
101.3
9
NVIDIA Blog
rss · 3 signals · 3 source-backed
99.3
10
BleepingComputer
rss · 3 signals · 3 source-backed
97.9
11
OpenAI News
rss · 2 signals · 2 source-backed
87.8
12
TechCrunch AI
rss · 2 signals · 2 source-backed
87.1
arXiv 20 signals · top score 82.4
Hacker News 20 signals · top score 81.5
Scobleizer News Pulse (X) 12 signals · top score 82.7
Vercel Blog 9 signals · top score 78.8
The Robot Report 6 signals · top score 82.3
GitHub Changelog 6 signals · top score 69.5
IEEE Spectrum AI 5 signals · top score 71.9
Hacker News Front Page 5 signals · top score 69.4
CNBC Tech 4 signals · top score 75.0
Ars Technica AI 4 signals · top score 70.8
NVIDIA Blog 3 signals · top score 75.6
BleepingComputer 3 signals · top score 71.4
arXiv 20 source-backed · 95.0 avg strength
Hacker News 20 source-backed · 82.2 avg strength
Vercel Blog 7 source-backed · 93.1 avg strength
GitHub Changelog 6 source-backed · 95.0 avg strength
The Robot Report 5 source-backed · 95.0 avg strength
IEEE Spectrum AI 5 source-backed · 92.0 avg strength
Hacker News Front Page 4 source-backed · 89.8 avg strength
NVIDIA Blog 3 source-backed · 94.0 avg strength
BleepingComputer 3 source-backed · 93.0 avg strength
Ars Technica AI 3 source-backed · 91.8 avg strength
OpenAI News 2 source-backed · 95.0 avg strength
Google Security Blog 2 source-backed · 95.0 avg strength
Hacker News 0 reposts · 20 signals
arXiv 0 reposts · 20 signals
Scobleizer News Pulse (X) 0 reposts · 12 signals
Vercel Blog 0 reposts · 9 signals
The Robot Report 0 reposts · 6 signals
GitHub Changelog 0 reposts · 6 signals
Hacker News Front Page 0 reposts · 5 signals
IEEE Spectrum AI 0 reposts · 5 signals
CNBC Tech 0 reposts · 4 signals
Ars Technica AI 0 reposts · 4 signals
The Verge AI 0 reposts · 3 signals
NVIDIA Blog 0 reposts · 3 signals
Hacker News healthy · 26900 successes · 1 errors · 0 rate limits
Scobleizer News Pulse (X) unknown · 0 successes · 0 errors · 0 rate limits
Vercel Blog unknown · 0 successes · 0 errors · 0 rate limits
The Robot Report unknown · 0 successes · 0 errors · 0 rate limits
GitHub Changelog unknown · 0 successes · 0 errors · 0 rate limits
Hacker News Front Page unknown · 0 successes · 0 errors · 0 rate limits
IEEE Spectrum AI unknown · 0 successes · 0 errors · 0 rate limits
CNBC Tech unknown · 0 successes · 0 errors · 0 rate limits
Ars Technica AI unknown · 0 successes · 0 errors · 0 rate limits
The Verge AI unknown · 0 successes · 0 errors · 0 rate limits
NVIDIA Blog unknown · 0 successes · 0 errors · 0 rate limits
BleepingComputer unknown · 0 successes · 0 errors · 0 rate limits
All Evaluated Sources
Public metrics only
Source
Rep
Signals
Source-backed
Avg Strength
Reposts
Topics
Health
Hacker News
309.7
20
20
82.2
0
15
healthy
arXiv
186.9
20
20
95.0
0
15
healthy
Vercel Blog
153.8
9
7
93.1
0
7
unknown
GitHub Changelog
131.1
6
6
95.0
0
2
unknown
IEEE Spectrum AI
123.7
5
5
92.0
0
4
unknown
The Robot Report
123.3
6
5
95.0
0
2
unknown
Hacker News Front Page
109.3
5
4
89.8
0
3
unknown
Ars Technica AI
101.3
4
3
91.8
0
4
unknown
NVIDIA Blog
99.3
3
3
94.0
0
2
unknown
BleepingComputer
97.9
3
3
93.0
0
2
unknown
OpenAI News
87.8
2
2
95.0
0
2
unknown
TechCrunch AI
87.1
2
2
94.5
0
2
unknown
Y Combinator Blog
86.9
2
2
93.5
0
2
unknown
Google Security Blog
83.5
2
2
95.0
0
1
unknown
GitHub Blog
83.2
2
2
93.0
0
2
unknown
MIT Technology Review AI
82.0
2
2
88.0
0
2
unknown
EdSurge
81.8
2
2
92.0
0
1
unknown
CNBC Tech
78.5
4
1
92.2
0
3
unknown
The Verge AI
76.4
3
1
92.7
0
3
unknown
Microsoft Security Blog
75.0
1
1
95.0
0
1
unknown
Scobleizer News Pulse (X)
74.6
12
0
84.2
0
7
unknown
ZDNET AI
74.2
1
1
95.0
0
1
unknown
IEEE Spectrum Robotics
73.4
1
1
95.0
0
1
unknown
Microsoft Research Blog
72.7
1
1
92.0
0
1
unknown
NPR Technology
71.2
1
1
88.0
0
1
unknown
Hacker News Newest
70.5
1
1
88.0
0
1
unknown
Hugging Face Blog
70.4
1
1
90.0
0
1
unknown
Cloudflare Blog
69.0
1
1
91.0
0
1
unknown
Replit Blog
68.0
1
1
91.0
0
1
unknown
Google Research Blog
68.0
1
1
91.0
0
1
unknown
Meta Newsroom
62.2
3
0
91.7
0
2
unknown
GitHub
-116.7
2
0
87.5
0
2
healthy