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
297.7
2
arXiv
arxiv · 20 signals · 20 source-backed
212.8
3
TechCrunch AI
rss · 12 signals · 10 source-backed
188.2
4
Vercel Blog
rss · 9 signals · 8 source-backed
160.6
5
GitHub Blog
rss · 8 signals · 8 source-backed
154.0
6
The Verge AI
rss · 9 signals · 5 source-backed
127.1
7
The Robot Report
rss · 5 signals · 5 source-backed
119.8
8
TechCrunch Robotics
rss · 5 signals · 5 source-backed
119.5
9
Google Security Blog
rss · 5 signals · 5 source-backed
117.5
10
OpenAI News
rss · 4 signals · 4 source-backed
111.4
11
NVIDIA Blog
rss · 4 signals · 4 source-backed
110.8
12
Microsoft Developer Blog
rss · 4 signals · 4 source-backed
109.8
arXiv 20 signals · top score 86.2
Hacker News 20 signals · top score 70.6
TechCrunch AI 12 signals · top score 83.6
The Verge AI 9 signals · top score 78.9
Vercel Blog 9 signals · top score 78.5
GitHub Blog 8 signals · top score 70.8
CNBC Tech 6 signals · top score 70.9
The Robot Report 5 signals · top score 76.1
TechCrunch Robotics 5 signals · top score 71.5
Google Security Blog 5 signals · top score 63.1
OpenAI News 4 signals · top score 75.6
NVIDIA Blog 4 signals · top score 70.3
arXiv 20 source-backed · 95.0 avg strength
Hacker News 20 source-backed · 78.4 avg strength
TechCrunch AI 10 source-backed · 93.7 avg strength
Vercel Blog 8 source-backed · 92.7 avg strength
GitHub Blog 8 source-backed · 90.8 avg strength
The Robot Report 5 source-backed · 95.0 avg strength
Google Security Blog 5 source-backed · 92.0 avg strength
TechCrunch Robotics 5 source-backed · 91.8 avg strength
The Verge AI 5 source-backed · 91.2 avg strength
NVIDIA Blog 4 source-backed · 93.5 avg strength
Microsoft Developer Blog 4 source-backed · 92.0 avg strength
OpenAI News 4 source-backed · 91.5 avg strength
Hacker News 0 reposts · 20 signals
arXiv 0 reposts · 20 signals
TechCrunch AI 0 reposts · 12 signals
The Verge AI 0 reposts · 9 signals
Vercel Blog 0 reposts · 9 signals
GitHub Blog 0 reposts · 8 signals
CNBC Tech 0 reposts · 6 signals
The Robot Report 0 reposts · 5 signals
TechCrunch Robotics 0 reposts · 5 signals
Google Security Blog 0 reposts · 5 signals
OpenAI News 0 reposts · 4 signals
Microsoft Developer Blog 0 reposts · 4 signals
Hacker News healthy · 17517 successes · 1 errors · 0 rate limits
TechCrunch AI unknown · 0 successes · 0 errors · 0 rate limits
The Verge AI unknown · 0 successes · 0 errors · 0 rate limits
Vercel Blog unknown · 0 successes · 0 errors · 0 rate limits
GitHub Blog unknown · 0 successes · 0 errors · 0 rate limits
CNBC Tech unknown · 0 successes · 0 errors · 0 rate limits
The Robot Report unknown · 0 successes · 0 errors · 0 rate limits
TechCrunch Robotics unknown · 0 successes · 0 errors · 0 rate limits
Google Security Blog unknown · 0 successes · 0 errors · 0 rate limits
OpenAI News unknown · 0 successes · 0 errors · 0 rate limits
Microsoft Developer Blog unknown · 0 successes · 0 errors · 0 rate limits
NVIDIA Blog 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
297.7
20
20
78.4
0
11
healthy
arXiv
212.8
20
20
95.0
0
15
healthy
TechCrunch AI
188.2
12
10
93.7
0
7
unknown
Vercel Blog
160.6
9
8
92.7
0
5
unknown
GitHub Blog
154.0
8
8
90.8
0
3
unknown
The Verge AI
127.1
9
5
91.2
0
5
unknown
The Robot Report
119.8
5
5
95.0
0
1
unknown
TechCrunch Robotics
119.5
5
5
91.8
0
2
unknown
Google Security Blog
117.5
5
5
92.0
0
2
unknown
OpenAI News
111.4
4
4
91.5
0
3
unknown
NVIDIA Blog
110.8
4
4
93.5
0
3
unknown
Microsoft Developer Blog
109.8
4
4
92.0
0
3
unknown
IEEE Spectrum AI
99.6
3
3
93.0
0
3
unknown
Hacker News Newest
89.2
3
2
90.7
0
3
unknown
Apple Newsroom
85.7
2
2
95.0
0
1
unknown
Hacker News Front Page
85.5
2
2
90.5
0
2
unknown
Google AI Blog
81.5
2
2
88.0
0
1
unknown
GitHub Security Lab
81.5
2
2
90.5
0
2
unknown
Hugging Face Blog
80.8
2
2
88.0
0
2
unknown
CNBC Tech
76.8
6
1
90.3
0
3
unknown
IEEE Spectrum Robotics
76.2
1
1
95.0
0
1
unknown
Meta Newsroom
74.8
2
1
88.5
0
2
unknown
Google Research Blog
74.5
1
1
95.0
0
1
unknown
Ars Technica AI
73.8
2
1
89.5
0
2
unknown
CISA Advisories
73.7
1
1
95.0
0
1
unknown
Sourcegraph Blog
72.0
1
1
91.0
0
1
unknown
Microsoft Security Blog
70.4
1
1
93.0
0
1
unknown
EdSurge
60.4
1
1
74.0
0
1
unknown
Microsoft Blog
59.9
1
0
87.0
0
1
unknown
GitHub
-104.5
1
1
92.0
0
1
healthy