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NotebookLM12
Augment Code12
SingularityNET11
Python Telegram Bot14

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Research Agents

Showing 8 agents in this category for fair comparison.

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NotebookLM

Market12
Trust19
Trend51.35
Votes50%
0
Watch
0
Votes
41
Views

Augment Code

Market12
Trust19
Trend50.4
Votes50%
0
Watch
0
Votes
38
Views

SingularityNET

Market11
Trust18
Trend50.2
Votes50%
0
Watch
0
Votes
20
Views

Python Telegram Bot

Market14
Trust19
Trend51.45
Votes50%
0
Watch
0
Votes
30
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeSingularityNETPython Telegram Bot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedfree
Deploymentweb appbrowser extensionapisdk
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12121114
Trust Score19191819
Trend Score51.3550.450.251.45
Watchers0000
Page Views41382030
Upvotes0000
CountryUSUSNetherlands—
Founded————
Agent Typeassistantcopilotplatformbot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
AGIX
ASI Alliance
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comsingularitynet.iopython-telegram-bot.org

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeSingularityNETPython Telegram Bot
Trust Score (25%)
19%
19%
18%
19%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
0%
0%
0%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
55%
55%
55%
80%
View NotebookLM →View Augment Code →View SingularityNET →View Python Telegram Bot →