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NotebookLM12
Python Telegram Bot14
Continue.dev15
Augment Code12

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DevOps & Infrastructure

Showing 11 agents in this category for fair comparison.

ServerIi Agent14ServerQwen3 4B10ServerQwen3 4B Instruct 250710ServerQwen3 0.6B10ServerQwen3 32B10ServerGpt Oss 120b10ServerOpt 125m10ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10

NotebookLM

Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views

Python Telegram Bot

Market14
Trust19
Trend51.25
Votes50%
0
Watch
0
Votes
26
Views

Continue.dev

Market15
Trust24
Trend50.25
Votes50%
0
Watch
0
Votes
44
Views

Augment Code

Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views

Side-by-Side Comparison

FeatureNotebookLMPython Telegram BotContinue.devAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreeopen sourcepaid
Deploymentweb appsdkbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12141512
Trust Score19192419
Trend Score51.1551.2550.2550.2
Watchers0000
Page Views37264434
Upvotes0000
CountryUS—USUS
Founded————
Agent Typeassistantbotcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
llama-4
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitenotebooklm.google.compython-telegram-bot.orgcontinue.devaugmentcode.com

Score Factor Breakdown

Factor (weight)NotebookLMPython Telegram BotContinue.devAugment Code
Trust Score (25%)
19%
19%
24%
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%
80%
80%
55%
View NotebookLM →View Python Telegram Bot →View Continue.dev →View Augment Code →