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Continue.dev15
NotebookLM12
Augment Code12
Python Telegram Bot14

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DevOps & Infrastructure

Showing 12 agents in this category for fair comparison.

ServerIi Agent14ServerQwen3 4B10ServerQwen3 0.6B10ServerQwen3 4B Instruct 250710ServerQwen3 32B10ServerGpt Oss 120b10ServerOpt 125m10ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10ServerLiquidAI: LFM2 24B A2B10

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Market15
Trust24
Trend50.1
Votes50%
0
Watch
0
Votes
41
Views

NotebookLM

Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views

Augment Code

Market12
Trust19
Trend50.05
Votes50%
0
Watch
0
Votes
31
Views

Python Telegram Bot

Market14
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
23
Views

Side-by-Side Comparison

FeatureContinue.devNotebookLMAugment CodePython Telegram Bot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingopen sourcefreemiumpaidfree
Deploymentbrowser extensionweb appbrowser extensionsdk
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score15121214
Trust Score24191919
Trend Score50.151.150.0551.1
Watchers0000
Page Views41363123
Upvotes0000
CountryUSUSUS—
Founded————
Agent Typecopilotassistantcopilotbot
Model Stack
claude-sonnet-4.6
gpt-5
llama-4
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitecontinue.devnotebooklm.google.comaugmentcode.compython-telegram-bot.org

Score Factor Breakdown

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