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Augment Code12
NotebookLM12
Continue.dev15
Python Telegram Bot14

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DevOps & Infrastructure

Showing 13 agents in this category for fair comparison.

ServerIi Agent14ServerQwen3 32B10ServerGpt Oss 120b10ServerQwen3 4B10ServerOpt 125m10ServerQwen3 4B Instruct 250710ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 0.6B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10ServerLiquidAI: LFM2 24B A2B10ServerQwen2.5 32B Instruct10

Augment Code

Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views

NotebookLM

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

Continue.dev

Market15
Trust24
Trend50.05
Votes50%
0
Watch
0
Votes
40
Views

Python Telegram Bot

Market14
Trust19
Trend51
Votes50%
0
Watch
0
Votes
21
Views

Side-by-Side Comparison

FeatureAugment CodeNotebookLMContinue.devPython Telegram Bot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingpaidfreemiumopen sourcefree
Deploymentbrowser extensionweb appbrowser extensionsdk
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12121514
Trust Score19192419
Trend Score5051.150.0551
Watchers0000
Page Views30364021
Upvotes0000
CountryUSUSUS—
Founded————
Agent Typecopilotassistantcopilotbot
Model Stack
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
llama-4
Docs
Open Source
Demo
Websiteaugmentcode.comnotebooklm.google.comcontinue.devpython-telegram-bot.org

Score Factor Breakdown

Factor (weight)Augment CodeNotebookLMContinue.devPython Telegram Bot
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%
55%
80%
80%
View Augment Code →View NotebookLM →View Continue.dev →View Python Telegram Bot →