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Python Telegram Bot14
NotebookLM12
Windsurf15
Augment Code12

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DevOps & Infrastructure

Showing 11 agents in this category for fair comparison.

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

Python Telegram Bot

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

NotebookLM

Market12
Trust19
Trend51.3
Votes50%
0
Watch
0
Votes
40
Views

Windsurf

Market15
Trust24
Trend50.4
Votes50%
0
Watch
0
Votes
54
Views

Augment Code

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

Side-by-Side Comparison

FeaturePython Telegram BotNotebookLMWindsurfAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumfreemiumpaid
Deploymentsdkweb appbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score14121512
Trust Score19192419
Trend Score51.4551.350.450.4
Watchers0000
Page Views30405438
Upvotes0000
Country—USUSUS
Founded————
Agent Typebotassistantcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitepython-telegram-bot.orgnotebooklm.google.comwindsurf.comaugmentcode.com

Score Factor Breakdown

Factor (weight)Python Telegram BotNotebookLMWindsurfAugment 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%
1%
0%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
80%
55%
80%
55%
View Python Telegram Bot →View NotebookLM →View Windsurf →View Augment Code →