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NotebookLM12
Ollama15
Augment Code12
GitHub Copilot15

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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

NotebookLM

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

Ollama

Market15
Trust24
Trend50.1
Votes50%
0
Watch
0
Votes
39
Views

Augment Code

Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views

GitHub Copilot

Market15
Trust29
Trend50.05
Votes50%
0
Watch
0
Votes
39
Views

Side-by-Side Comparison

FeatureNotebookLMOllamaAugment CodeGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumopen sourcepaidpaid
Deploymentweb appdesktopbrowser extensionbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score12151215
Trust Score19241929
Trend Score51.150.15050.05
Watchers0000
Page Views36393039
Upvotes0000
CountryUSUSUSUS
Founded————
Agent Typeassistantassistantcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
llama-4
deepseek-v3
gemma-3
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comollama.comaugmentcode.comgithub.com

Score Factor Breakdown

Factor (weight)NotebookLMOllamaAugment CodeGitHub Copilot
Trust Score (25%)
19%
24%
19%
29%
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%
25%
Completeness (10%)
55%
80%
55%
55%
View NotebookLM →View Ollama →View Augment Code →View GitHub Copilot →