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Start Over4/5 selected
NotebookLM67
Augment Code67
OpenAI Codex CLI70
Ollama15

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Research Agents

Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend57
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market70
Trust24
Trend58
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market15
Trust24
Trend55
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMAugment CodeOpenAI Codex CLIOllama
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidusage basedopen source
Deploymentweb appbrowser extensionapidesktop
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677015
Trust Score19192424
Trend Score53575855
Watchers1,9002,2002,9000
Page Views3600013900005400000
Upvotes4,2004,8006,2000
CountryUSUSUSUS
Founded2,0232,0232,0252,023
Agent Typeassistantagentagentassistant
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
llama-4
deepseek-v3
gemma-3
Docs
Open Source
Demo
Websitenotebooklm.google.comaugmentcode.comopenai.comollama.com

Score Factor Breakdown

Factor (weight)NotebookLMAugment CodeOpenAI Codex CLIOllama
Trust Score (25%)
19%
19%
24%
24%
Watchers (20%)
100%
100%
100%
0%
Net Votes (20%)
100%
100%
100%
0%
Page Views (15%)
100%
100%
100%
0%
Verification (10%)
13%
13%
13%
13%
Completeness (10%)
55%
55%
80%
80%