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Start Over4/5 selected
NotebookLM67
Microsoft Copilot70
Augment Code67
OpenAI Codex CLI70

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Research Agents

Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend68
Votes96%
3,500
Watch
7,200
Votes
850.0k
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

Side-by-Side Comparison

FeatureNotebookLMMicrosoft CopilotAugment CodeOpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumfreemiumpaidusage based
Deploymentweb appweb appbrowser extensionapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67706770
Trust Score19291924
Trend Score53685758
Watchers1,9003,5002,2002,900
Page Views360001850000390000540000
Upvotes4,2007,2004,8006,200
CountryUSUSUSUS
Founded2,0232,0232,0232,025
Agent Typeassistantcopilotagentagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-4o
claude-4-5-opus
claude-4-5-sonnet
gpt-5
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comcopilot.microsoft.comaugmentcode.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMMicrosoft CopilotAugment CodeOpenAI Codex CLI
Trust Score (25%)
19%
29%
19%
24%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
25%
13%
13%
Completeness (10%)
55%
55%
55%
80%