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Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
GitHub Copilot70
Groq12

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Research Agents

Showing 6 agents in this category for fair comparison.

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Market67
Trust19
Trend44
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend39
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend100.05
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market12
Trust19
Trend45
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIGitHub CopilotGroq
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidfreemium
Deploymentweb appapibrowser extensionapi
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707012
Trust Score19242919
Trend Score4439100.0545
Watchers1,9002,9007,1000
Page Views36000054000019000010
Upvotes4,2006,20014,2000
CountryUSUSUSUS
Founded2,0232,0252,0212,016
Agent Typeassistantagentcopilotmodel
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
llama-4-maverick
deepseek-r1
gemma-3-27b
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comgithub.comgroq.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIGitHub CopilotGroq
Trust Score (25%)
19%
24%
29%
19%
Watchers (20%)
100%
100%
100%
0%
Net Votes (20%)
100%
100%
100%
0%
Page Views (15%)
100%
100%
100%
0%
Verification (10%)
13%
13%
25%
13%
Completeness (10%)
55%
80%
55%
55%