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Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
GitHub Copilot70
Ollama15

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Research Agents

Showing 6 agents in this category for fair comparison.

Maximum 5 agents per comparison.

Market67
Trust19
Trend43
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend40
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend100
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market15
Trust24
Trend45
Votes50%
0
Watch
0
Votes
0
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIGitHub CopilotOllama
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidopen source
Deploymentweb appapibrowser extensiondesktop
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707015
Trust Score19242924
Trend Score434010045
Watchers1,9002,9007,1000
Page Views36000054000019000010
Upvotes4,2006,20014,2000
CountryUSUSUSUS
Founded2,0232,0252,0212,023
Agent Typeassistantagentcopilotassistant
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
deepseek-v3
gemma-3
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comgithub.comollama.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIGitHub CopilotOllama
Trust Score (25%)
19%
24%
29%
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%
25%
13%
Completeness (10%)
55%
80%
55%
80%