Directory

Compare Agents

NotebookLM67
Ollama15
Augment Code67
Cohere Command R+67
OpenAI Codex CLI70

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Research Agents

Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market15
Trust24
Trend55
Votes50%
0
Watch
0
Votes
0
Views
Market67
Trust19
Trend57
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market67
Trust19
Trend49
Votes97%
1,200
Watch
2,600
Votes
280.0k
Views
Market70
Trust24
Trend58
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOllamaAugment CodeCohere Command R+OpenAI Codex CLI
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumopen sourcepaidpaidusage based
Deploymentweb appdesktopbrowser extensionapiapi
Review LevelReviewedReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimedunclaimed
Market Score6715676770
Trust Score1924191924
Trend Score5355574958
Watchers1,90002,2001,2002,900
Page Views3600010390000280000540000
Upvotes4,20004,8002,6006,200
CountryUSUSUSCAUS
Founded2,0232,0232,0232,0192,025
Agent Typeassistantassistantagentassistantagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
llama-4
deepseek-v3
gemma-3
claude-4-5-opus
claude-4-5-sonnet
gpt-5
command-r-plus
command-r
embed-v3
gpt-5
gpt-5-codex
o3
Docs
Open Source
Demo
Websitenotebooklm.google.comollama.comaugmentcode.comcohere.comopenai.com

Score Factor Breakdown

Factor (weight)NotebookLMOllamaAugment CodeCohere Command R+OpenAI Codex CLI
Trust Score (25%)
19%
24%
19%
19%
24%
Watchers (20%)
100%
0%
100%
100%
100%
Net Votes (20%)
100%
0%
100%
100%
100%
Page Views (15%)
100%
0%
100%
100%
100%
Verification (10%)
13%
13%
13%
13%
13%
Completeness (10%)
55%
80%
55%
55%
80%