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Start Over4/5 selected
NotebookLM67
Devin67
Perplexity AI70
GitHub Copilot70

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Coding Agents

Showing 8 agents in this category for fair comparison.

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Market67
Trust19
Trend56
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend68
Votes97%
2,800
Watch
5,900
Votes
650.0k
Views
Market70
Trust29
Trend90
Votes98%
4,600
Watch
9,200
Votes
1200.0k
Views
Market70
Trust29
Trend100
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views

Side-by-Side Comparison

FeatureNotebookLMDevinPerplexity AIGitHub Copilot
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumpaidfreemiumpaid
Deploymentweb appweb appweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67677070
Trust Score19192929
Trend Score566890100
Watchers1,9002,8004,6007,100
Page Views36000165000012000001900001
Upvotes4,2005,9009,20014,200
CountryUSUSUSUS
Founded2,0232,0242,0222,021
Agent Typeassistantagentassistantcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-sonnet-4.6
gpt-5
sonar-pro
sonar-huge
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitenotebooklm.google.comdevin.aiperplexity.aigithub.com

Score Factor Breakdown

Factor (weight)NotebookLMDevinPerplexity AIGitHub Copilot
Trust Score (25%)
19%
19%
29%
29%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
13%
25%
25%
Completeness (10%)
55%
55%
55%
55%