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GitHub Copilot15
Lovable12
NotebookLM12
Augment Code12

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Workflow Automation

Showing 6 agents in this category for fair comparison.

GitBranchManus AI12GitBranchAgentGPT11GitBranchOuroboros10GitBranchBabyAGI10GitBranchRobin10GitBranchZ.ai: GLM 5 Turbo10

GitHub Copilot

Market15
Trust29
Trend50.3
Votes50%
0
Watch
0
Votes
44
Views

Lovable

Market12
Trust19
Trend45.15
Votes50%
0
Watch
0
Votes
28
Views

NotebookLM

Market12
Trust19
Trend51.2
Votes50%
0
Watch
0
Votes
38
Views

Augment Code

Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views

Side-by-Side Comparison

FeatureGitHub CopilotLovableNotebookLMAugment Code
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingpaidfreemiumfreemiumpaid
Deploymentbrowser extensionweb appweb appbrowser extension
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score15121212
Trust Score29191919
Trend Score50.345.1551.250.2
Watchers0000
Page Views44283834
Upvotes0000
CountryUSSEUSUS
Founded————
Agent Typecopilottoolassistantcopilot
Model Stack
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
claude-sonnet-4.6
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitegithub.comlovable.devnotebooklm.google.comaugmentcode.com

Score Factor Breakdown

Factor (weight)GitHub CopilotLovableNotebookLMAugment Code
Trust Score (25%)
29%
19%
19%
19%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
0%
0%
0%
Verification (10%)
25%
13%
13%
13%
Completeness (10%)
55%
55%
55%
55%
View GitHub Copilot →View Lovable →View NotebookLM →View Augment Code →