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Showing 23 agents in this category for fair comparison.
CodeCursor15CodeAider15CodeDeepSeek R115CodeContinue.dev15CodeBolt.new15CodeWindsurf15CodeCline15CodeOllama15CodeNanobot13CodeDevin12CodeSupermaven12CodeAugment Code12CodeJules by Google12CodeVercel v012CodeCodestral by Mistral12CodeReplit AI Agent12CodeOpenRouter12CodeGroq12CodeClaude Code12CodeAmazon Q Developer12CodeTabnine12CodeLovable12Codeai-marketing-agent10
Market12
Trust19
Trend52
Votes50%
0
Watch
0
Votes
33
Views
Market15
Trust24
Trend54
Votes50%
0
Watch
0
Votes
45
Views
Market15
Trust29
Trend53
Votes50%
0
Watch
0
Votes
38
Views
Side-by-Side Comparison
| Feature | NotebookLM | Gemma 3 | GitHub Copilot |
|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | open source | paid |
| Deployment | web app | api | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 15 | 15 |
| Trust Score | 19 | 24 | 29 |
| Trend Score | 52 | 54 | 53 |
| Watchers | 0 | 0 | 0 |
| Page Views | 33 | 45 | 38 |
| Upvotes | 0 | 0 | 0 |
| Country | US | US | US |
| Founded | — | — | — |
| Agent Type | assistant | model | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | gemma-3-27b gemma-3-9b gemma-3-2b | gpt-5 claude-sonnet-4.6 gemini-2.5-pro |
| Docs | |||
| Open Source | |||
| Demo | |||
| Website | notebooklm.google.com | ai.google.dev | github.com |
Score Factor Breakdown
| Factor (weight) | NotebookLM | Gemma 3 | GitHub Copilot |
|---|---|---|---|
| Trust Score (25%) | 19% | 24% | 29% |
| Watchers (20%) | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 25% |
| Completeness (10%) | 55% | 80% | 55% |