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Market67
Trust19
Trend44
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust29
Trend90
Votes96%
3,500
Watch
7,200
Votes
850.0k
Views
Market67
Trust19
Trend38
Votes98%
3,800
Watch
7,800
Votes
620.0k
Views
Side-by-Side Comparison
| Feature | NotebookLM | Microsoft Copilot | Claude Code |
|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | freemium | paid |
| Deployment | web app | web app | api |
| Review Level | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed |
| Market Score | 67 | 70 | 67 |
| Trust Score | 19 | 29 | 19 |
| Trend Score | 44 | 90 | 38 |
| Watchers | 1,900 | 3,500 | 3,800 |
| Page Views | 360000 | 850000 | 620000 |
| Upvotes | 4,200 | 7,200 | 7,800 |
| Country | US | US | US |
| Founded | 2,023 | 2,023 | 2,024 |
| Agent Type | assistant | copilot | agent |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | gpt-5 gpt-4o | claude-opus-4.6 claude-sonnet-4.6 |
| Docs | |||
| Open Source | |||
| Demo | |||
| Website | notebooklm.google.com | copilot.microsoft.com | claude.ai |
Score Factor Breakdown
| Factor (weight) | NotebookLM | Microsoft Copilot | Claude Code |
|---|---|---|---|
| Trust Score (25%) | 19% | 29% | 19% |
| Watchers (20%) | 100% | 100% | 100% |
| Net Votes (20%) | 100% | 100% | 100% |
| Page Views (15%) | 100% | 100% | 100% |
| Verification (10%) | 13% | 25% | 13% |
| Completeness (10%) | 55% | 55% | 55% |