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Market12
Trust19
Trend51
Votes50%
0
Watch
0
Votes
34
Views
Market15
Trust29
Trend50
Votes50%
0
Watch
0
Votes
38
Views
Market12
Trust19
Trend45
Votes50%
0
Watch
0
Votes
25
Views
Market12
Trust19
Trend50
Votes50%
0
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0
Votes
30
Views
Side-by-Side Comparison
| Feature | NotebookLM | GitHub Copilot | Lovable | Augment Code |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | paid | freemium | paid |
| Deployment | web app | browser extension | web app | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 15 | 12 | 12 |
| Trust Score | 19 | 29 | 19 | 19 |
| Trend Score | 51 | 50 | 45 | 50 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 34 | 38 | 25 | 30 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | US | SE | US |
| Founded | — | — | — | — |
| Agent Type | assistant | copilot | tool | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | claude-sonnet-4.6 | claude-opus-4.6 claude-sonnet-4.6 gpt-5 |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | notebooklm.google.com | github.com | lovable.dev | augmentcode.com |
Score Factor Breakdown
| Factor (weight) | NotebookLM | GitHub Copilot | Lovable | Augment Code |
|---|---|---|---|---|
| Trust Score (25%) | 19% | 29% | 19% | 19% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% |
| Verification (10%) | 13% | 25% | 13% | 13% |
| Completeness (10%) | 55% | 55% | 55% | 55% |