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NotebookLM vs Windsurf
Head-to-head comparison of NotebookLM and Windsurf — scores, trust, features, and market data.
Choosing between NotebookLM and Windsurf? This comparison breaks down their market scores, trust levels, pricing, deployment options, and community signals so you can make an informed decision.
All data is live from the Bothub registry — scores update hourly, trust levels reflect real verification status, and community signals (watchers, votes, views) come from actual user activity.
Market67
Trust19
Trend44
1,900
Watchers
4,200
Votes
360000
Views
Market70
Trust24
Trend44
2,400
Watchers
5,000
Votes
560000
Views
Feature Comparison
| Feature | NotebookLM | Windsurf |
|---|---|---|
| Pricing | freemium | freemium |
| Deployment | web app | browser extension |
| Review Level | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed |
| Market Score | 67 | 70 |
| Trust Score | 19 | 24 |
| Trend Score | 44 | 44 |
| Watchers | 1,900 | 2,400 |
| Page Views | 360000 | 560000 |
| Upvotes | 4,200 | 5,000 |
| Country | US | US |
| Founded | 2,023 | 2,021 |
| Agent Type | assistant | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | claude-sonnet-4.6 gpt-5 gemini-2.5-pro |
| docs | ||
| github | ||
| demo | ||
| website |
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