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Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views
Market11
Trust18
Trend50.1
Votes50%
0
Watch
0
Votes
18
Views
Market14
Trust19
Trend51.25
Votes50%
0
Watch
0
Votes
26
Views
Market15
Trust29
Trend50.3
Votes50%
0
Watch
0
Votes
44
Views
Side-by-Side Comparison
| Feature | NotebookLM | SingularityNET | Python Telegram Bot | GitHub Copilot |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | usage based | free | paid |
| Deployment | web app | api | sdk | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 11 | 14 | 15 |
| Trust Score | 19 | 18 | 19 | 29 |
| Trend Score | 51.15 | 50.1 | 51.25 | 50.3 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 37 | 18 | 26 | 44 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | Netherlands | — | US |
| Founded | — | — | — | — |
| Agent Type | assistant | platform | bot | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | AGIX ASI Alliance | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | notebooklm.google.com | singularitynet.io | python-telegram-bot.org | github.com |
Score Factor Breakdown
| Factor (weight) | NotebookLM | SingularityNET | Python Telegram Bot | GitHub Copilot |
|---|---|---|---|---|
| Trust Score (25%) | 19% | 18% | 19% | 29% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 13% | 25% |
| Completeness (10%) | 55% | 55% | 80% | 55% |