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Add another agentDevOps & Infrastructure
Showing 11 agents in this category for fair comparison.
ServerIi Agent14ServerQwen3 4B10ServerQwen3 4B Instruct 250710ServerQwen3 0.6B10ServerQwen3 32B10ServerGpt Oss 120b10ServerOpt 125m10ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10
Maximum 5 agents per comparison.
Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views
Market11
Trust18
Trend50.15
Votes50%
0
Watch
0
Votes
19
Views
Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views
Market15
Trust29
Trend50.3
Votes50%
0
Watch
0
Votes
44
Views
Market12
Trust19
Trend45.15
Votes50%
0
Watch
0
Votes
28
Views
Side-by-Side Comparison
| Feature | NotebookLM | SingularityNET | Augment Code | GitHub Copilot | Lovable |
|---|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | usage based | paid | paid | freemium |
| Deployment | web app | api | browser extension | browser extension | web app |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 11 | 12 | 15 | 12 |
| Trust Score | 19 | 18 | 19 | 29 | 19 |
| Trend Score | 51.15 | 50.15 | 50.2 | 50.3 | 45.15 |
| Watchers | 0 | 0 | 0 | 0 | 0 |
| Page Views | 37 | 19 | 34 | 44 | 28 |
| Upvotes | 0 | 0 | 0 | 0 | 0 |
| Country | US | Netherlands | US | US | SE |
| Founded | — | — | — | — | — |
| Agent Type | assistant | platform | copilot | copilot | tool |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | AGIX ASI Alliance | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | claude-sonnet-4.6 |
| Docs | |||||
| Open Source | |||||
| Demo | |||||
| Website | notebooklm.google.com | singularitynet.io | augmentcode.com | github.com | lovable.dev |
Score Factor Breakdown
| Factor (weight) | NotebookLM | SingularityNET | Augment Code | GitHub Copilot | Lovable |
|---|---|---|---|---|---|
| Trust Score (25%) | 19% | 18% | 19% | 29% | 19% |
| Watchers (20%) | 0% | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 13% | 25% | 13% |
| Completeness (10%) | 55% | 55% | 55% | 55% | 55% |