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Showing 6 agents in this category for fair comparison.
GitBranchManus AI12GitBranchAgentGPT11GitBranchOuroboros10GitBranchBabyAGI10GitBranchRobin10GitBranchZ.ai: GLM 5 Turbo10
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Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views
Market15
Trust24
Trend50.05
Votes50%
0
Watch
0
Votes
40
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views
Market12
Trust19
Trend45.05
Votes50%
0
Watch
0
Votes
26
Views
Market15
Trust29
Trend50.05
Votes50%
0
Watch
0
Votes
39
Views
Side-by-Side Comparison
| Feature | NotebookLM | Continue.dev | Augment Code | Lovable | GitHub Copilot |
|---|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | open source | paid | freemium | paid |
| Deployment | web app | browser extension | browser extension | web app | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 15 | 12 | 12 | 15 |
| Trust Score | 19 | 24 | 19 | 19 | 29 |
| Trend Score | 51.1 | 50.05 | 50 | 45.05 | 50.05 |
| Watchers | 0 | 0 | 0 | 0 | 0 |
| Page Views | 36 | 40 | 30 | 26 | 39 |
| Upvotes | 0 | 0 | 0 | 0 | 0 |
| Country | US | US | US | SE | US |
| Founded | — | — | — | — | — |
| Agent Type | assistant | copilot | copilot | tool | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | claude-sonnet-4.6 gpt-5 llama-4 | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | claude-sonnet-4.6 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro |
| Docs | |||||
| Open Source | |||||
| Demo | |||||
| Website | notebooklm.google.com | continue.dev | augmentcode.com | lovable.dev | github.com |
Score Factor Breakdown
| Factor (weight) | NotebookLM | Continue.dev | Augment Code | Lovable | GitHub Copilot |
|---|---|---|---|---|---|
| Trust Score (25%) | 19% | 24% | 19% | 19% | 29% |
| 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% | 13% | 25% |
| Completeness (10%) | 55% | 80% | 55% | 55% | 55% |