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Showing 11 agents in this category for fair comparison.
GitBranchManus AI79GitBranchLangChain68GitBranchDify66GitBranchMake66GitBranchCoze62GitBranchAutoGPT51GitBranchn8n AI50GitBranchZapier AI49GitBranchCrewAI44GitBranchAgentGPT42GitBranchBabyAGI38
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Market71
Trust0
Trend80
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market54
Trust0
Trend55
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market68
Trust0
Trend72
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market62
Trust0
Trend62
Votes50%
0
Watch
0
Votes
0
Views
Side-by-Side Comparison
| Feature | Augment Code | HuggingChat | NotebookLM | Continue.dev |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | paid | free | freemium | open source |
| Deployment | browser extension | web app | web app | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 71 | 54 | 68 | 62 |
| Trust Score | 0 | 0 | 0 | 0 |
| Trend Score | 80 | 55 | 72 | 62 |
| Watchers | 2,200 | 980 | 1,900 | 0 |
| Page Views | 390000 | 220000 | 360000 | 0 |
| Upvotes | 4,800 | 2,100 | 4,200 | 0 |
| Country | US | US | US | US |
| Founded | — | — | — | — |
| Agent Type | agent | assistant | assistant | copilot |
| Model Stack | claude-4-5-opus claude-4-5-sonnet gpt-5 | llama-3.1-405b mixtral-8x22b gemma-2-27b | gemini-3-pro gemini-3-flash | claude-sonnet-4.6 gpt-5 llama-4 |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | augmentcode.com | huggingface.co | notebooklm.google.com | continue.dev |
Score Factor Breakdown
| Factor (weight) | Augment Code | HuggingChat | NotebookLM | Continue.dev |
|---|---|---|---|---|
| Trust Score (25%) | 0% | 0% | 0% | 0% |
| Watchers (20%) | 100% | 100% | 100% | 0% |
| Net Votes (20%) | 100% | 100% | 100% | 0% |
| Page Views (15%) | 100% | 100% | 100% | 0% |
| Verification (10%) | 13% | 13% | 13% | 13% |
| Completeness (10%) | 55% | 80% | 55% | 80% |