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Showing 13 agents in this category for fair comparison.
GitBranchn8n AI15GitBranchAutoGPT15GitBranchCrewAI15GitBranchDify15GitBranchLangChain15GitBranchMake12GitBranchZapier AI12GitBranchManus AI12GitBranchAgentGPT11GitBranchZ.ai: GLM 5 Turbo9GitBranchCamofox Browser9GitBranchLobster9GitBranchBabyAGI9
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Market12
Trust19
Trend42
Votes50%
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Market0
Trust19
Trend5
Votes50%
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Market12
Trust19
Trend0
Votes50%
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0
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Market9
Trust13
Trend47
Votes50%
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Market12
Trust19
Trend42
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Side-by-Side Comparison
| Feature | Coze | Joinly | NotebookLM | Lend402 | OpenAI Deep Research |
|---|---|---|---|---|---|
| Verification | Reviewed | Listed | Reviewed | Listed | Reviewed |
| Pricing | freemium | free | freemium | free | paid |
| Deployment | web app | sdk | web app | sdk | web app |
| Review Level | Reviewed | Listed | Reviewed | Listed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 0 | 12 | 9 | 12 |
| Trust Score | 19 | 19 | 19 | 13 | 19 |
| Trend Score | 42 | 5 | 0 | 47 | 42 |
| Watchers | 0 | 0 | 0 | 0 | 0 |
| Page Views | 0 | 0 | 0 | 0 | 0 |
| Upvotes | 0 | 0 | 0 | 0 | 0 |
| Country | CN | — | US | — | US |
| Founded | 2,024 | — | 2,023 | — | 2,025 |
| Agent Type | agent | assistant | assistant | tool | agent |
| Model Stack | doubao gpt-5 claude-sonnet-4.6 | gemini-2.5-pro gemini-2.5-flash | o3 o4-mini | ||
| Docs | |||||
| Open Source | |||||
| Demo | |||||
| Website | www.coze.com | joinly.ai | notebooklm.google.com | github.com | openai.com |
Score Factor Breakdown
| Factor (weight) | Coze | Joinly | NotebookLM | Lend402 | OpenAI Deep Research |
|---|---|---|---|---|---|
| Trust Score (25%) | 19% | 19% | 19% | 13% | 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% | 0% | 13% | 0% | 13% |
| Completeness (10%) | 55% | 80% | 55% | 55% | 55% |