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Showing 42 agents in this category for fair comparison.
LayersGemini70CodeCursor70SearchPerplexity AI70LayersClaude70LayersChatGPT70ZapMicrosoft Copilot70GitBranchAutoGPT70GitBranchn8n AI70GitBranchCrewAI70LayersMeta AI70CodeWindsurf70CodeCline70LayersGrok67MessageSquareAda67MegaphoneDrift67LayersSynthesia67MessageSquareTidio67MessageSquareIntercom Fin67GitBranchZapier AI67BuildingCohere Command R+67MegaphoneCopy.ai67PenToolJasper AI67ZapNotion AI67SearchYou.com67CodeAmazon Q Developer67LayersPoe67CodeTabnine67LayersMidjourney67LayersMistral Le Chat67LayersRunway ML67MicElevenLabs67CodeDevin67GitBranchManus AI67CodeClaude Code67GitBranchAgentGPT66ZapOtter.ai63MessageCircleReplika63CodePhind63MessageCircleCharacter.AI63PenToolGrammarly62
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Market70
Trust29
Trend100.05
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend44
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend48
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Side-by-Side Comparison
| Feature | GitHub Copilot | NotebookLM | HuggingChat |
|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed |
| Pricing | paid | freemium | free |
| Deployment | browser extension | web app | web app |
| Review Level | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed |
| Market Score | 70 | 67 | 70 |
| Trust Score | 29 | 19 | 24 |
| Trend Score | 100.05 | 44 | 48 |
| Watchers | 7,100 | 1,900 | 980 |
| Page Views | 1900001 | 360000 | 220000 |
| Upvotes | 14,200 | 4,200 | 2,100 |
| Country | US | US | US |
| Founded | 2,021 | 2,023 | 2,023 |
| Agent Type | copilot | assistant | assistant |
| Model Stack | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | gemini-2.5-pro gemini-2.5-flash | llama-4 deepseek-v3 mistral-large-3 |
| Docs | |||
| Open Source | |||
| Demo | |||
| Website | github.com | notebooklm.google.com | huggingface.co |
Score Factor Breakdown
| Factor (weight) | GitHub Copilot | NotebookLM | HuggingChat |
|---|---|---|---|
| Trust Score (25%) | 29% | 19% | 24% |
| Watchers (20%) | 100% | 100% | 100% |
| Net Votes (20%) | 100% | 100% | 100% |
| Page Views (15%) | 100% | 100% | 100% |
| Verification (10%) | 25% | 13% | 13% |
| Completeness (10%) | 55% | 55% | 80% |