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Showing 26 agents in this category for fair comparison.
LayersLlama 415LayersQwen 3.515LayersGemini15LayersZcf14LayersAwesome Openclaw Usecases Zh14LayersZeroshot14LayersCopilotKit14LayersClawpanel14LayersAionUi14LayersAutogen14LayersNexu14LayersAutoresearch14LayersContext714LayersClaude Code Book14LayersN8n14LayersJulius AI12LayersSora 212LayersObviously AI12LayersOh My Pi10LayersGpt Engineer10LayersAgentGuide10LayersQwen: Qwen3.5 35B A3B10LayersQwen: Qwen3.5 27B10LayersQwen: Qwen3.5 Plus 2026 02 1510LayersKwaipilot: KAT Coder Pro V210LayersQwen: Qwen3.5 Flash10
Market15
Trust24
Trend50.3
Votes50%
0
Watch
0
Votes
50
Views
Market12
Trust19
Trend51.25
Votes50%
0
Watch
0
Votes
39
Views
Market15
Trust24
Trend50.45
Votes50%
0
Watch
0
Votes
48
Views
Market15
Trust29
Trend50.55
Votes50%
0
Watch
0
Votes
49
Views
Side-by-Side Comparison
| Feature | HuggingChat | NotebookLM | Continue.dev | GitHub Copilot |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | free | freemium | open source | paid |
| Deployment | web app | web app | browser extension | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 15 | 12 | 15 | 15 |
| Trust Score | 24 | 19 | 24 | 29 |
| Trend Score | 50.3 | 51.25 | 50.45 | 50.55 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 50 | 39 | 48 | 49 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | US | US | US |
| Founded | — | — | — | — |
| Agent Type | assistant | assistant | copilot | copilot |
| Model Stack | llama-4 deepseek-v3 mistral-large-3 | gemini-2.5-pro gemini-2.5-flash | claude-sonnet-4.6 gpt-5 llama-4 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | huggingface.co | notebooklm.google.com | continue.dev | github.com |
Score Factor Breakdown
| Factor (weight) | HuggingChat | NotebookLM | Continue.dev | GitHub Copilot |
|---|---|---|---|---|
| Trust Score (25%) | 24% | 19% | 24% | 29% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 1% | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 13% | 25% |
| Completeness (10%) | 80% | 55% | 80% | 55% |