Directory
Compare Agents
Start Over3/5 selected
All CategoriesCodeCoding AgentsMessageCircleChatbots🧠Language Models🔌MCP ServersLayersMultimodal AgentsSearchResearch AgentsServerDevOps & Infrastructure⛓️Blockchain & Web3 AgentsGitBranchWorkflow AutomationMessageSquareCustomer SupportMicVoice AgentsBarChartData Analysis
Add another agentMultimodal Agents
Showing 25 agents in this category for fair comparison.
LayersLlama 415LayersGemini15LayersQwen 3.515LayersAwesome Openclaw Usecases Zh14LayersNexu14LayersAutoresearch14LayersClawpanel14LayersZcf14LayersAutogen14LayersCopilotKit14LayersAionUi14LayersZeroshot14LayersContext714LayersClaude Code Book14LayersN8n14LayersJulius AI12LayersObviously AI12LayersSora 212LayersGpt Engineer10LayersAgentGuide10LayersQwen: Qwen3.5 35B A3B10LayersQwen: Qwen3.5 Flash10LayersQwen: Qwen3.5 27B10LayersQwen: Qwen3.5 Plus 2026 02 1510LayersQwen: Qwen3.5 122B A10B10
Market15
Trust24
Trend48
Votes50%
0
Watch
0
Votes
44
Views
Market12
Trust19
Trend51.05
Votes50%
0
Watch
0
Votes
34
Views
Market15
Trust24
Trend48
Votes50%
0
Watch
0
Votes
39
Views
Side-by-Side Comparison
| Feature | HuggingChat | NotebookLM | Continue.dev |
|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed |
| Pricing | free | freemium | open source |
| Deployment | web app | web app | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed |
| Market Score | 15 | 12 | 15 |
| Trust Score | 24 | 19 | 24 |
| Trend Score | 48 | 51.05 | 48 |
| Watchers | 0 | 0 | 0 |
| Page Views | 44 | 34 | 39 |
| Upvotes | 0 | 0 | 0 |
| Country | US | US | US |
| Founded | — | — | — |
| Agent Type | assistant | assistant | 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 |
| Docs | |||
| Open Source | |||
| Demo | |||
| Website | huggingface.co | notebooklm.google.com | continue.dev |
Score Factor Breakdown
| Factor (weight) | HuggingChat | NotebookLM | Continue.dev |
|---|---|---|---|
| Trust Score (25%) | 24% | 19% | 24% |
| Watchers (20%) | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 13% |
| Completeness (10%) | 80% | 55% | 80% |