Directory
Compare Agents
Start Over4/5 selected
All CategoriesCodeCoding AgentsMessageCircleChatbots🧠Language Models🔌MCP ServersLayersMultimodal AgentsSearchResearch AgentsServerDevOps & Infrastructure⛓️Blockchain & Web3 AgentsGitBranchWorkflow AutomationMessageSquareCustomer SupportBarChartData AnalysisMicVoice Agents
Add another agentMultimodal Agents
Showing 26 agents in this category for fair comparison.
LayersLlama 415LayersGemini15LayersQwen 3.515LayersZeroshot14LayersZcf14LayersClawpanel14LayersNexu14LayersAutogen14LayersAwesome Openclaw Usecases Zh14LayersCopilotKit14LayersAutoresearch14LayersAionUi14LayersContext714LayersClaude Code Book14LayersN8n14LayersJulius AI12LayersObviously AI12LayersSora 212LayersOh 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
Trend50.1
Votes50%
0
Watch
0
Votes
46
Views
Market12
Trust19
Trend50.05
Votes50%
0
Watch
0
Votes
31
Views
Market15
Trust24
Trend50.1
Votes50%
0
Watch
0
Votes
41
Views
Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views
Side-by-Side Comparison
| Feature | HuggingChat | Augment Code | Continue.dev | NotebookLM |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | free | paid | open source | freemium |
| Deployment | web app | browser extension | browser extension | web app |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 15 | 12 | 15 | 12 |
| Trust Score | 24 | 19 | 24 | 19 |
| Trend Score | 50.1 | 50.05 | 50.1 | 51.1 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 46 | 31 | 41 | 36 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | US | US | US |
| Founded | — | — | — | — |
| Agent Type | assistant | copilot | copilot | assistant |
| Model Stack | llama-4 deepseek-v3 mistral-large-3 | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | claude-sonnet-4.6 gpt-5 llama-4 | gemini-2.5-pro gemini-2.5-flash |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | huggingface.co | augmentcode.com | continue.dev | notebooklm.google.com |
Score Factor Breakdown
| Factor (weight) | HuggingChat | Augment Code | Continue.dev | NotebookLM |
|---|---|---|---|---|
| Trust Score (25%) | 24% | 19% | 24% | 19% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 13% | 13% |
| Completeness (10%) | 80% | 55% | 80% | 55% |