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 agentChatbots
Showing 14 agents in this category for fair comparison.
MessageCircleCherry Studio14MessageCircleAgentscope14MessageCirclePython Telegram Bot14MessageCircleWechaty14MessageCircleBrowser Use13MessageCirclePydantic AI13MessageCircleLangchain13MessageCircleVllm13MessageCircleCamel AI13MessageCircleCrewai Tools13MessageCircleLangchain Core13MessageCircleLangchain Openai13MessageCircleKimi AI12MessageCircleERNIE Bot (Wenxin Yiyan)12
Market12
Trust19
Trend50.4
Votes50%
0
Watch
0
Votes
38
Views
Market11
Trust18
Trend50.15
Votes50%
0
Watch
0
Votes
19
Views
Market15
Trust29
Trend50.55
Votes50%
0
Watch
0
Votes
49
Views
Market12
Trust19
Trend51.3
Votes50%
0
Watch
0
Votes
40
Views
Side-by-Side Comparison
| Feature | Augment Code | SingularityNET | GitHub Copilot | NotebookLM |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | paid | usage based | paid | freemium |
| Deployment | browser extension | api | browser extension | web app |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 11 | 15 | 12 |
| Trust Score | 19 | 18 | 29 | 19 |
| Trend Score | 50.4 | 50.15 | 50.55 | 51.3 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 38 | 19 | 49 | 40 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | Netherlands | US | US |
| Founded | — | — | — | — |
| Agent Type | copilot | platform | copilot | assistant |
| Model Stack | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | AGIX ASI Alliance | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | gemini-2.5-pro gemini-2.5-flash |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | augmentcode.com | singularitynet.io | github.com | notebooklm.google.com |
Score Factor Breakdown
| Factor (weight) | Augment Code | SingularityNET | GitHub Copilot | NotebookLM |
|---|---|---|---|---|
| Trust Score (25%) | 19% | 18% | 29% | 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% | 25% | 13% |
| Completeness (10%) | 55% | 55% | 55% | 55% |