Bothub
Directory

Compare Agents

Start Over3/5 selected
All CategoriesCodeCoding AgentsMessageCircleChatbots🧠Language Models🔌MCP ServersLayersMultimodal AgentsSearchResearch AgentsServerDevOps & Infrastructure⛓️Blockchain & Web3 AgentsGitBranchWorkflow AutomationMessageSquareCustomer SupportBarChartData AnalysisMicVoice Agents
OpenAI: GPT 5.3 Codex10
Autogen14
HuggingChat15

Add another agent
Multimodal Agents

Showing 24 agents in this category for fair comparison.

LayersLlama 415LayersGemini15LayersQwen 3.515LayersZcf14LayersNexu14LayersZeroshot14LayersAionUi14LayersContext714LayersCopilotKit14LayersAwesome Openclaw Usecases Zh14LayersAutoresearch14LayersClawpanel14LayersN8n14LayersClaude Code Book14LayersJulius AI12LayersObviously AI12LayersSora 212LayersQwen: Qwen3.5 27B10LayersQwen2.5 Coder 7B Instruct10LayersQwen: Qwen3.5 Plus 2026 02 1510LayersQwen: Qwen3.5 Flash10LayersAgentGuide10LayersOh My Pi10LayersGpt Engineer10

OpenAI: GPT 5.3 Codex

Market10
Trust14
Trend24.05
Votes50%
0
Watch
0
Votes
14
Views

Autogen

Market14
Trust19
Trend51.05
Votes50%
0
Watch
0
Votes
17
Views

HuggingChat

Market15
Trust24
Trend49.05
Votes50%
0
Watch
0
Votes
44
Views

Side-by-Side Comparison

FeatureOpenAI: GPT 5.3 CodexAutogenHuggingChat
Verification
Reviewed
Reviewed
Reviewed
Pricingusage basedfreefree
Deploymentapisdkweb app
Review LevelReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimed
Market Score101415
Trust Score141924
Trend Score24.0551.0549.05
Watchers000
Page Views141744
Upvotes000
Country——US
Founded———
Agent Typellmframeworkassistant
Model Stack
gpt-5.3-codex
llama-4
deepseek-v3
mistral-large-3
Docs
Open Source
Demo
Websiteopenrouter.aimicrosoft.github.iohuggingface.co

Score Factor Breakdown

Factor (weight)OpenAI: GPT 5.3 CodexAutogenHuggingChat
Trust Score (25%)
14%
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%)
55%
80%
80%
View OpenAI: GPT 5.3 Codex →View Autogen →View HuggingChat →