Dify vs Pipecat vs OpenAI Codex CLI vs Chatbase

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Dify
vs
Competitor 1
Pipecat
Competitor 2
OpenAI Codex CLI
Competitor 3
Chatbase
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
Make main Remove
Competitor OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
402.2Kvisits/mo
MoM change
▼ 16.6%
—
—
▲ 2.0%
6-month growth
-30.6%
—
—
-12.4%
Global rank web
#39,510
—
—
#84,220
Avg. last 3 months
1.1M
—
—
412.6K
Bounce rate lower is better
41%
—
—
44%
Pages / visit
4.4
—
—
6.9
Visit duration
6m 40s
—
—
4m 34s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
● Direct 81% · ● Referral 15%
DifyPipecatOpenAI Codex CLIChatbase
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$590per month · free tier available
Free
—
$40per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Open source Free
GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
TextDocuments
VideoTextAudio
CodeTextImages
DocumentsWeb pagesText
Output
Apps
TextAudio
Code
TextApps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeAI Coding Assistant
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
10
4
10
Agents
Developer tools
–
Agent creation
–
–
Chatbots
–
–
No-code
–
–
Chatbot building
–
–
–
Coding
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Voice agents
–
–
–
Workflows
–
–
–
Chatbot integration
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
Voice
–
–
–
Voice assistance
–
–
–
Agent collaboration
–
–
–
Agent testing
–
–
–
Call agents
–
–
–
Development
–
–
–
Productivity
–
–
–
Sales
–
–
–
Self hosted
–
–
–
Terminal
–
–
–
Website to chatbot
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.