Dify vs Langflow vs Augment Code vs Chatbase
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Dify
vs
Dify
Competitor 1
Langflow
Langflow
Competitor 2
Augment Code
Augment Code
Competitor 3
Chatbase
ChatbaseCompare
4 tools · best value per row highlighted
Competitor
Augment Code
Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
215.3Kvisits/mo
—
402.2Kvisits/mo
MoM change
▼ 16.6%
▼ 0.7%
—
▲ 2.0%
6-month growth
-30.6%
-4.9%
—
-12.4%
Global rank web
#39,510
#217,191
—
#84,220
Avg. last 3 months
1.1M
225.2K
—
412.6K
Bounce rate lower is better
41%
44%
—
44%
Pages / visit
4.4
2.2
—
6.9
Visit duration
6m 40s
1m 04s
—
4m 34s
Traffic sources
● Direct 84% · ● Referral 15%
● Direct 76% · ● Referral 24%
—
● Direct 81% · ● Referral 15%
DifyLangflowAugment CodeChatbase
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$590per month · free tier available
Free
$20per month
$40per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
—
Standard $20/moBusiness $100/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
DocumentsText
Text
CodeText
DocumentsTextWeb pages
Output
Apps
Apps
Code
AppsText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 1 shared · core partial
Tasks covered
9
9
6
10
Agents
No-code
–
Chatbots
–
Agent creation
–
Workflows
–
–
Developer tools
–
–
LLM development
–
–
Development
–
–
Chatbot building
–
–
–
Code reviews
–
–
–
Coding
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Chatbot integration
–
–
–
Shopify customer support
–
–
–
Testing
–
–
–
APIs
–
–
–
Code testing
–
–
–
Productivity
–
–
–
Sales
–
–
–
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.