Flowise vs Pipecat vs Langflow vs Dify
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Flowise
vs
Flowise
Competitor 1
Pipecat
Pipecat
Competitor 2
Langflow
Langflow
Competitor 3
Dify
DifyCompare
4 tools · best value per row highlighted
Competitor
Pipecat
Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
Traffic estimated monthly website traffic
Monthly visits
168.3Kvisits/mo
—
215.3Kvisits/mo
1Mvisits/mo
MoM change
▼ 27.6%
—
▼ 0.7%
▼ 16.6%
6-month growth
-14.1%
—
-4.9%
-30.6%
Global rank web
#239,649
—
#217,191
#39,510
Avg. last 3 months
203.8K
—
225.2K
1.1M
Bounce rate lower is better
43%
—
44%
41%
Pages / visit
2.8
—
2.2
4.4
Visit duration
1m 23s
—
1m 04s
6m 40s
Traffic sources
● Direct 79% · ● Referral 19%
—
● Direct 76% · ● Referral 24%
● Direct 84% · ● Referral 15%
FlowisePipecatLangflowDify
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$35per month · free tier available
Free
Free
$590per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
Plans
Free FreeStarter $35/moPro $65/mo
Open source Free
—
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Capabilities input → output
Input
DocumentsText
AudioTextVideo
Text
DocumentsText
Output
Apps
AudioText
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
10
9
9
9
Agents
Agent creation
No-code
–
Workflows
–
Chatbots
–
Developer tools
–
Development
–
LLM development
–
–
Agent collaboration
–
–
Voice agents
–
–
–
Chatbot building
–
–
–
Voice
–
–
–
Voice assistance
–
–
–
APIs
–
–
–
Agent testing
–
–
–
Call agents
–
–
–
Chatbot integration
–
–
–
Productivity
–
–
–
Workflow deployment
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.