Langflow vs Pipedream vs CodeRabbit

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

Your tool
Langflow
vs
Competitor 1
Pipedream
Competitor 2
CodeRabbit
Competitor 3
Suggested competitors for Langflow: Flowise92% Dify88% LangChain85% Haystack82% Stack AI80% Rivet79% LLangdock77% MindStudio76%
Compare
3 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
Remove
Competitor Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
—
1Mvisits/mo
MoM change
▼ 0.7%
—
▼ 22.7%
6-month growth
-4.9%
—
+50.4%
Global rank web
#217,191
—
#38,145
Avg. last 3 months
225.2K
—
1.2M
Bounce rate lower is better
44%
—
49%
Pages / visit
2.2
—
3.5
Visit duration
1m 04s
—
1m 55s
Traffic sources
● Direct 76% · ● Referral 24%
—
● Direct 73% · ● Referral 24%
LangflowPipedreamCodeRabbit
0331.5K663K994.5K1.3MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$99per month · free tier available
$24per month
Free tier
–
Free trial
–
–
API access
–
Plans
—
Free FreeStartup $99/moBusiness Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
Text
Code
Code
Output
Apps
Apps
CodeText
Skill level
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
8
Agents
–
Developer tools
–
APIs
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Agent creation
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Development
–
Workflows
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API integrations
–
–
Code reviews
–
–
GitHub pull requests
–
–
MCP
–
–
No-code
–
–
Chatbots
–
–
Code analysis
–
–
Code documentation
–
–
Code quality
–
–
Code security analysis
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–
Code testing
–
–
LLM development
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
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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.