LangChain vs CodeRabbit vs Augment Code vs Langflow

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

Your tool
LangChain
vs
Competitor 1
CodeRabbit
Competitor 2
Augment Code
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool LangChain
langchain.com
Framework for building with large language models
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Langflow
langflow.org
Drag and drop AI
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Traffic estimated monthly website traffic
Monthly visits
3.4Mvisits/mo
1Mvisits/mo
—
215.3Kvisits/mo
MoM change
▲ 0.7%
▼ 22.7%
—
▼ 0.7%
6-month growth
+21.0%
+50.4%
—
-4.9%
Global rank web
#13,384
#38,145
—
#217,191
Avg. last 3 months
3.3M
1.2M
—
225.2K
Bounce rate lower is better
42%
49%
—
44%
Pages / visit
6.2
3.5
—
2.2
Visit duration
5m 29s
1m 55s
—
1m 04s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 73% · ● Referral 24%
—
● Direct 76% · ● Referral 24%
LangChainCodeRabbitAugment CodeLangflow
0850.7K1.7M2.6M3.4MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1M10MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Free
Starting price
$39per month · free tier available
$24per month
$20per month
Free
Free tier
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Free trial
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–
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API access
–
–
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Plans
Developer FreePlus $39/moEnterprise Custom/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
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Capabilities input → output
Input
CodeText
Code
CodeText
Text
Output
Apps
CodeText
Code
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
6
9
Agents
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Agent creation
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Development
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Code reviews
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LLM development
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Developer tools
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Code testing
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Coding
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GitHub pull requests
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No-code
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–
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Chatbots
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–
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Code analysis
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–
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Code documentation
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Code quality
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Code security analysis
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Testing
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Workflows
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APIs
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Agent testing
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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
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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.