Semantic Kernel vs Chroma vs CodeGPT vs Langflow

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

Your tool
Semantic Kernel
vs
Competitor 1
Chroma
Competitor 2
CodeGPT
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool Semantic Kernel
learn.microsoft.com
Semantic Kernel is a lightweight, open-source development kit from Microsoft for building AI agents and adding AI models to existing C#, Python or Java codebases.
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Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
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Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
188.3Kvisits/mo
215.3Kvisits/mo
MoM change
—
—
▲ 0.8%
▼ 0.7%
6-month growth
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-37.2%
-4.9%
Global rank web
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#251,957
#217,191
Avg. last 3 months
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—
196.6K
225.2K
Bounce rate lower is better
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43%
44%
Pages / visit
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—
1.9
2.2
Visit duration
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38s
1m 04s
Traffic sources
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● Direct 58% · ● Referral 42%
● Direct 76% · ● Referral 24%
Semantic KernelChromaCodeGPTLangflow
074.9K149.9K224.8K299.7KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
Free
Starting price
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$250per month · free tier available
$9per month · free tier available
Free
Free tier
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Free trial
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–
–
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API access
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Plans
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Starter FreeTeam $250/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
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Capabilities input → output
Input
CodeText
DataText
CodeText
Text
Output
Apps
Data
Code
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
6
3
9
Developer tools
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LLM development
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Agents
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Agent creation
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Coding
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No-code
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Vector databases
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Vector indexes
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Chatbots
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Debugging
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Development
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RAG
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Self hosted
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Workflows
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API integrations
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APIs
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MCP
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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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.