CometAPI vs ChatNode vs Langflow vs Defapi

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

Your tool
CometAPI
vs
Competitor 1
ChatNode
Competitor 2
Langflow
Competitor 3
DDefapi
Compare
4 tools · best value per row highlighted
Your tool CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
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Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
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Traffic estimated monthly website traffic
Monthly visits
302.3Kvisits/mo
7.9Kvisits/mo
215.3Kvisits/mo
2.4Kvisits/mo
MoM change
▲ 9.9%
▼ 56.0%
▼ 0.7%
▼ 42.6%
6-month growth
-16.5%
-13.9%
-4.9%
-86.2%
Global rank web
#157,147
#1,061,283
#217,191
#4,650,820
Avg. last 3 months
295.7K
12.2K
225.2K
4.8K
Bounce rate lower is better
46%
39%
44%
36%
Pages / visit
2.9
4.9
2.2
1.4
Visit duration
38s
2m 20s
1m 04s
7s
Traffic sources
● Direct 69% · ● Referral 30%
● Direct 97% · ● Mail 3%
● Direct 76% · ● Referral 24%
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CometAPIChatNodeLangflowDefapi
0208.6K417.2K625.8K834.4KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4K1K10K100K1MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Free
Paid
Starting price
$4per month · free tier available
$35per month
Free
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Free tier
–
–
Free trial
–
–
API access
Plans
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Capabilities input → output
Input
TextImages
DocumentsTextWeb pages
Text
TextImagesAudio
Output
VideoTextImages
Apps
Apps
TextImagesAudio
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI API
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
9
4
APIs
–
API integrations
–
–
Agents
–
–
Chatbots
–
–
Developer tools
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
LLM gateway
–
–
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No-code
–
–
–
API management
–
–
–
Agent creation
–
–
–
Development
–
–
–
LLM development
–
–
–
Website to chatbot
–
–
–
Workflows
–
–
–
API security
–
–
–
Chatbot building
–
–
–
Chatbot integration
–
–
–
Image generation
–
–
–
Video generation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 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.