Chatbase vs Defapi vs CometAPI vs ChatNode

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

Your tool
Chatbase
vs
Competitor 1
DDefapi
Competitor 2
CometAPI
Competitor 3
ChatNode
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
Remove
Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
2.4Kvisits/mo
302.3Kvisits/mo
7.9Kvisits/mo
MoM change
▲ 2.0%
▼ 42.6%
▲ 9.9%
▼ 56.0%
6-month growth
-12.4%
-86.2%
-16.5%
-13.9%
Global rank web
#84,220
#4,650,820
#157,147
#1,061,283
Avg. last 3 months
412.6K
4.8K
295.7K
12.2K
Bounce rate lower is better
44%
36%
46%
39%
Pages / visit
6.9
1.4
2.9
4.9
Visit duration
4m 34s
7s
38s
2m 20s
Traffic sources
● Direct 81% · ● Referral 15%
—
● Direct 69% · ● Referral 30%
● Direct 97% · ● Mail 3%
ChatbaseDefapiCometAPIChatNode
0208.6K417.2K625.8K834.4KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KCometAPI · 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 · 7.9K1K10K100K1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KCometAPI · 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 · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Free Trial
Starting price
$40per month · free tier available
—
$4per month · free tier available
$35per month
Free tier
–
–
Free trial
–
API access
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
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
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
DocumentsWeb pagesText
AudioImagesText
ImagesText
Web pagesTextDocuments
Output
TextApps
AudioImagesText
ImagesTextVideo
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeAI API
Development & CodeAI API
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
4
6
7
APIs
–
–
Customer support
–
–
Customer support chatbot
–
–
API integrations
–
–
Chatbots
–
–
Agents
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
LLM gateway
–
–
–
API management
–
–
–
Developer tools
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
API security
–
–
–
Image generation
–
–
–
Sales
–
–
–
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
–
–
–
–

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.