Weaviate vs Chatbase vs ChatNode vs Chroma

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

Your tool
Weaviate
vs
Competitor 1
Chatbase
Competitor 2
ChatNode
Competitor 3
Chroma
Compare
4 tools · best value per row highlighted
Your tool Weaviate
weaviate.io
Search that understands meaning
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
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
Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
154.2Kvisits/mo
402.2Kvisits/mo
7.9Kvisits/mo
—
MoM change
▼ 11.8%
▲ 2.0%
▼ 56.0%
—
6-month growth
-7.0%
-12.4%
-13.9%
—
Global rank web
#293,589
#84,220
#1,061,283
—
Avg. last 3 months
155.7K
412.6K
12.2K
—
Bounce rate lower is better
41%
44%
39%
—
Pages / visit
1.9
6.9
4.9
—
Visit duration
50s
4m 34s
2m 20s
—
Traffic sources
● Direct 82% · ● Referral 18%
● Direct 81% · ● Referral 15%
● Direct 97% · ● Mail 3%
—
WeaviateChatbaseChatNodeChroma
0147.7K295.3K443K590.6KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1K10K100K1MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$45per month · free tier available
$40per month · free tier available
$35per month
$250per month · free tier available
Free tier
–
Free trial
–
–
API access
Plans
Free FreeFlex $45/moPremium $0
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
DataImagesText
DocumentsTextWeb pages
DocumentsTextWeb pages
DataText
Output
Data
AppsText
Apps
Data
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
10
9
6
Customer support
–
–
Customer support chatbot
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–
Vector databases
–
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Chatbots
–
–
Agents
–
–
Chatbot building
–
–
Developer tools
–
–
Chatbot integration
–
–
Website to chatbot
–
–
LLM development
–
–
Vector indexes
–
–
–
Customer support automation
–
–
–
Databases
–
–
–
Knowledge bases
–
–
–
No-code
–
–
–
RAG
–
–
–
Self hosted
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Information retrieval
–
–
–
Sales
–
–
–
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.