Botpress vs ChatNode vs pgvector vs Voiceflow

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

Your tool
Botpress
vs
Competitor 1
ChatNode
Competitor 2
pgvector
Competitor 3
Voiceflow
Compare
4 tools · best value per row highlighted
Your tool Botpress
botpress.com
Build AI chatbots for business
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 pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
359.8Kvisits/mo
7.9Kvisits/mo
—
385Kvisits/mo
MoM change
▼ 5.1%
▼ 56.0%
—
▼ 5.8%
6-month growth
-17.4%
-13.9%
—
-35.3%
Global rank web
#153,242
#1,061,283
—
#93,201
Avg. last 3 months
371.2K
12.2K
—
407.5K
Bounce rate lower is better
51%
39%
—
38%
Pages / visit
1.8
4.9
—
5.2
Visit duration
33s
2m 20s
—
3m 07s
Traffic sources
● Direct 86% · ● Referral 14%
● Direct 97% · ● Mail 3%
—
● Direct 75% · ● Referral 24%
BotpressChatNodepgvectorVoiceflow
0156.6K313.2K469.8K626.4KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K1K10K100K1MBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Free
Freemium
Starting price
Free tier
$35per month
Free
Free tier
Free tier
–
Free trial
–
API access
–
–
Plans
Botpress Pricing $25/mo
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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—
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
Data
DocumentsText
Output
Apps
Apps
Data
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
7
13
Agents
–
Customer support
–
Customer support chatbot
–
Chatbots
–
Chatbot building
–
Agent creation
–
–
Chatbot integration
–
–
No-code
–
–
Website to chatbot
–
–
Vector databases
–
–
–
Vector indexes
–
–
–
Voice agents
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Knowledge bases
–
–
–
PostgreSQL assistance
–
–
–
Call answering
–
–
–
RAG
–
–
–
SQL
–
–
–
Self hosted
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 1
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.