Dify vs Atomic Bot vs Haystack vs Voiceflow

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

Your tool
Dify
vs
Competitor 1
Atomic Bot
Competitor 2
Haystack
Competitor 3
Voiceflow
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor Atomic Bot
atomicbot.ai
Opened OpenClaw and immediately closed your terminal
Make main Remove
Competitor Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
46.1Kvisits/mo
—
385Kvisits/mo
MoM change
▼ 16.6%
▲ 79.5%
—
▼ 5.8%
6-month growth
-30.6%
-4.8%
—
-35.3%
Global rank web
#39,510
#1,136,755
—
#93,201
Avg. last 3 months
1.1M
39.1K
—
407.5K
Bounce rate lower is better
41%
40%
—
38%
Pages / visit
4.4
1.8
—
5.2
Visit duration
6m 40s
11s
—
3m 07s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
● Direct 75% · ● Referral 24%
DifyAtomic BotHaystackVoiceflow
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MAtomic Bot · 16.9KAtomic Bot · 48.4KAtomic Bot · 67.1KAtomic Bot · 47.2KAtomic Bot · 45.5KAtomic Bot · 25.7KAtomic Bot · 46.1KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MAtomic Bot · 16.9KAtomic Bot · 48.4KAtomic Bot · 67.1KAtomic Bot · 47.2KAtomic Bot · 45.5KAtomic Bot · 25.7KAtomic Bot · 46.1KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
—
Freemium
Starting price
$590per month · free tier available
$19per month · free tier available
—
Free tier
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeBase $19/moPro $39/moMax $79/mo
—
—
Capabilities input → output
Input
DocumentsText
Text
CodeDocuments
DocumentsText
Output
Apps
CodeText
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Productivity & OfficeAI Agent
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
4
7
13
Agents
Agent creation
–
Chatbots
–
LLM development
–
–
Developer tools
–
–
No-code
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
RAG
–
–
–
Voice agents
–
–
–
Workflows
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Chatbot building
–
–
–
Agent management
–
–
–
Agent memory
–
–
–
Call answering
–
–
–
Development
–
–
–
Productivity
–
–
–
Self hosted
–
–
–
Telegram
–
–
–
Website to chatbot
–
–
–
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.