Lambda vs Voiceflow vs Dify vs Modal

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

Your tool
Lambda
vs
Competitor 1
Voiceflow
Competitor 2
Dify
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
385Kvisits/mo
1Mvisits/mo
972.8Kvisits/mo
MoM change
—
▼ 5.8%
▼ 16.6%
▲ 5.7%
6-month growth
—
-35.3%
-30.6%
+13.6%
Global rank web
—
#93,201
#39,510
#43,856
Avg. last 3 months
—
407.5K
1.1M
960K
Bounce rate lower is better
—
38%
41%
37%
Pages / visit
—
5.2
4.4
6.6
Visit duration
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3m 07s
6m 40s
5m 31s
Traffic sources
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● Direct 75% · ● Referral 24%
● Direct 84% · ● Referral 15%
● Direct 94% · ● Referral 5%
LambdaVoiceflowDifyModal
0368.2K736.4K1.1M1.5MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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Free tier
$590per month · free tier available
$250per month · free tier available
Free tier
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Free trial
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–
–
API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
DocumentsText
DocumentsText
Code
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
13
9
6
Developer tools
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Agents
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GPU infrastructure
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Agent creation
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Chatbots
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No-code
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Development
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Customer support
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–
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Customer support chatbot
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–
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Voice agents
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–
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Workflows
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–
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Call agents
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–
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Call center automation
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–
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Calls
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Chatbot building
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–
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Inference
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–
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LLM development
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–
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APIs
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Call answering
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Model training
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–
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Performance optimization
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Productivity
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Website to chatbot
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
▲ 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.