Dify vs Shotstack vs Hal vs Kuberns

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

Your tool
Dify
vs
Competitor 1
Shotstack
Competitor 2
Hal
Competitor 3
Kuberns
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor Kuberns
kuberns.com
Deploy your project in minutes with an AI-agentic platform.
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
3.4Kvisits/mo
51.7Kvisits/mo
MoM change
▼ 16.6%
—
▼ 10.9%
▲ 11.6%
6-month growth
-30.6%
—
+60.6%
-4.8%
Global rank web
#39,510
—
#6,156,551
#389,451
Avg. last 3 months
1.1M
—
3.9K
47.8K
Bounce rate lower is better
41%
—
39%
27%
Pages / visit
4.4
—
1.1
8.8
Visit duration
6m 40s
—
—
14m 35s
Traffic sources
● Direct 84% · ● Referral 15%
—
—
● Direct 83% · ● Referral 16%
DifyShotstackHalKuberns
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7K1001K10K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KKuberns · 54.3KKuberns · 42.4KKuberns · 48.4KKuberns · 45.4KKuberns · 46.3KKuberns · 51.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$590per month · free tier available
$39per month
$2,000per month
$7per month · free tier available
Free tier
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Free trial
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API access
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Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Startups $2,000/mo
Free Trial FreeStarter $7/moBasic $12/moStandard $20/mo+2 more
Capabilities input → output
Input
DocumentsText
CodeImagesVideo
CodeText
Code
Output
Apps
Video
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
5
4
6
Developer tools
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APIs
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Chatbots
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Agents
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Development
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Agent creation
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Chatbot building
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No-code
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Video editing
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Workflows
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DevOps
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Document chat
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LLM development
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Personalized videos
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Video generation
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Workflow deployment
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Cloud DevOps advice
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Productivity
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 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.