Shotstack vs Modal vs Developer Toolkit vs Microsoft Azure

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

Your tool
Shotstack
vs
Competitor 1
Modal
Competitor 2
Developer Toolkit
Competitor 3
Microsoft Azure
Compare
4 tools · best value per row highlighted
Your tool Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
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Competitor Microsoft Azure
azure.microsoft.com
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Traffic estimated monthly website traffic
Monthly visits
—
972.8Kvisits/mo
9.7Kvisits/mo
6.9Mvisits/mo
MoM change
—
▲ 5.7%
▲ 46.3%
▲ 8.9%
6-month growth
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+13.6%
+253.1%
+3.8%
Global rank web
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#43,856
#2,468,968
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Avg. last 3 months
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960K
6.8K
6.6M
Bounce rate lower is better
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37%
39%
68%
Pages / visit
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6.6
1.4
1.7
Visit duration
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5m 31s
1s
1m 29s
Traffic sources
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● Direct 94% · ● Referral 5%
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● Direct 65% · ● Referral 31%
ShotstackModalDeveloper ToolkitMicrosoft Azure
01.8M3.6M5.4M7.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9M1001K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$39per month
$250per month · free tier available
$19.99per month
Free tier
Free tier
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Free trial
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API access
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Plans
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Starter FreeTeam $250/moEnterprise Custom
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
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Capabilities input → output
Input
CodeImagesVideo
Code
Text
TextImagesDocumentsCodeAudio
Output
Video
Apps
Text
TextImagesCodeAudio
Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
6
2
7
Developer tools
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APIs
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Azure
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Development guide
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GPU infrastructure
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Video editing
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Cloud computing
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Cloud infrastructure
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Development guidance
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Inference
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Video generation
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Development
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Image recognition
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Large language models
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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Saves
0
0
0
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Reviews
0
0
0
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Prompts
0
0
0
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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.