Modal vs Code Wiki vs Shotstack vs Cerebrium

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

Your tool
Modal
vs
Competitor 1
Code Wiki
Competitor 2
Shotstack
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
152.5Kvisits/mo
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MoM change
▲ 5.7%
▼ 17.8%
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6-month growth
+13.6%
-70.8%
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Global rank web
#43,856
#251,881
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Avg. last 3 months
960K
225.3K
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Bounce rate lower is better
37%
41%
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Pages / visit
6.6
3.0
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Visit duration
5m 31s
55s
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Traffic sources
● Direct 94% · ● Referral 5%
● Direct 76% · ● Referral 24%
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ModalCode WikiShotstackCerebrium
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$250per month · free tier available
Free
$39per month
$100per month · free tier available
Free tier
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Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
Code
Code
CodeImagesVideo
Code
Output
Apps
ImagesText
Video
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
4
3
Developer tools
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GPU infrastructure
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APIs
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Code documentation
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Codebase q a
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Video editing
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Architecture
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Code explanations
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Inference
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Video generation
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Code analysis
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Code summaries
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Development
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GitHub pull requests
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LLM development
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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
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Saves
0
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Reviews
0
0
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0
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.