Modal vs Shotstack vs Baseten vs RunPod

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

Your tool
Modal
vs
Competitor 1
Shotstack
Competitor 2
Baseten
Competitor 3
RunPod
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
—
355.4Kvisits/mo
2.8Mvisits/mo
MoM change
▲ 5.7%
—
▲ 21.3%
▲ 14.2%
6-month growth
+13.6%
—
+73.3%
+19.0%
Global rank web
#43,856
—
#113,597
#19,060
Avg. last 3 months
960K
—
304.6K
2.5M
Bounce rate lower is better
37%
—
39%
32%
Pages / visit
6.6
—
4.1
7.4
Visit duration
5m 31s
—
1m 53s
8m 19s
Traffic sources
● Direct 94% · ● Referral 5%
—
● Direct 89% · ● Referral 9%
● Direct 78% · ● Referral 21%
ModalShotstackBasetenRunPod
0701.3K1.4M2.1M2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
$39per month
Free tier
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Free tier
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Free trial
–
–
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API access
Plans
Starter FreeTeam $250/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Basic CustomPro CustomEnterprise Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Capabilities input → output
Input
Code
CodeImagesVideo
AudioText
CodeData
Output
Apps
Video
AudioImagesText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
5
6
4
Developer tools
APIs
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Development
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GPU infrastructure
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Inference
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Video editing
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Cloud infrastructure
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Models
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Personalized videos
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Video generation
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Web service deployment
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–
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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
▲ 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.