Modal vs Remotion vs Beam

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

Your tool
Modal
vs
Competitor 1
Remotion
Competitor 2
Beam
Competitor 3
Suggested competitors for Modal: Baseten86% RunPod85% Replicate80% Cerebrium80% Anyscale78% Together AI76% Fireworks AI74% Medjed AI70%
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Remotion
remotion.dev
Developers wanting to generate videos programmatically now have a React-based solution that treats video creation like building a web application
Make main Remove
Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
833.6Kvisits/mo
—
MoM change
▲ 5.7%
▲ 0.9%
—
6-month growth
+13.6%
+4.7%
—
Global rank web
#43,856
#68,912
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Avg. last 3 months
960K
861.6K
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Bounce rate lower is better
37%
51%
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Pages / visit
6.6
2.4
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Visit duration
5m 31s
1m 18s
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Traffic sources
● Direct 94% · ● Referral 5%
● Direct 69% · ● Referral 30%
—
ModalRemotionBeam
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
$25per month · free tier available
$89per month · free tier available
Free tier
Free trial
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–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Free License FreeRemotion for Creators $25/moRemotion for Automators $100/moEnterprise License $500/mo
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
CodeDataText
Code
Output
Apps
Video
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
8
3
Developer tools
GPU infrastructure
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Programmatic videos
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React components
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Video generation
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Cloud infrastructure
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Inference
–
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React
–
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React coding
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APIs
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Coding
–
–
Development
–
–
Frontend development
–
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.