Lambda vs Augment Code vs Remotion vs Modal

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

Your tool
Lambda
vs
Competitor 1
Augment Code
Competitor 2
Remotion
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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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
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
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833.6Kvisits/mo
972.8Kvisits/mo
MoM change
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▲ 0.9%
▲ 5.7%
6-month growth
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+4.7%
+13.6%
Global rank web
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#68,912
#43,856
Avg. last 3 months
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861.6K
960K
Bounce rate lower is better
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51%
37%
Pages / visit
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2.4
6.6
Visit duration
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1m 18s
5m 31s
Traffic sources
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● Direct 69% · ● Referral 30%
● Direct 94% · ● Referral 5%
LambdaAugment CodeRemotionModal
0291.9K583.7K875.6K1.2MRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Paid
Freemium
Freemium
Starting price
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$20per month
$25per month · free tier available
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Standard $20/moBusiness $100/moEnterprise Custom
Free License FreeRemotion for Creators $25/moRemotion for Automators $100/moEnterprise License $500/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeText
CodeDataText
Code
Output
Apps
Code
Video
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
8
6
Developer tools
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GPU infrastructure
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Coding
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Code reviews
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Programmatic videos
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React components
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Video generation
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Agents
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Inference
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React
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React coding
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Testing
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APIs
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Agent creation
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Code testing
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Development
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Frontend development
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Model training
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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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▲ 1
▲ 0
Saves
0
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Reviews
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0
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Prompts
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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.