Lambda vs Submagic vs Kapwing vs Modal

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

Your tool
Lambda
vs
Competitor 1
Submagic
Competitor 2
Kapwing
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 Submagic
submagic.co
Submagic is an AI video editor for short-form content.
Make main Remove
Competitor Kapwing
kapwing.com
Online video editor for internet content
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
4.7Mvisits/mo
972.8Kvisits/mo
MoM change
—
—
▼ 5.7%
▲ 5.7%
6-month growth
—
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-23.2%
+13.6%
Global rank web
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#9,509
#43,856
Avg. last 3 months
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4.9M
960K
Bounce rate lower is better
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28%
37%
Pages / visit
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5.0
6.6
Visit duration
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2m 50s
5m 31s
Traffic sources
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● Direct 89% · ● Referral 10%
● Direct 94% · ● Referral 5%
LambdaSubmagicKapwingModal
01.6M3.2M4.8M6.4MKapwing · 5.8MKapwing · 6.4MKapwing · 5.9MKapwing · 5.5MKapwing · 6.1MKapwing · 5.5MKapwing · 5.6MKapwing · 5MKapwing · 4.9MKapwing · 4.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MKapwing · 5.8MKapwing · 6.4MKapwing · 5.9MKapwing · 5.5MKapwing · 6.1MKapwing · 5.5MKapwing · 5.6MKapwing · 5MKapwing · 4.9MKapwing · 4.7MModal · 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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$12per month
$16per 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
Starter $12/moPro $23/moBusiness $41/moCustom Custom
Free FreePro $16/moBusiness $50/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
Web pagesVideo
AudioImagesTextVideo
Code
Output
Apps
Video
Video
Apps
Skill level
Advanced
Beginner-friendly
Beginner-friendly
Advanced
Categories
Development & CodeAI Developer Tools
Video EditingWriting & ContentAI Subtitle GeneratorAI Video Editor+1 more
Video CreationVideo EditingWriting & ContentAI Subtitle Generator+4 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
14
9
6
GPU infrastructure
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Video editing
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Video subtitles
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Video generation
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Video repurposing
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Video shortening
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Developer tools
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Caption videos
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Inference
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Multilingual subtitle creation
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Presentations to videos
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Short videos
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Video transcription
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Video translation
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APIs
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Development
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Model training
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Multilingual video creation
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Performance optimization
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Social media management
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TikTok captions
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TikTok videos
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Video avatars
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Video effects
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YouTube shorts
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 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.