Lambda vs Submagic vs Defapi

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
DDefapi
Competitor 3
Suggested competitors for Lambda: Hyperbolic100% Beam99% Phala Cloud98% RunPod97% Vast.ai97% CoreWeave93% Modal92% Medjed AI88%
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3 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Remove
Competitor Submagic
submagic.co
Submagic is an AI video editor for short-form content.
Make main Remove
Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
2.4Kvisits/mo
MoM change
—
—
▼ 42.6%
6-month growth
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-86.2%
Global rank web
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#4,650,820
Avg. last 3 months
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4.8K
Bounce rate lower is better
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36%
Pages / visit
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1.4
Visit duration
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7s
Traffic sources
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—
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LambdaSubmagicDefapi
04.4K8.8K13.3K17.7KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4K1K10K100KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Paid
Paid
Starting price
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$12per month
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Free tier
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–
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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
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Capabilities input → output
Input
CodeData
Web pagesVideo
AudioImagesText
Output
Apps
Video
AudioImagesText
Skill level
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeAI Developer Tools
Video EditingWriting & ContentAI Subtitle GeneratorAI Video Editor+1 more
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
14
4
API integrations
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APIs
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GPU infrastructure
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Video editing
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Video subtitles
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API management
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Caption videos
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Multilingual subtitle creation
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Short videos
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Video repurposing
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Video shortening
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API security
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Developer tools
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Model training
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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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Video generation
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YouTube shorts
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 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.