Lambda vs Developer Toolkit vs Shotstack vs Phala Cloud

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

Your tool
Lambda
vs
Competitor 1
Developer Toolkit
Competitor 2
Shotstack
Competitor 3
Phala Cloud
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 Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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9.7Kvisits/mo
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MoM change
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▲ 46.3%
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▼ 21.5%
6-month growth
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+253.1%
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Global rank web
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#2,468,968
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Avg. last 3 months
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6.8K
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Bounce rate lower is better
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39%
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0%
Pages / visit
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1.4
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Visit duration
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1s
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Traffic sources
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LambdaDeveloper ToolkitShotstackPhala Cloud
02.4K4.8K7.3K9.7KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KPhala Cloud · 2.7KPhala Cloud · 2.1K1001K10KDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$19.99per month
$39per month
$50.37per 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
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Capabilities input → output
Input
CodeData
Text
CodeImagesVideo
CodeText
Output
Apps
Text
Video
AppsText
Skill level
Advanced
Beginner-friendly
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
3
4
6
GPU infrastructure
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Developer tools
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APIs
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Cloud security
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Development guide
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Tutorials
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Video editing
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Cloud computing
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Cloud infrastructure
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Development guidance
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Video generation
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Docker management
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LLM development
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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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▲ 0
▲ 1
Saves
0
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Reviews
0
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.