Lambda vs Code Wiki 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
Code Wiki
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.
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
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
—
152.5Kvisits/mo
—
—
MoM change
—
▼ 17.8%
—
▼ 21.5%
6-month growth
—
-70.8%
—
—
Global rank web
—
#251,881
—
—
Avg. last 3 months
—
225.3K
—
—
Bounce rate lower is better
—
41%
—
0%
Pages / visit
—
3.0
—
—
Visit duration
—
55s
—
—
Traffic sources
—
● Direct 76% · ● Referral 24%
—
—
LambdaCode WikiShotstackPhala Cloud
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KPhala Cloud · 2.7KPhala Cloud · 2.1K1K10K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Free
Freemium
Freemium
Starting price
—
Free
$39per month
$50.37per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters 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
Code
CodeImagesVideo
CodeText
Output
Apps
ImagesText
Video
AppsText
Skill level
Advanced
Intermediate
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
7
4
6
Developer tools
–
GPU infrastructure
–
–
APIs
–
–
–
Cloud security
–
–
–
Code documentation
–
–
–
Codebase q a
–
–
–
Video editing
–
–
–
Architecture
–
–
–
Cloud computing
–
–
–
Cloud infrastructure
–
–
–
Code explanations
–
–
–
Video generation
–
–
–
Code analysis
–
–
–
Code summaries
–
–
–
Docker management
–
–
–
GitHub pull requests
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.