Lambda vs Code Wiki vs Shotstack vs DeepWiki

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
DeepWiki
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 DeepWiki
deepwiki.com
DeepWiki scans repositories and builds indexes you can talk to
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
—
957.2Kvisits/mo
MoM change
—
▼ 17.8%
—
▼ 2.5%
6-month growth
—
-70.8%
—
-29.9%
Global rank web
—
#251,881
—
#63,286
Avg. last 3 months
—
225.3K
—
998K
Bounce rate lower is better
—
41%
—
57%
Pages / visit
—
3.0
—
2.3
Visit duration
—
55s
—
2m 42s
Traffic sources
—
● Direct 76% · ● Referral 24%
—
● Direct 80% · ● Referral 19%
LambdaCode WikiShotstackDeepWiki
0341.2K682.3K1M1.4MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2K100K1M10MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KDeepWiki · 1.2MDeepWiki · 1.2MDeepWiki · 1.3MDeepWiki · 1.3MDeepWiki · 1.4MDeepWiki · 1.3MDeepWiki · 1.2MDeepWiki · 1.1MDeepWiki · 981.8KDeepWiki · 957.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Free
Freemium
Free
Starting price
—
Free
$39per month
Free
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
—
Capabilities input → output
Input
CodeData
Code
CodeImagesVideo
CodeWeb pages
Output
Apps
ImagesText
Video
Text
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 Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
7
4
4
Developer tools
–
Codebase q a
–
–
Code documentation
–
–
APIs
–
–
–
GPU infrastructure
–
–
–
Video editing
–
–
–
Architecture
–
–
–
Code explanations
–
–
–
GitHub
–
–
–
Video generation
–
–
–
Code analysis
–
–
–
Code summaries
–
–
–
GitHub pull requests
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
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.