Lambda vs Shotstack vs Defapi vs Medjed AI

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

Your tool
Lambda
vs
Competitor 1
Shotstack
Competitor 2
DDefapi
Competitor 3
Medjed AI
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 Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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
Competitor Medjed AI
medjed.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
2.4Kvisits/mo
—
MoM change
—
—
▼ 42.6%
—
6-month growth
—
—
-86.2%
—
Global rank web
—
—
#4,650,820
—
Avg. last 3 months
—
—
4.8K
—
Bounce rate lower is better
—
—
36%
0%
Pages / visit
—
—
1.4
—
Visit duration
—
—
7s
—
Traffic sources
—
—
—
—
LambdaShotstackDefapiMedjed AI
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
Freemium
Paid
Paid
Starting price
—
$39per month
—
$2.39per month
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
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
H100 PCIe 80GB $2.39H100 NVL 94GB $2.79H100 SXM 80GB $2.69H200 141GB $3.79+1 more
Capabilities input → output
Input
CodeData
CodeImagesVideo
AudioImagesText
CodeData
Output
Apps
Video
AudioImagesText
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
5
4
4
Developer tools
–
APIs
–
–
GPU infrastructure
–
–
API integrations
–
–
–
Cloud computing
–
–
–
Video editing
–
–
–
API management
–
–
–
Cloud infrastructure
–
–
–
Personalized videos
–
–
–
Video generation
–
–
–
API security
–
–
–
Model training
–
–
–
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.