Lambda vs Vertex AI vs Replicate vs Modal

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

Your tool
Lambda
vs
Competitor 1
Vertex AI
Competitor 2
Replicate
Competitor 3
Modal
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 Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
972.8Kvisits/mo
MoM change
—
—
▼ 3.1%
▲ 5.7%
6-month growth
—
—
-30.2%
+13.6%
Global rank web
—
—
#39,584
#43,856
Avg. last 3 months
—
—
1.1M
960K
Bounce rate lower is better
—
—
35%
37%
Pages / visit
—
—
5.6
6.6
Visit duration
—
—
5m 09s
5m 31s
Traffic sources
—
—
● Direct 92% · ● Referral 6%
● Direct 94% · ● Referral 5%
LambdaVertex AIReplicateModal
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
—
Freemium
Freemium
Starting price
—
—
—
$250per 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
—
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
DataCode
DocumentsVideoTextImagesCode
ImagesText
Code
Output
Apps
TextImagesCode
VideoTextImagesAudio
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
11
9
6
Developer tools
APIs
–
GPU infrastructure
–
–
Inference
–
–
Model training
–
–
Development
–
–
LLM development
–
–
Agents
–
–
–
API integrations
–
–
–
Agent creation
–
–
–
Models
–
–
–
Models management
–
–
–
Agent management
–
–
–
Fine-Tuning
–
–
–
Image generation
–
–
–
LLM training
–
–
–
Performance optimization
–
–
–
Prompt management
–
–
–
Video generation
–
–
–
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.