Vertex AI vs Lambda vs Replicate

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

Your tool
Vertex AI
vs
Competitor 1
Lambda
Competitor 2
Replicate
Competitor 3
Suggested competitors for Vertex AI: Azure AI Foundry93% Amazon Bedrock89% CrewAI86% Haystack84% AutoGen84% Langflow84% Amazon Bedrock AgentCore83% LangChain83%
Compare
3 tools · best value per row highlighted
Your tool 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.
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
MoM change
—
—
▼ 3.1%
6-month growth
—
—
-30.2%
Global rank web
—
—
#39,584
Avg. last 3 months
—
—
1.1M
Bounce rate lower is better
—
—
35%
Pages / visit
—
—
5.6
Visit duration
—
—
5m 09s
Traffic sources
—
—
● Direct 92% · ● Referral 6%
Vertex AILambdaReplicate
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
—
Paid
Freemium
Starting price
—
—
—
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
Capabilities input → output
Input
ImagesVideoTextDocumentsCode
DataCode
ImagesText
Output
TextImagesCode
Apps
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
2
9
Developer tools
APIs
–
LLM development
–
Agents
–
–
GPU infrastructure
–
–
API integrations
–
–
Agent creation
–
–
Inference
–
–
Models
–
–
Agent management
–
–
Development
–
–
Image generation
–
–
Video generation
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.