Vertex AI vs RunPod 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
RunPod
Competitor 2
Lambda
Competitor 3
Replicate
Compare
4 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 RunPod
runpod.io
Cheap GPUs on demand
Make main 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
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2.8Mvisits/mo
—
1Mvisits/mo
MoM change
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▲ 14.2%
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▼ 3.1%
6-month growth
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+19.0%
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-30.2%
Global rank web
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#19,060
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#39,584
Avg. last 3 months
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2.5M
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1.1M
Bounce rate lower is better
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32%
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35%
Pages / visit
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7.4
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5.6
Visit duration
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8m 19s
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5m 09s
Traffic sources
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● Direct 78% · ● Referral 21%
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● Direct 92% · ● Referral 6%
Vertex AIRunPodLambdaReplicate
0701.3K1.4M2.1M2.8MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Paid
Freemium
Starting price
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Free tier
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Free trial
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API access
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Plans
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Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
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
DocumentsVideoTextImagesCode
DataCode
DataCode
ImagesText
Output
TextImagesCode
Apps
Apps
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI APIAI Developer Tools
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
4
2
9
Developer tools
GPU infrastructure
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APIs
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Development
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LLM development
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Agents
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API integrations
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Agent creation
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Cloud infrastructure
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Inference
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Models
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Agent management
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Image generation
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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0
Reviews
0
0
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0
Prompts
0
0
0
0
Verified listing
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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.