RunPod vs Vertex AI vs Lambda vs Modal

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

Your tool
RunPod
vs
Competitor 1
Vertex AI
Competitor 2
Lambda
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool RunPod
runpod.io
Cheap GPUs on demand
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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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
2.8Mvisits/mo
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972.8Kvisits/mo
MoM change
▲ 14.2%
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▲ 5.7%
6-month growth
+19.0%
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+13.6%
Global rank web
#19,060
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#43,856
Avg. last 3 months
2.5M
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960K
Bounce rate lower is better
32%
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37%
Pages / visit
7.4
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6.6
Visit duration
8m 19s
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5m 31s
Traffic sources
● Direct 78% · ● Referral 21%
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● Direct 94% · ● Referral 5%
RunPodVertex AILambdaModal
0701.3K1.4M2.1M2.8MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Paid
Freemium
Starting price
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$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeDocumentsImagesTextVideo
CodeData
Code
Output
Apps
CodeImagesText
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
11
3
6
Developer tools
GPU infrastructure
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Model training
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APIs
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Development
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Agents
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Agent creation
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Cloud infrastructure
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Inference
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Models management
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Agent management
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Fine-Tuning
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LLM development
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LLM training
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Performance optimization
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Prompt management
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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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Reviews
0
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Prompts
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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.