Microsoft Azure vs Lambda vs RunPod vs Modal

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

Your tool
Microsoft Azure
vs
Competitor 1
Lambda
Competitor 2
RunPod
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Microsoft Azure
azure.microsoft.com
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
6.9Mvisits/mo
—
2.8Mvisits/mo
972.8Kvisits/mo
MoM change
▲ 8.9%
—
▲ 14.2%
▲ 5.7%
6-month growth
+3.8%
—
+19.0%
+13.6%
Global rank web
—
—
#19,060
#43,856
Avg. last 3 months
6.6M
—
2.5M
960K
Bounce rate lower is better
68%
—
32%
37%
Pages / visit
1.7
—
7.4
6.6
Visit duration
1m 29s
—
8m 19s
5m 31s
Traffic sources
● Direct 65% · ● Referral 31%
—
● Direct 78% · ● Referral 21%
● Direct 94% · ● Referral 5%
Microsoft AzureLambdaRunPodModal
01.8M3.6M5.4M7.2MMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MRunPod · 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 · 972.8K100K1M10MMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MRunPod · 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
Paid
Freemium
Freemium
Starting price
Free tier
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$250per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
ImagesTextDocumentsCodeAudio
DataCode
DataCode
Code
Output
TextImagesCodeAudio
Apps
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
2
4
6
Developer tools
GPU infrastructure
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Cloud infrastructure
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APIs
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Development
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Azure
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Cloud computing
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Inference
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Image recognition
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Large language models
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Performance optimization
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–
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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
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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.