Modal vs Microsoft Azure vs Lambda

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

Your tool
Modal
vs
Competitor 1
Microsoft Azure
Competitor 2
Lambda
Competitor 3
Suggested competitors for Modal: Baseten86% RunPod85% Beam82% Replicate80% Cerebrium80% Anyscale78% Together AI76% Fireworks AI74%
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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Competitor Microsoft Azure
azure.microsoft.com
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
6.9Mvisits/mo
—
MoM change
▲ 5.7%
▲ 8.9%
—
6-month growth
+13.6%
+3.8%
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Global rank web
#43,856
—
—
Avg. last 3 months
960K
6.6M
—
Bounce rate lower is better
37%
68%
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Pages / visit
6.6
1.7
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Visit duration
5m 31s
1m 29s
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Traffic sources
● Direct 94% · ● Referral 5%
● Direct 65% · ● Referral 31%
—
ModalMicrosoft AzureLambda
01.8M3.6M5.4M7.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Starting price
$250per month · free tier available
Free tier
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Free tier
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Free trial
–
–
API access
–
–
Plans
Starter FreeTeam $250/moEnterprise Custom
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
Code
AudioCodeDocumentsImagesText
CodeData
Output
Apps
AudioCodeImagesText
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
7
2
Developer tools
GPU infrastructure
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APIs
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Azure
–
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Cloud computing
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Cloud infrastructure
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Inference
–
–
Development
–
–
Image recognition
–
–
Large language models
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Performance optimization
–
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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
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–
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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.