Modal vs Lambda vs DeepInfra vs Replicate

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

Your tool
Modal
vs
Competitor 1
Lambda
Competitor 2
DeepInfra
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor DeepInfra
deepinfra.com
Cheap AI inference
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
—
546.5Kvisits/mo
1Mvisits/mo
MoM change
▲ 5.7%
—
▲ 11.4%
▼ 3.1%
6-month growth
+13.6%
—
+79.2%
-30.2%
Global rank web
#43,856
—
#76,238
#39,584
Avg. last 3 months
960K
—
494.5K
1.1M
Bounce rate lower is better
37%
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38%
35%
Pages / visit
6.6
—
5.7
5.6
Visit duration
5m 31s
—
3m 03s
5m 09s
Traffic sources
● Direct 94% · ● Referral 5%
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● Direct 87% · ● Referral 11%
● Direct 92% · ● Referral 6%
ModalLambdaDeepInfraReplicate
0415.2K830.4K1.2M1.7MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$250per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Usage-Based Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
DataCode
ImagesTextAudio
ImagesText
Output
Apps
Apps
VideoTextImagesAudio
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
1
5
9
APIs
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Inference
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Developer tools
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Development
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GPU infrastructure
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Models
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API integrations
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Image generation
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LLM development
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Performance optimization
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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
▲ 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.