Modal vs ModelScope vs RunPod vs Replicate

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

Your tool
Modal
vs
Competitor 1
ModelScope
Competitor 2
RunPod
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor ModelScope
modelscope.cn
ModelScope is an open-source model community and hosting hub founded in June 2022 by the Institute for Intelligent Computing together with the CCF Open Source Development Committee.
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
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
—
2.8Mvisits/mo
1Mvisits/mo
MoM change
▲ 5.7%
—
▲ 14.2%
▼ 3.1%
6-month growth
+13.6%
—
+19.0%
-30.2%
Global rank web
#43,856
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#19,060
#39,584
Avg. last 3 months
960K
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2.5M
1.1M
Bounce rate lower is better
37%
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32%
35%
Pages / visit
6.6
—
7.4
5.6
Visit duration
5m 31s
—
8m 19s
5m 09s
Traffic sources
● Direct 94% · ● Referral 5%
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● Direct 78% · ● Referral 21%
● Direct 92% · ● Referral 6%
ModalModelScopeRunPodReplicate
0701.3K1.4M2.1M2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRunPod · 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 · 1M100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRunPod · 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
Freemium
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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
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Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
VideoTextImagesAudio
DataCode
ImagesText
Output
Apps
VideoTextImagesAudio
Apps
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
5
4
9
Developer tools
Development
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GPU infrastructure
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Models
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APIs
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Inference
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LLM development
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API integrations
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Cloud infrastructure
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Image generation
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LLM training
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Large language models
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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.