Modal vs RunPod vs ModelScope vs Baseten

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

Your tool
Modal
vs
Competitor 1
RunPod
Competitor 2
ModelScope
Competitor 3
Baseten
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main 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 Baseten
baseten.co
Models to production fast
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
2.8Mvisits/mo
—
355.4Kvisits/mo
MoM change
▲ 5.7%
▲ 14.2%
—
▲ 21.3%
6-month growth
+13.6%
+19.0%
—
+73.3%
Global rank web
#43,856
#19,060
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#113,597
Avg. last 3 months
960K
2.5M
—
304.6K
Bounce rate lower is better
37%
32%
—
39%
Pages / visit
6.6
7.4
—
4.1
Visit duration
5m 31s
8m 19s
—
1m 53s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 78% · ● Referral 21%
—
● Direct 89% · ● Referral 9%
ModalRunPodModelScopeBaseten
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 · 2.8MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4K100K1M10MModal · 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 · 2.8MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
Starting price
$250per month · free tier available
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—
Free tier
Free tier
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Free trial
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–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
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Basic CustomPro CustomEnterprise Custom
Capabilities input → output
Input
Code
DataCode
VideoTextImagesAudio
TextAudio
Output
Apps
Apps
VideoTextImagesAudio
TextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
6
6
Developer tools
Development
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GPU infrastructure
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Inference
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Models
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APIs
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Cloud infrastructure
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Web service deployment
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LLM development
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LLM training
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Large language models
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Models management
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Performance optimization
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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
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0
Reviews
0
0
0
0
Prompts
0
0
0
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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.