Modal vs Hugging Face vs Baseten vs RunPod

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

Your tool
Modal
vs
Competitor 1
Hugging Face
Competitor 2
Baseten
Competitor 3
RunPod
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
31.2Mvisits/mo
355.4Kvisits/mo
2.8Mvisits/mo
MoM change
▲ 5.7%
▲ 10.7%
▲ 21.3%
▲ 14.2%
6-month growth
+13.6%
+18.4%
+73.3%
+19.0%
Global rank web
#43,856
#1,410
#113,597
#19,060
Avg. last 3 months
960K
28.8M
304.6K
2.5M
Bounce rate lower is better
37%
42%
39%
32%
Pages / visit
6.6
6.3
4.1
7.4
Visit duration
5m 31s
5m 01s
1m 53s
8m 19s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 81% · ● Referral 18%
● Direct 89% · ● Referral 9%
● Direct 78% · ● Referral 21%
ModalHugging FaceBasetenRunPod
07.8M15.6M23.4M31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8M100K1M10M100MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
$9per month · free tier available
Free tier
—
Free tier
–
Free trial
–
–
–
–
API access
–
Plans
Starter FreeTeam $250/moEnterprise Custom
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Basic CustomPro CustomEnterprise Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Capabilities input → output
Input
Code
AudioVideoTextImages
TextAudio
DataCode
Output
Apps
VideoTextImagesAudio3D
TextImagesAudio
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
6
6
4
Developer tools
Development
APIs
–
GPU infrastructure
–
–
Inference
–
–
Models
–
–
Large language models
–
–
–
Cloud infrastructure
–
–
–
Web service deployment
–
–
–
LLM training
–
–
–
Performance optimization
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 2
▲ 0
▲ 0
Saves
0
1
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.