Hugging Face vs Modal vs Baseten vs Fireworks AI

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

Your tool
Hugging Face
vs
Competitor 1
Modal
Competitor 2
Baseten
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Baseten
baseten.co
Models to production fast
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
972.8Kvisits/mo
355.4Kvisits/mo
713.6Kvisits/mo
MoM change
▲ 10.7%
▲ 5.7%
▲ 21.3%
▼ 21.1%
6-month growth
+18.4%
+13.6%
+73.3%
+62.9%
Global rank web
#1,410
#43,856
#113,597
#55,462
Avg. last 3 months
28.8M
960K
304.6K
743.7K
Bounce rate lower is better
42%
37%
39%
43%
Pages / visit
6.3
6.6
4.1
3.6
Visit duration
5m 01s
5m 31s
1m 53s
2m 40s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 94% · ● Referral 5%
● Direct 89% · ● Referral 9%
● Direct 91% · ● Referral 6%
Hugging FaceModalBasetenFireworks AI
07.8M15.6M23.4M31.2MHugging 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 · 31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K100K1M10M100MHugging 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 · 31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$9per month · free tier available
$250per month · free tier available
Free tier
Free tier
Free tier
Free trial
–
–
–
–
API access
–
Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Starter FreeTeam $250/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
AudioVideoTextImages
Code
TextAudio
TextImagesCode
Output
VideoTextImagesAudio3D
Apps
TextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
6
6
6
7
APIs
Developer tools
Development
Inference
–
Models
–
Fine-Tuning
–
–
–
GPU infrastructure
–
–
–
Large language models
–
–
–
Web service deployment
–
–
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LLM development
–
–
–
LLM training
–
–
–
Performance optimization
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 2
▲ 0
▲ 0
▲ 0
Saves
1
0
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.