Hugging Face vs Groq vs Modal vs SiliconFlow

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

Your tool
Hugging Face
vs
Competitor 1
Groq
Competitor 2
Modal
Competitor 3
SiliconFlow
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
4.2Mvisits/mo
972.8Kvisits/mo
427.8Kvisits/mo
MoM change
▲ 10.7%
▼ 12.2%
▲ 5.7%
▼ 35.5%
6-month growth
+18.4%
+19.4%
+13.6%
+5.4%
Global rank web
#1,410
#9,344
#43,856
#65,186
Avg. last 3 months
28.8M
4.1M
960K
540.4K
Bounce rate lower is better
42%
32%
37%
40%
Pages / visit
6.3
6.1
6.6
4.7
Visit duration
5m 01s
3m 48s
5m 31s
1m 43s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 78% · ● Referral 20%
● Direct 94% · ● Referral 5%
● Direct 85% · ● Referral 14%
Hugging FaceGroqModalSiliconFlow
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 · 31.2MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1M10M100MHugging 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 · 31.2MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$9per month · free tier available
—
$250per month · free tier available
Free tier
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
—
Starter FreeTeam $250/moEnterprise Custom
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Capabilities input → output
Input
AudioVideoTextImages
TextAudio
Code
TextImagesCode
Output
VideoTextImagesAudio3D
AudioText
Apps
VideoTextImagesCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
3
6
6
APIs
Developer tools
–
Development
–
Inference
–
–
Large language models
–
–
Models
–
–
GPU infrastructure
–
–
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.