Hugging Face vs Groq vs Modal vs Nebius Token Factory

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
Nebius Token Factory
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 Nebius Token Factory
nebius.com
Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
4.2Mvisits/mo
972.8Kvisits/mo
963.1Kvisits/mo
MoM change
▲ 10.7%
▼ 12.2%
▲ 5.7%
▲ 20.8%
6-month growth
+18.4%
+19.4%
+13.6%
+60.3%
Global rank web
#1,410
#9,344
#43,856
#61,989
Avg. last 3 months
28.8M
4.1M
960K
793.3K
Bounce rate lower is better
42%
32%
37%
44%
Pages / visit
6.3
6.1
6.6
3.5
Visit duration
5m 01s
3m 48s
5m 31s
2m 23s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 78% · ● Referral 20%
● Direct 94% · ● Referral 5%
● Direct 70% · ● Referral 26%
Hugging FaceGroqModalNebius Token Factory
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 · 972.8KNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1K100K1M10M100MHugging 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 · 972.8KNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1KNov '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
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Capabilities input → output
Input
AudioVideoTextImages
AudioText
Code
TextCode
Output
VideoTextImagesAudio3D
TextAudio
Apps
TextCode
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 API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
3
6
6
APIs
Developer tools
–
Development
–
GPU infrastructure
–
–
Inference
–
–
Large language models
–
–
Models
–
–
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.