Groq vs Fireworks AI vs Hugging Face vs Replicate

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

Your tool
Groq
vs
Competitor 1
Fireworks AI
Competitor 2
Hugging Face
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool Groq
groq.com
AI inference at unprecedented speed
Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
4.2Mvisits/mo
713.6Kvisits/mo
31.2Mvisits/mo
1Mvisits/mo
MoM change
▼ 12.2%
▼ 21.1%
▲ 10.7%
▼ 3.1%
6-month growth
+19.4%
+62.9%
+18.4%
-30.2%
Global rank web
#9,344
#55,462
#1,410
#39,584
Avg. last 3 months
4.1M
743.7K
28.8M
1.1M
Bounce rate lower is better
32%
43%
42%
35%
Pages / visit
6.1
3.6
6.3
5.6
Visit duration
3m 48s
2m 40s
5m 01s
5m 09s
Traffic sources
● Direct 78% · ● Referral 20%
● Direct 91% · ● Referral 6%
● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
GroqFireworks AIHugging FaceReplicate
07.8M15.6M23.4M31.2MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MFireworks 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 · 713.6KHugging 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 · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10M100MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MFireworks 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 · 713.6KHugging 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 · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
—
Free tier
$9per month · free tier available
—
Free tier
–
–
Free trial
–
–
–
API access
–
–
–
Plans
—
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
TextAudio
TextImagesCode
VideoTextImagesAudio
ImagesText
Output
TextAudio
TextCode
ImagesVideoTextAudio3D
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
3
7
6
9
APIs
Development
Models
–
Developer tools
–
Inference
–
–
Large language models
–
–
LLM development
–
–
Fine-Tuning
–
–
–
API integrations
–
–
–
Image generation
–
–
–
LLM training
–
–
–
Video generation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 0
Saves
0
0
1
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.