Hugging Face vs Replicate vs Ollama vs Modal

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

Your tool
Hugging Face
vs
Competitor 1
Replicate
Competitor 2
Ollama
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Ollama
ollama.ai
Ollama is a tool designed to help users quickly and effortlessly set up and utilize large language m
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
1Mvisits/mo
36.7Kvisits/mo
972.8Kvisits/mo
MoM change
▲ 10.7%
▼ 3.1%
▼ 36.9%
▲ 5.7%
6-month growth
+18.4%
-30.2%
+268.2%
+13.6%
Global rank web
#1,410
#39,584
#906,857
#43,856
Avg. last 3 months
28.8M
1.1M
44.8K
960K
Bounce rate lower is better
42%
35%
42%
37%
Pages / visit
6.3
5.6
1.6
6.6
Visit duration
5m 01s
5m 09s
14s
5m 31s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
● Direct 99% · ● Referral 0%
● Direct 94% · ● Referral 5%
Hugging FaceReplicateOllamaModal
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 · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MOllama · 10.5KOllama · 6.7KOllama · 5.8KOllama · 10KOllama · 19.9KOllama · 17.2KOllama · 39.7KOllama · 58.1KOllama · 36.7KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10M100MHugging 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 · 1MOllama · 10.5KOllama · 6.7KOllama · 5.8KOllama · 10KOllama · 19.9KOllama · 17.2KOllama · 39.7KOllama · 58.1KOllama · 36.7KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$9per month · free tier available
—
$20per month · free tier available
$250per month · free tier available
Free tier
–
Free trial
–
–
–
–
API access
–
–
–
Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Free FreePro $20/moMax $100/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
VideoTextImagesAudio
ImagesText
TextImagesCode
Code
Output
AudioVideoTextImages3D
VideoTextImagesAudio
TextCode
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
2
6
Developer tools
APIs
–
Development
–
Models
–
–
Inference
–
–
LLM development
–
–
GPU infrastructure
–
–
–
Large language models
–
–
–
API integrations
–
–
–
Image generation
–
–
–
LLM training
–
–
–
Performance optimization
–
–
–
Video generation
–
–
–
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.