Hugging Face vs DeepInfra vs ModelScope vs Ollama

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

Your tool
Hugging Face
vs
Competitor 1
DeepInfra
Competitor 2
ModelScope
Competitor 3
Ollama
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
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Competitor DeepInfra
deepinfra.com
Cheap AI inference
Make main Remove
Competitor ModelScope
modelscope.cn
ModelScope is an open-source model community and hosting hub founded in June 2022 by the Institute for Intelligent Computing together with the CCF Open Source Development Committee.
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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
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
546.5Kvisits/mo
—
36.7Kvisits/mo
MoM change
▲ 10.7%
▲ 11.4%
—
▼ 36.9%
6-month growth
+18.4%
+79.2%
—
+268.2%
Global rank web
#1,410
#76,238
—
#906,857
Avg. last 3 months
28.8M
494.5K
—
44.8K
Bounce rate lower is better
42%
38%
—
42%
Pages / visit
6.3
5.7
—
1.6
Visit duration
5m 01s
3m 03s
—
14s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 87% · ● Referral 11%
—
● Direct 99% · ● Referral 0%
Hugging FaceDeepInfraModelScopeOllama
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 · 31.2MDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KOllama · 10.5KOllama · 6.7KOllama · 5.8KOllama · 10KOllama · 19.9KOllama · 17.2KOllama · 39.7KOllama · 58.1KOllama · 36.7K1K10K100K1M10M100MHugging 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 · 31.2MDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KOllama · 10.5KOllama · 6.7KOllama · 5.8KOllama · 10KOllama · 19.9KOllama · 17.2KOllama · 39.7KOllama · 58.1KOllama · 36.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
Starting price
$9per month · free tier available
—
—
$20per month · free tier available
Free tier
–
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Free trial
–
–
–
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API access
–
–
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Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Usage-Based Custom
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Free FreePro $20/moMax $100/mo
Capabilities input → output
Input
AudioVideoTextImages
TextImagesAudio
VideoTextImagesAudio
TextImagesCode
Output
VideoTextImagesAudio3D
TextVideoImagesAudio
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI API
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
5
6
7
Models
Developer tools
Large language models
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APIs
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LLM development
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Development
–
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LLM training
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Inference
–
–
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Local AI
–
–
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Model integration
–
–
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Models management
–
–
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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
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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.