Hugging Face vs ModelScope vs Together AI vs Cohere

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

Your tool
Hugging Face
vs
Competitor 1
ModelScope
Competitor 2
Together AI
Competitor 3
Cohere
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
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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 Together AI
together.ai
Open-source models without infrastructure
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Competitor Cohere
cohere.com
Enterprise AI for business language
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Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
—
785.1Kvisits/mo
773.1Kvisits/mo
MoM change
▲ 10.7%
—
▼ 6.4%
▼ 14.2%
6-month growth
+18.4%
—
+1.9%
+68.3%
Global rank web
#1,410
—
#60,843
#72,961
Avg. last 3 months
28.8M
—
794.7K
758K
Bounce rate lower is better
42%
—
42%
51%
Pages / visit
6.3
—
3.2
2.5
Visit duration
5m 01s
—
1m 57s
2m 21s
Traffic sources
● Direct 81% · ● Referral 18%
—
● Direct 77% · ● Referral 21%
● Direct 78% · ● Referral 20%
Hugging FaceModelScopeTogether AICohere
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 · 31.2MTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1K100K1M10M100MHugging 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 · 31.2MTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Paid
Freemium
Starting price
$9per month · free tier available
—
$1.99per month
Free tier
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
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Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Capabilities input → output
Input
AudioVideoTextImages
VideoTextImagesAudio
CodeTextImagesAudio
TextDocumentsAudio
Output
VideoTextImagesAudio3D
VideoTextImagesAudio
VideoTextImagesCodeAudio
TextData
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
8
9
Models
APIs
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Large language models
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Developer tools
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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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Agents
–
–
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Chatbots
–
–
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Customer support chatbot
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–
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Fine-Tuning
–
–
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GPU infrastructure
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–
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Models management
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–
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Productivity
–
–
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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.