Hugging Face vs opcode vs Lambda vs ModelScope

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

Your tool
Hugging Face
vs
Competitor 1
opcode
Competitor 2
Lambda
Competitor 3
ModelScope
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor opcode
opcode.sh
opcode is a free, open-source desktop application that gives Anthropic's command-line coding agent a graphical interface.
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
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MoM change
▲ 10.7%
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6-month growth
+18.4%
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Global rank web
#1,410
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Avg. last 3 months
28.8M
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Bounce rate lower is better
42%
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Pages / visit
6.3
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Visit duration
5m 01s
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Traffic sources
● Direct 81% · ● Referral 18%
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Hugging FaceopcodeLambdaModelScope
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 · 31.2M10M100MHugging 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 · 31.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
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Starting price
$9per month · free tier available
Free
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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
Open source Free
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Capabilities input → output
Input
ImagesVideoTextAudio
CodeText
DataCode
VideoTextImagesAudio
Output
VideoTextImagesAudio3D
Code
Apps
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI Coding AssistantAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
2
2
3
Models
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Large language models
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LLM training
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GPU infrastructure
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APIs
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Developer tools
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Coding
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Development
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LLM development
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MCP
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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
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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.