Hugging Face vs opcode vs Lambda 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
opcode
Competitor 2
Lambda
Competitor 3
Ollama
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 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
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36.7Kvisits/mo
MoM change
▲ 10.7%
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▼ 36.9%
6-month growth
+18.4%
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+268.2%
Global rank web
#1,410
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#906,857
Avg. last 3 months
28.8M
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44.8K
Bounce rate lower is better
42%
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42%
Pages / visit
6.3
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1.6
Visit duration
5m 01s
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14s
Traffic sources
● Direct 81% · ● Referral 18%
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● Direct 99% · ● Referral 0%
Hugging FaceopcodeLambdaOllama
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 · 31.2MOllama · 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 · 31.2MOllama · 10.5KOllama · 6.7KOllama · 5.8KOllama · 10KOllama · 19.9KOllama · 17.2KOllama · 39.7KOllama · 58.1KOllama · 36.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$9per month · free tier available
Free
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$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
Open source Free
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreePro $20/moMax $100/mo
Capabilities input → output
Input
ImagesVideoTextAudio
CodeText
DataCode
TextImagesCode
Output
VideoTextImagesAudio3D
Code
Apps
TextCode
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 & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
3
7
Developer tools
Large language models
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Models
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APIs
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GPU infrastructure
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Local AI
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Agents
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LLM development
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Model integration
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Agent creation
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Coding
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Development
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LLM training
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MCP
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Model training
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Self hosted
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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.