Lambda vs Hugging Face vs Replicate vs Augment Code

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

Your tool
Lambda
vs
Competitor 1
Hugging Face
Competitor 2
Replicate
Competitor 3
Augment Code
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Traffic estimated monthly website traffic
Monthly visits
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31.2Mvisits/mo
1Mvisits/mo
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MoM change
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▲ 10.7%
▼ 3.1%
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6-month growth
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+18.4%
-30.2%
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Global rank web
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#1,410
#39,584
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Avg. last 3 months
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28.8M
1.1M
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Bounce rate lower is better
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42%
35%
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Pages / visit
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6.3
5.6
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Visit duration
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5m 01s
5m 09s
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Traffic sources
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● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
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LambdaHugging FaceReplicateAugment Code
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 · 1M1M10M100MHugging 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 · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Paid
Starting price
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$9per month · free tier available
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$20per month
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Standard $20/moBusiness $100/moEnterprise Custom
Capabilities input → output
Input
DataCode
AudioImagesTextVideo
ImagesText
TextCode
Output
Apps
3DAudioImagesTextVideo
VideoTextImagesAudio
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
6
9
6
Developer tools
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APIs
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Models
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Development
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Code reviews
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Coding
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GPU infrastructure
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Large language models
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API integrations
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Agents
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Inference
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Testing
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Code testing
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Cve monitoring
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Image generation
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LLM development
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LLM training
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 2
▲ 0
▲ 0
Saves
0
1
0
0
Reviews
0
0
0
0
Prompts
0
0
0
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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.