Lambda vs Hugging Face vs Defapi vs Phala Cloud

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
DDefapi
Competitor 3
Phala Cloud
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 DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
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Competitor Phala Cloud
cloud.phala.network
Over 5,000 users run confidential compute workloads here
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Traffic estimated monthly website traffic
Monthly visits
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31.2Mvisits/mo
2.4Kvisits/mo
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MoM change
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▲ 10.7%
▼ 42.6%
▼ 21.5%
6-month growth
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+18.4%
-86.2%
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Global rank web
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#1,410
#4,650,820
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Avg. last 3 months
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28.8M
4.8K
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Bounce rate lower is better
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42%
36%
0%
Pages / visit
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6.3
1.4
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Visit duration
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5m 01s
7s
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Traffic sources
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● Direct 81% · ● Referral 18%
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LambdaHugging FaceDefapiPhala Cloud
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 · 31.2MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KPhala Cloud · 2.7KPhala Cloud · 2.1K1K10K100K1M10M100MHugging 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 · 31.2MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KPhala Cloud · 2.7KPhala Cloud · 2.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
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$9per month · free tier available
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$50.37per month · free tier available
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
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Confidential VM $0.06/hourlyGPU TEE $3.80/hourly
Capabilities input → output
Input
DataCode
AudioVideoTextImages
TextImagesAudio
TextCode
Output
Apps
VideoTextImagesAudio3D
TextImagesAudio
AppsText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
4
8
Developer tools
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GPU infrastructure
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APIs
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API integrations
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Cloud security
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Large language models
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Models
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API management
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Cloud computing
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Cloud infrastructure
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Inference
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API security
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Cybersecurity
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Development
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Docker management
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LLM training
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Model training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 2
▲ 0
▲ 1
Saves
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1
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Reviews
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0
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Prompts
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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.