Anyscale vs Lambda vs Hugging Face vs Modal

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

Your tool
Anyscale
vs
Competitor 1
Lambda
Competitor 2
Hugging Face
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Anyscale
anyscale.com
Scale AI effortlessly
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
79.1Kvisits/mo
—
31.2Mvisits/mo
972.8Kvisits/mo
MoM change
▼ 25.4%
—
▲ 10.7%
▲ 5.7%
6-month growth
-21.0%
—
+18.4%
+13.6%
Global rank web
#330,039
—
#1,410
#43,856
Avg. last 3 months
90.4K
—
28.8M
960K
Bounce rate lower is better
42%
—
42%
37%
Pages / visit
3.3
—
6.3
6.6
Visit duration
1m 53s
—
5m 01s
5m 31s
Traffic sources
● Direct 81% · ● Referral 15%
—
● Direct 81% · ● Referral 18%
● Direct 94% · ● Referral 5%
AnyscaleLambdaHugging FaceModal
07.8M15.6M23.4M31.2MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KHugging 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 · 31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K10K100K1M10M100MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KHugging 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 · 31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
—
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$9per month · free tier available
$250per month · free tier available
Free tier
–
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Free trial
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–
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API access
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Plans
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
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
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
DataCode
DataCode
AudioVideoTextImages
Code
Output
Data
Apps
VideoTextImagesAudio3D
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
3
6
6
GPU infrastructure
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Developer tools
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Development
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Model training
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APIs
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Large language models
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Models
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–
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Cloud computing
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–
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Inference
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–
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LLM development
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LLM training
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 0
Saves
0
0
1
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.