Lambda vs Modal vs Anyscale vs Google Colab

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

Your tool
Lambda
vs
Competitor 1
Modal
Competitor 2
Anyscale
Competitor 3
Google Colab
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 Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor Google Colab
colab.research.google.com
A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes
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Traffic estimated monthly website traffic
Monthly visits
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972.8Kvisits/mo
79.1Kvisits/mo
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MoM change
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▲ 5.7%
▼ 25.4%
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6-month growth
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+13.6%
-21.0%
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Global rank web
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#43,856
#330,039
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Avg. last 3 months
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960K
90.4K
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Bounce rate lower is better
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37%
42%
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Pages / visit
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6.6
3.3
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Visit duration
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5m 31s
1m 53s
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Traffic sources
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● Direct 94% · ● Referral 5%
● Direct 81% · ● Referral 15%
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LambdaModalAnyscaleGoogle Colab
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Free
Starting price
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$250per month · free tier available
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Free
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
Starter FreeTeam $250/moEnterprise Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Free FreeProFree Pro Plan for US College Students Free
Capabilities input → output
Input
CodeData
Code
CodeData
CodeData
Output
Apps
Apps
Data
CodeData
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
6
5
8
GPU infrastructure
Model training
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Developer tools
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Development
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Jupyter notebooks
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Cloud computing
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Coding
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Data science
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Inference
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APIs
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Collaborative research
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Data analysis
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LLM development
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
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Saves
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Reviews
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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.