Lambda vs SiliconFlow vs Google Colab vs Modal

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

Your tool
Lambda
vs
Competitor 1
SiliconFlow
Competitor 2
Google Colab
Competitor 3
Modal
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 SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
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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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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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427.8Kvisits/mo
—
972.8Kvisits/mo
MoM change
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▼ 35.5%
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▲ 5.7%
6-month growth
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+5.4%
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+13.6%
Global rank web
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#65,186
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#43,856
Avg. last 3 months
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540.4K
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960K
Bounce rate lower is better
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40%
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37%
Pages / visit
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4.7
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6.6
Visit duration
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1m 43s
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5m 31s
Traffic sources
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● Direct 85% · ● Referral 14%
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● Direct 94% · ● Referral 5%
LambdaSiliconFlowGoogle ColabModal
0291.9K583.7K875.6K1.2MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Free
Freemium
Starting price
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Free tier
Free
$250per 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
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Free FreeProFree Pro Plan for US College Students Free
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeImagesText
CodeData
Code
Output
Apps
CodeImagesTextVideo
CodeData
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
3
6
8
6
GPU infrastructure
Developer tools
Inference
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APIs
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Model training
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Jupyter notebooks
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Coding
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Data science
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Models
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Collaborative research
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Data analysis
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Development
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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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Upvotes
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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.