Lambda vs Anyscale vs OpenAI API vs Modal

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

Your tool
Lambda
vs
Competitor 1
Anyscale
Competitor 2
OpenAI API
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 Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor OpenAI API
platform.openai.com
The API powering the AI ecosystem
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
15.2Mvisits/mo
972.8Kvisits/mo
MoM change
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▼ 25.4%
▲ 4.6%
▲ 5.7%
6-month growth
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-21.0%
-2.4%
+13.6%
Global rank web
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#330,039
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#43,856
Avg. last 3 months
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90.4K
15.2M
960K
Bounce rate lower is better
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42%
34%
37%
Pages / visit
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3.3
5.4
6.6
Visit duration
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1m 53s
3m 56s
5m 31s
Traffic sources
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● Direct 81% · ● Referral 15%
● Direct 82% · ● Referral 15%
● Direct 94% · ● Referral 5%
LambdaAnyscaleOpenAI APIModal
04.7M9.4M14.1M18.7MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KOpenAI API · 18.7MOpenAI API · 16.7MOpenAI API · 16.5MOpenAI API · 15.6MOpenAI API · 15.9MOpenAI API · 15.1MOpenAI API · 15.7MOpenAI API · 14.6MOpenAI API · 15.2MModal · 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 · 79.1KOpenAI API · 18.7MOpenAI API · 16.7MOpenAI API · 16.5MOpenAI API · 15.6MOpenAI API · 15.9MOpenAI API · 15.1MOpenAI API · 15.7MOpenAI API · 14.6MOpenAI API · 15.2MModal · 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
Paid
Freemium
Starting price
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$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
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
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Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeData
DocumentsTextImagesAudio
Code
Output
Apps
Data
VideoTextImagesCodeAudio
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APILarge Language Models (LLMs)
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
5
6
6
GPU infrastructure
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Developer tools
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APIs
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Model training
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LLM development
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Development
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Cloud computing
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Inference
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Large language models
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API integrations
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Chatbot building
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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
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▲ 1
▲ 0
Saves
0
0
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0
Reviews
0
0
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0
Prompts
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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.