Lambda vs CodeViz vs CoreWeave vs Modal

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

Your tool
Lambda
vs
Competitor 1
CodeViz
Competitor 2
CoreWeave
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 CodeViz
codeviz.ai
The free tier caps you at five diagrams monthly and one repository
Make main Remove
Competitor CoreWeave
coreweave.com
CoreWeave is a cloud built specifically for AI workloads, offering GPU and CPU compute, storage, networking, managed services and bare metal servers on NVIDIA hardware.
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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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3.4Kvisits/mo
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972.8Kvisits/mo
MoM change
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▼ 44.8%
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▲ 5.7%
6-month growth
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+35.5%
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+13.6%
Global rank web
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#4,939,424
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#43,856
Avg. last 3 months
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4.1K
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960K
Bounce rate lower is better
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35%
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37%
Pages / visit
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1.8
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6.6
Visit duration
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16s
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5m 31s
Traffic sources
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—
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● Direct 94% · ● Referral 5%
LambdaCodeVizCoreWeaveModal
0291.9K583.7K875.6K1.2MCodeViz · 4.2KCodeViz · 6.4KCodeViz · 2.7KCodeViz · 2.5KCodeViz · 6.3KCodeViz · 3.3KCodeViz · 2.5KCodeViz · 6.2KCodeViz · 3.4KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10MCodeViz · 4.2KCodeViz · 6.4KCodeViz · 2.7KCodeViz · 2.5KCodeViz · 6.3KCodeViz · 3.3KCodeViz · 2.5KCodeViz · 6.2KCodeViz · 3.4KModal · 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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$19per month · free tier available
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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 FreePro $19/moTeams $50/moCustom $0
On-Demand GPU (e.g. HGX H100 8x) $49.24Spot GPU CustomCPU instances CustomStorage & networking Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeText
CodeData
Code
Output
Apps
Images
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI Developer ToolsAI Diagram Generator
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
3
6
GPU infrastructure
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Developer tools
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Architectural diagramming
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Code diagramming
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Code visualization
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Diagrams
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Cloud computing
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Cloud infrastructure
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Code documentation
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Diagram assistance
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Inference
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APIs
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Code reviews
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Development
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Model training
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Onboarding tutorials
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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
▲ 0
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Saves
0
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0
Reviews
0
0
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0
Prompts
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.