Beam vs Lambda vs Format Magic vs Modal

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

Your tool
Beam
vs
Competitor 1
Lambda
Competitor 2
Format Magic
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Competitor Format Magic
formatmagic.ai
Format Magic is an Artificial Intelligence (AI) powered tool designed to transform plain text inputs into professionally formatted documents swiftly and effortlessly. This tool provides users with a s
Competitor Modal
modal.com
Run AI code without infrastructure
Traffic estimated monthly website traffic
Monthly visits
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68.8Kvisits/mo
972.8Kvisits/mo
MoM change
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▼ 25.0%
▲ 5.7%
6-month growth
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-41.1%
+13.6%
Global rank web
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#468,978
#43,856
Avg. last 3 months
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86.3K
960K
Bounce rate lower is better
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47%
37%
Pages / visit
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1.6
6.6
Visit duration
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26s
5m 31s
Traffic sources
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● Direct 84% · ● Referral 15%
● Direct 94% · ● Referral 5%
BeamLambdaFormat MagicModal
0291.9K583.7K875.6K1.2MFormat Magic · 67.2KFormat Magic · 116.9KFormat Magic · 144.2KFormat Magic · 132KFormat Magic · 116.8KFormat Magic · 130.2KFormat Magic · 133KFormat Magic · 98.3KFormat Magic · 91.7KFormat Magic · 68.8KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K10K100K1M10MFormat Magic · 67.2KFormat Magic · 116.9KFormat Magic · 144.2KFormat Magic · 132KFormat Magic · 116.8KFormat Magic · 130.2KFormat Magic · 133KFormat Magic · 98.3KFormat Magic · 91.7KFormat Magic · 68.8KModal · 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
$89per month · free tier available
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$9.95per month · free tier available
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
Developer FreeTeam $89/moGrowth Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeBasic $9.95/moPro $14.95/moPremium $19.95/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Code
CodeData
DocumentsText
Code
Output
Apps
Apps
Documents
Apps
Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
3
5
6
GPU infrastructure
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Developer tools
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APIs
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Cloud infrastructure
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Document formatting
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Cloud computing
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Document transformation
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Inference
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Templates
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Business document refinement
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Development
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Document creation
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Model training
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Performance optimization
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Virtual computing
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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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Saves
0
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0
Reviews
0
0
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0
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.