Beam vs Lambda vs Muapi vs Code Wiki

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
Muapi
Competitor 3
Code Wiki
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.
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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318.3Kvisits/mo
152.5Kvisits/mo
MoM change
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▼ 17.8%
6-month growth
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-70.8%
Global rank web
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#251,881
Avg. last 3 months
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318.3K
225.3K
Bounce rate lower is better
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41%
Pages / visit
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3.0
Visit duration
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55s
Traffic sources
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● Direct 76% · ● Referral 24%
BeamLambdaMuapiCode Wiki
0206.5K413K619.5K826KMuapi · 318.3KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5K100K1MMuapi · 318.3KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Free
Starting price
$89per month · free tier available
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$10per month
Free
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
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
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Capabilities input → output
Input
Code
CodeData
ImagesText
Code
Output
Apps
Apps
AudioImagesVideo
ImagesText
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
2
6
7
GPU infrastructure
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Developer tools
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APIs
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Cloud infrastructure
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Code documentation
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Codebase q a
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Architecture
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Code explanations
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Image generation
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Video generation
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3D models
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Code analysis
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Code summaries
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GitHub pull requests
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LLM development
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Music creation
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Virtual computing
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Community on aitoolstime
Rating
no ratings yet
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no ratings yet
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.