Beam vs Code Wiki vs Lambda vs StartKit

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

Your tool
Beam
vs
Competitor 1
Code Wiki
Competitor 2
Lambda
Competitor 3
StartKit
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.
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
—
1.3Kvisits/mo
MoM change
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▼ 17.8%
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▲ 79.8%
6-month growth
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-70.8%
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-36.9%
Global rank web
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#251,881
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Avg. last 3 months
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225.3K
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756
Bounce rate lower is better
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41%
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38%
Pages / visit
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3.0
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1.0
Visit duration
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55s
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Traffic sources
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● Direct 76% · ● Referral 24%
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BeamCode WikiLambdaStartKit
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3K1001K10K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$89per month · free tier available
Free
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$149per month
Free tier
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Free trial
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API access
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Plans
Developer FreeTeam $89/moGrowth Custom
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On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter $149Growth $249Concierge $0
Capabilities input → output
Input
Code
Code
CodeData
Text
Output
Apps
ImagesText
Apps
Code
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
3
8
Developer tools
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GPU infrastructure
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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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Backend development
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Cloud computing
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Code explanations
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APIs
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Code analysis
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Code summaries
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Coding
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Development
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Frontend development
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GitHub pull requests
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LLM development
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Model training
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Payments
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SaaS product launches
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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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Reviews
0
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Prompts
0
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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.