Lambda vs Beam vs Code Wiki vs Cursor

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

Your tool
Lambda
vs
Competitor 1
Beam
Competitor 2
Code Wiki
Competitor 3
Cursor
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.
Competitor 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 Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
Traffic estimated monthly website traffic
Monthly visits
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152.5Kvisits/mo
4.5Mvisits/mo
MoM change
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▼ 17.8%
▲ 7.8%
6-month growth
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-70.8%
-1.8%
Global rank web
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#251,881
#15,584
Avg. last 3 months
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225.3K
4.4M
Bounce rate lower is better
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41%
57%
Pages / visit
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3.0
2.4
Visit duration
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55s
1m 36s
Traffic sources
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● Direct 76% · ● Referral 24%
● Referral 80% · ● Mail 13%
LambdaBeamCode WikiCursor
01.2M2.3M3.5M4.6MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5M100K1M10MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Free
Freemium
Starting price
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$89per month · free tier available
Free
$20per 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
Developer FreeTeam $89/moGrowth Custom
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Plan $20.0 $20/moEnterprise $0/mo
Capabilities input → output
Input
CodeData
Code
Code
CodeText
Output
Apps
Apps
ImagesText
Code
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
4
7
7
GPU infrastructure
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Code documentation
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Cloud infrastructure
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Codebase q a
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Coding
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Architecture
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Code explanations
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Code reviews
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Debugging
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Development
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Refactoring
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Code analysis
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Code summaries
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Developer tools
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GitHub pull requests
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LLM development
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Terminal commands management
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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
▲ 0
▲ 0
▲ 1
Saves
0
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0
0
Reviews
0
0
0
0
Prompts
0
0
0
3
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.