Lambda vs Kilo Code vs Zed vs Beam

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

Your tool
Lambda
vs
Competitor 1
Kilo Code
Competitor 2
Zed
Competitor 3
Beam
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.
Remove
Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Make main Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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1.9Kvisits/mo
1.2Mvisits/mo
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MoM change
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▼ 42.3%
▼ 18.1%
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6-month growth
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-94.4%
+26.6%
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Global rank web
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#4,668,091
#47,672
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Avg. last 3 months
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10.5K
1.5M
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Bounce rate lower is better
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34%
42%
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Pages / visit
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2.4
2.8
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Visit duration
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19s
1m 56s
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Traffic sources
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● Direct 80% · ● Referral 18%
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LambdaKilo CodeZedBeam
0462K923.9K1.4M1.8MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2M1K10K100K1M10MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$20per month · free tier available
Free tier
$89per 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
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Personal FreePro $10/moBusiness $30/mo
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
CodeText
CodeText
Code
Output
Apps
Code
Code
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
5
5
6
Coding
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GPU infrastructure
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Development
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Developer tools
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Cloud infrastructure
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Code autocompletion
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Cloud computing
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Coding in VS Code
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Debugging
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APIs
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Code analysis
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Git commands
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Model training
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Virtual computing
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Vs code
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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
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.