Lambda vs Qodo (Formerly Codium) vs Beam vs Google Colab

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

Your tool
Lambda
vs
Competitor 1
Qodo (Formerly Codium)
Competitor 2
Beam
Competitor 3
Google Colab
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.
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Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
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.
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Competitor Google Colab
colab.research.google.com
A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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276.5Kvisits/mo
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MoM change
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▲ 9.3%
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6-month growth
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-29.0%
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Global rank web
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#170,528
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Avg. last 3 months
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268.7K
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Bounce rate lower is better
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41%
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Pages / visit
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2.4
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Visit duration
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49s
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Traffic sources
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● Direct 85% · ● Referral 11%
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LambdaQodo (Formerly Codium)BeamGoogle Colab
0154K307.9K461.9K615.8KQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5K100K1MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Paid
Freemium
Freemium
Free
Starting price
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$30per month
$89per month · free tier available
Free
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
Free Trial CustomPro Team $30/moEnterprise Custom
Developer FreeTeam $89/moGrowth Custom
Free FreeProFree Pro Plan for US College Students Free
Capabilities input → output
Input
CodeData
Code
Code
CodeData
Output
Apps
CodeText
Apps
CodeData
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Development & CodeAI APIAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
10
6
8
GPU infrastructure
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Developer tools
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Coding
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Model training
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Cloud infrastructure
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Code reviews
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Jupyter notebooks
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Testing
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Cloud computing
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Code quality
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Code testing
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Data science
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GitHub pull requests
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Test cases
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Test creation
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Unit tests
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APIs
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Code analysis
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Collaborative research
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Data analysis
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Virtual computing
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Community on aitoolstime
Rating
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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.