Beam vs Lambda vs Codespell vs Medjed AI

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
Codespell
Competitor 3
Medjed AI
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.
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Competitor Codespell
codespell.ai
CodeSpell, recently rebranded as SoftSpell, operates as an IDE-integrated coding assistant that generates code and documentation through a combination of inline suggestions and chat-based interactions
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Competitor Medjed AI
medjed.ai
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Traffic estimated monthly website traffic
Monthly visits
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MoM change
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▼ 53.3%
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6-month growth
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Global rank web
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#9,819,950
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Avg. last 3 months
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1.6K
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Bounce rate lower is better
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0%
0%
Pages / visit
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Visit duration
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Traffic sources
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BeamLambdaCodespellMedjed AI
01.1K2.3K3.4K4.6KCodespell · 4.6KCodespell · 3.9KCodespell · 3.2KCodespell · 1.5K1K10KCodespell · 4.6KCodespell · 3.9KCodespell · 3.2KCodespell · 1.5KJan '26FebMarApr
Pricing
Model
Freemium
Paid
Free Trial
Paid
Starting price
$89per month · free tier available
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$12per month
$2.39per 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
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter $12/moGrowth $20/moEnterprise Custom
H100 PCIe 80GB $2.39H100 NVL 94GB $2.79H100 SXM 80GB $2.69H200 141GB $3.79+1 more
Capabilities input → output
Input
Code
CodeData
CodeText
CodeData
Output
Apps
Apps
CodeDocuments
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Coding AssistantAI Testing
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
3
9
4
GPU infrastructure
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Developer tools
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Cloud computing
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Cloud infrastructure
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Coding
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Modernization
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APIs
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Code autocompletion
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Code documentation
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Development
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Model training
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Test automation
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Test cases
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Test creation
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Testing
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Virtual computing
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Community on aitoolstime
Rating
no ratings yet
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no ratings yet
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.