Beam vs Codeaid vs Replicate vs Lambda

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

Your tool
Beam
vs
Competitor 1
Codeaid
Competitor 2
Replicate
Competitor 3
Lambda
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 Codeaid
codeaid.io
Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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3.3Kvisits/mo
1Mvisits/mo
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MoM change
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▲ 23.7%
▼ 3.1%
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6-month growth
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+3.4%
-30.2%
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Global rank web
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#6,050,844
#39,584
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Avg. last 3 months
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3.2K
1.1M
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Bounce rate lower is better
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36%
35%
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Pages / visit
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2.0
5.6
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Visit duration
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20s
5m 09s
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Traffic sources
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● Direct 92% · ● Referral 6%
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BeamCodeaidReplicateLambda
0415.2K830.4K1.2M1.7MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1K10K100K1M10MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
$89per month · free tier available
$129per month
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Free tier
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Free trial
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API access
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Plans
Developer FreeTeam $89/moGrowth Custom
Team $129/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
Code
Code
ImagesText
CodeData
Output
Apps
Data
AudioImagesTextVideo
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
9
9
3
Developer tools
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GPU infrastructure
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APIs
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Cloud infrastructure
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Coding assessments
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Recruiting
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API integrations
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Candidate screening
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Cloud computing
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Coding interviews
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Developer recruitment
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Engineering interviews
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Inference
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Interviewing
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Models
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Technical recruitment
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Code analysis
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Development
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Image generation
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LLM development
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Model training
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Video generation
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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
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.