Lambda vs Replicate vs Codeaid vs Beam

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

Your tool
Lambda
vs
Competitor 1
Replicate
Competitor 2
Codeaid
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.
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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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
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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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Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
3.3Kvisits/mo
—
MoM change
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▼ 3.1%
▲ 23.7%
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6-month growth
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-30.2%
+3.4%
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Global rank web
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#39,584
#6,050,844
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Avg. last 3 months
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1.1M
3.2K
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Bounce rate lower is better
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35%
36%
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Pages / visit
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5.6
2.0
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Visit duration
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5m 09s
20s
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Traffic sources
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● Direct 92% · ● Referral 6%
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LambdaReplicateCodeaidBeam
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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—
$129per month
$89per month · free tier available
Free tier
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Free trial
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–
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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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Team $129/moEnterprise Custom
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
ImagesText
Code
Code
Output
Apps
AudioImagesTextVideo
Data
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Business & MarketingAI Recruiting
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
9
6
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
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.