Replicate vs Lambda vs Beam vs Codeaid

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

Your tool
Replicate
vs
Competitor 1
Lambda
Competitor 2
Beam
Competitor 3
Codeaid
Compare
4 tools · best value per row highlighted
Your tool 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.
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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.
Make main Remove
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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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
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3.3Kvisits/mo
MoM change
▼ 3.1%
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▲ 23.7%
6-month growth
-30.2%
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+3.4%
Global rank web
#39,584
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#6,050,844
Avg. last 3 months
1.1M
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3.2K
Bounce rate lower is better
35%
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36%
Pages / visit
5.6
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2.0
Visit duration
5m 09s
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20s
Traffic sources
● Direct 92% · ● Referral 6%
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ReplicateLambdaBeamCodeaid
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
Freemium
Paid
Freemium
Freemium
Starting price
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$89per month · free tier available
$129per month
Free tier
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Free trial
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API access
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Plans
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
Developer FreeTeam $89/moGrowth Custom
Team $129/moEnterprise Custom
Capabilities input → output
Input
ImagesText
CodeData
Code
Code
Output
AudioImagesTextVideo
Apps
Apps
Data
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Business & MarketingAI Recruiting
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
6
9
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
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Saves
0
0
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0
Reviews
0
0
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0
Prompts
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.