Replicate vs Beam vs Codeaid vs Lambda
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Replicate
vs
Replicate
Competitor 1
Beam
Beam
Competitor 2
Codeaid
Codeaid
Competitor 3
Lambda
LambdaCompare
4 tools · best value per row highlighted
Competitor
Beam
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.
Competitor
Codeaid
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
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
3.3Kvisits/mo
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MoM change
▼ 3.1%
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▲ 23.7%
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6-month growth
-30.2%
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+3.4%
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Global rank web
#39,584
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#6,050,844
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Avg. last 3 months
1.1M
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3.2K
—
Bounce rate lower is better
35%
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36%
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Pages / visit
5.6
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2.0
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Visit duration
5m 09s
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20s
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Traffic sources
● Direct 92% · ● Referral 6%
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ReplicateBeamCodeaidLambda
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
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$89per month · free tier available
$129per month
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Free tier
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Free trial
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–
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API access
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Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Developer FreeTeam $89/moGrowth Custom
Team $129/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
ImagesText
Code
Code
CodeData
Output
AudioImagesTextVideo
Apps
Data
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
9
6
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
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.