Codeaid vs Muapi vs Lambda vs Beam

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

Your tool
Codeaid
vs
Competitor 1
Muapi
Competitor 2
Lambda
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool 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 Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
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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.
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Traffic estimated monthly website traffic
Monthly visits
3.3Kvisits/mo
318.3Kvisits/mo
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MoM change
▲ 23.7%
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6-month growth
+3.4%
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Global rank web
#6,050,844
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Avg. last 3 months
3.2K
318.3K
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Bounce rate lower is better
36%
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Pages / visit
2.0
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Visit duration
20s
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Traffic sources
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CodeaidMuapiLambdaBeam
079.6K159.2K238.7K318.3KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KMuapi · 318.3K1K10K100K1MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KMuapi · 318.3KJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Freemium
Starting price
$129per month
$10per month
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$89per month · free tier available
Free tier
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Free trial
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API access
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Plans
Team $129/moEnterprise Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
ImagesText
CodeData
Code
Output
Data
AudioImagesVideo
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Business & MarketingAI Recruiting
Development & CodeAI API
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
3
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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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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Image generation
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Interviewing
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Technical recruitment
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Video generation
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3D models
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Code analysis
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Model training
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Music creation
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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
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Saves
0
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Reviews
0
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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.