Beam vs Muapi vs Lambda vs Codeaid

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

Your tool
Beam
vs
Competitor 1
Muapi
Competitor 2
Lambda
Competitor 3
Codeaid
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.
Remove
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
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
318.3Kvisits/mo
—
3.3Kvisits/mo
MoM change
—
—
—
▲ 23.7%
6-month growth
—
—
—
+3.4%
Global rank web
—
—
—
#6,050,844
Avg. last 3 months
—
318.3K
—
3.2K
Bounce rate lower is better
—
—
—
36%
Pages / visit
—
—
—
2.0
Visit duration
—
—
—
20s
Traffic sources
—
—
—
—
BeamMuapiLambdaCodeaid
079.6K159.2K238.7K318.3KMuapi · 318.3KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10K100K1MMuapi · 318.3KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Freemium
Starting price
$89per month · free tier available
$10per month
—
$129per month
Free tier
–
–
–
Free trial
–
–
–
API access
–
Plans
Developer FreeTeam $89/moGrowth 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
Team $129/moEnterprise Custom
Capabilities input → output
Input
Code
ImagesText
CodeData
Code
Output
Apps
AudioImagesVideo
Apps
Data
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
6
3
9
Developer tools
–
GPU infrastructure
–
–
APIs
–
–
Cloud infrastructure
–
–
–
Coding assessments
–
–
–
Recruiting
–
–
–
Candidate screening
–
–
–
Cloud computing
–
–
–
Coding interviews
–
–
–
Developer recruitment
–
–
–
Engineering interviews
–
–
–
Image generation
–
–
–
Interviewing
–
–
–
Technical recruitment
–
–
–
Video generation
–
–
–
3D models
–
–
–
Code analysis
–
–
–
Model training
–
–
–
Music creation
–
–
–
Virtual computing
–
–
–
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
–
–
–
–

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.