Lambda vs Muapi vs CometAPI vs Beam

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

Your tool
Lambda
vs
Competitor 1
Muapi
Competitor 2
CometAPI
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.
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 CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
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
Traffic estimated monthly website traffic
Monthly visits
—
318.3Kvisits/mo
302.3Kvisits/mo
—
MoM change
—
—
▲ 9.9%
—
6-month growth
—
—
-16.5%
—
Global rank web
—
—
#157,147
—
Avg. last 3 months
—
318.3K
295.7K
—
Bounce rate lower is better
—
—
46%
—
Pages / visit
—
—
2.9
—
Visit duration
—
—
38s
—
Traffic sources
—
—
● Direct 69% · ● Referral 30%
—
LambdaMuapiCometAPIBeam
0208.6K417.2K625.8K834.4KMuapi · 318.3KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3K100K1MMuapi · 318.3KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Paid
Freemium
Freemium
Starting price
—
$10per month
$4per month · free tier available
$89per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
ImagesText
ImagesText
Code
Output
Apps
AudioImagesVideo
ImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
2
6
6
4
Developer tools
APIs
–
–
GPU infrastructure
–
–
Image generation
–
–
Video generation
–
–
Cloud infrastructure
–
–
–
LLM gateway
–
–
–
API integrations
–
–
–
3D models
–
–
–
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.