Lambda vs WaveSpeedAI vs Codeaid vs Muapi

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

Your tool
Lambda
vs
Competitor 1
WaveSpeedAI
Competitor 2
Codeaid
Competitor 3
Muapi
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.
Competitor WaveSpeedAI
wavespeed.ai
WaveSpeedAI is a media generation platform that puts more than 1,000 image, video, audio, 3D and language models behind one API key.
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
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
Traffic estimated monthly website traffic
Monthly visits
—
1.9Mvisits/mo
3.3Kvisits/mo
318.3Kvisits/mo
MoM change
—
▼ 3.0%
▲ 23.7%
—
6-month growth
—
-8.5%
+3.4%
—
Global rank web
—
#25,205
#6,050,844
—
Avg. last 3 months
—
1.9M
3.2K
318.3K
Bounce rate lower is better
—
38%
36%
—
Pages / visit
—
5.3
2.0
—
Visit duration
—
5m 10s
20s
—
Traffic sources
—
● Direct 89% · ● Referral 10%
—
—
LambdaWaveSpeedAICodeaidMuapi
0556.8K1.1M1.7M2.2MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KMuapi · 318.3K1K10K100K1M10MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Paid
Starting price
—
Free tier
$129per month
$10per month
Free tier
–
–
–
Free trial
–
–
API access
–
–
Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreePay-as-you-go $0.00/usage-based
Team $129/moEnterprise Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
DataCode
ImagesVideoText
Code
TextImages
Output
Apps
VideoTextImagesAudio3D
Data
VideoImagesAudio
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
4
9
6
APIs
–
–
Image generation
–
–
Video generation
–
–
Developer tools
–
–
Coding assessments
–
–
–
GPU infrastructure
–
–
–
Recruiting
–
–
–
Candidate screening
–
–
–
Coding interviews
–
–
–
Developer recruitment
–
–
–
Engineering interviews
–
–
–
Image to video
–
–
–
Interviewing
–
–
–
Technical recruitment
–
–
–
3D models
–
–
–
Code analysis
–
–
–
Model training
–
–
–
Music creation
–
–
–
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.