Lambda vs PiAPI vs WaveSpeedAI vs Modal

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

Your tool
Lambda
vs
Competitor 1
PiAPI
Competitor 2
WaveSpeedAI
Competitor 3
Modal
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.
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Competitor PiAPI
piapi.ai
PiAPI is an API platform that gives developers one integration point for more than 50 generative AI models covering video, images, music and 3D.
Make main Remove
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.
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
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1.9Mvisits/mo
972.8Kvisits/mo
MoM change
—
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▼ 3.0%
▲ 5.7%
6-month growth
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-8.5%
+13.6%
Global rank web
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#25,205
#43,856
Avg. last 3 months
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1.9M
960K
Bounce rate lower is better
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38%
37%
Pages / visit
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5.3
6.6
Visit duration
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5m 10s
5m 31s
Traffic sources
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● Direct 89% · ● Referral 10%
● Direct 94% · ● Referral 5%
LambdaPiAPIWaveSpeedAIModal
0556.8K1.1M1.7M2.2MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$15per month · free tier available
Free tier
$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeCreator $15/moPro $60/moEnterprise $100/mo
Free FreePay-as-you-go $0.00/usage-based
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
DataCode
ImagesText
VideoTextImages
Code
Output
Apps
3DAudioImagesTextVideo
3DAudioImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Audio & MusicDevelopment & CodeImage GenerationVideo Creation+4 more
Development & CodeImage GenerationVideo CreationAI API+3 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
10
4
6
APIs
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Developer tools
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GPU infrastructure
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Image generation
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Video generation
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Image to video
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3D image generation
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3D models
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Inference
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Music
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Music creation
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Audio
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Development
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Model training
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Performance optimization
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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.