Lambda vs WaveSpeedAI vs Developer Toolkit vs Modal

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
Developer Toolkit
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 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.
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Competitor Developer Toolkit
developertoolkit.ai
Some features sit in COMING SOON—printable cheat-sheets and team analytics aren't ready yet
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1.9Mvisits/mo
9.7Kvisits/mo
972.8Kvisits/mo
MoM change
—
▼ 3.0%
▲ 46.3%
▲ 5.7%
6-month growth
—
-8.5%
+253.1%
+13.6%
Global rank web
—
#25,205
#2,468,968
#43,856
Avg. last 3 months
—
1.9M
6.8K
960K
Bounce rate lower is better
—
38%
39%
37%
Pages / visit
—
5.3
1.4
6.6
Visit duration
—
5m 10s
1s
5m 31s
Traffic sources
—
● Direct 89% · ● Referral 10%
—
● Direct 94% · ● Referral 5%
LambdaWaveSpeedAIDeveloper ToolkitModal
0556.8K1.1M1.7M2.2MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1001K10K100K1M10MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MDeveloper Toolkit · 3.1KDeveloper Toolkit · 3.2KDeveloper Toolkit · 913Developer Toolkit · 2.7KDeveloper Toolkit · 4KDeveloper Toolkit · 3.9KDeveloper Toolkit · 4KDeveloper Toolkit · 6.6KDeveloper Toolkit · 9.7KModal · 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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Free tier
$19.99per month
$250per month · free tier available
Free tier
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Free trial
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API access
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–
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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
Solo Developer $19.99/moTeam $199.99/moEnterprise Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
ImagesTextVideo
Text
Code
Output
Apps
3DAudioImagesTextVideo
Text
Apps
Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeImage GenerationVideo CreationAI API+3 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
4
3
6
GPU infrastructure
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APIs
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Developer tools
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Development guide
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–
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Image generation
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–
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Tutorials
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Video generation
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–
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Development guidance
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–
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Image to video
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–
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Inference
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–
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Development
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–
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Model training
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–
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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.