Baseten vs Muapi vs Lambda vs Modal

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

Your tool
Baseten
vs
Competitor 1
Muapi
Competitor 2
Lambda
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
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 Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
318.3Kvisits/mo
—
972.8Kvisits/mo
MoM change
▲ 21.3%
—
—
▲ 5.7%
6-month growth
+73.3%
—
—
+13.6%
Global rank web
#113,597
—
—
#43,856
Avg. last 3 months
304.6K
318.3K
—
960K
Bounce rate lower is better
39%
—
—
37%
Pages / visit
4.1
—
—
6.6
Visit duration
1m 53s
—
—
5m 31s
Traffic sources
● Direct 89% · ● Referral 9%
—
—
● Direct 94% · ● Referral 5%
BasetenMuapiLambdaModal
0291.9K583.7K875.6K1.2MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KMuapi · 318.3KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KMuapi · 318.3KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Freemium
Starting price
Free tier
$10per month
—
$250per month · free tier available
Free tier
–
–
Free trial
–
–
–
–
API access
–
Plans
Basic CustomPro CustomEnterprise 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
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
AudioText
ImagesText
CodeData
Code
Output
AudioImagesText
AudioImagesVideo
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
3
6
Developer tools
APIs
–
GPU infrastructure
–
–
Inference
–
–
Development
–
–
Image generation
–
–
–
Models
–
–
–
Video generation
–
–
–
Web service deployment
–
–
–
3D models
–
–
–
Model training
–
–
–
Music creation
–
–
–
Performance optimization
–
–
–
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.