Clarifai
End-to-end AI platform for vision, language, and multimodal apps. Offers serverless inference, training, and model hosting with token-based pricing and enterprise governance.
Pricing Free / Starts $1 per month
Category specialized
Difficulty Beginner
Type Web App
Status Active
Endlesss
Collaborative loop based music studio to sketch beats, layer riffs and jam online with optional subscription extras.
Pricing Free / $4.49 per month
Category specialized
Difficulty Beginner
Type Web App
Status Active
Feature Tags Comparison
Only in Clarifai
platformvisionnlpmultimodalinferencetraining
Shared
None
Only in Endlesss
musicloopscollaborationioscreation
Key Features
Clarifai
- • Serverless and dedicated inference with popular OSS and closed models
- • Token-based pricing with monthly credits per plan
- • Training tools data pipelines and labeling workflows
- • Deploy custom models or choose from the model marketplace
- • Model Mesh and APIs for scalable low-latency serving
- • Enterprise governance with RBAC audit logs and VPC
Endlesss
- • Real time and async jam sessions with friends
- • One tap loop capture with built in drums and synths
- • Effects chains tuned for quick sound shaping
- • Shared jams and community discovery feed
- • Sound pack library with new styles and kits
- • Mobile first workflow with desktop options
Use Cases
Clarifai
- → Moderate content across UGC images video and text safely
- → Build document intelligence pipelines for forms and IDs
- → Create visual search for e-commerce and DAM systems
- → Run multimodal RAG with embeddings and guardrails
- → Deploy private endpoints for regulated workloads
- → Prototype quickly with serverless inference then scale
Endlesss
- → Sketch hooks and beats for later production
- → Host remote jam sessions with collaborators
- → Create social ready clips from live riffs
- → Collect fan contributions during community challenges
- → Build sample ideas on commutes and refine later
- → Export stems for mixing and mastering in a DAW
Perfect For
Clarifai
ML platform teams product engineers and compliance-minded enterprises that need a governed AI stack from training to scalable inference
Endlesss
producers beatmakers electronic musicians music educators and communities that want fast collaborative loop sketching on mobile and desktop
Capabilities
Clarifai
Serverless Inference Professional
Label and Fine-Tune Professional
RBAC and Audit Enterprise
Workflows and Mesh Professional
Endlesss
Loop based sketching Basic
Live or async jams Intermediate
Packs and effects Basic
Export to DAW Basic
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