Baseten
Serve open source and custom AI models with autoscaling cold start optimizations and usage based pricing that includes free credits so teams can prototype and scale production inference fast.
Pricing Free credits, usage based pricing
Category specialized
Difficulty Beginner
Type Web App
Status Active
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
Feature Tags Comparison
Only in Baseten
servingautoscalinggpuusagemodel-apis
Shared
inference
Only in Clarifai
platformvisionnlpmultimodaltraining
Key Features
Baseten
- • Pre optimized model APIs for rapid evaluation
- • Bring your own weights with versioned deployments and rollback
- • Autoscaling with fast cold starts
- • Metrics logs and traces to monitor throughput errors and costs
- • Background workers and batch jobs
- • Webhooks and REST endpoints
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
Use Cases
Baseten
- → Stand up a chat backend for prototypes then scale
- → Serve fine tuned models behind a stable API
- → Batch process documents or images using workers
- → Replace brittle scripts with autoscaled endpoints
- → Evaluate multiple open models quickly
- → Track token use latency and error spikes
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
Perfect For
Baseten
Backend engineers, ML engineers, product teams, and startups that need fast secure model serving with metrics governance and usage pricing that grows from prototype to production
Clarifai
ML platform teams product engineers and compliance-minded enterprises that need a governed AI stack from training to scalable inference
Capabilities
Baseten
Model APIs Professional
Metrics and Traces Professional
Workers and Batches Intermediate
Governance Enterprise
Clarifai
Serverless Inference Professional
Label and Fine-Tune Professional
RBAC and Audit Enterprise
Workflows and Mesh Professional
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