Baseten
Deploy and serve ML models in production with autoscaling and fast cold starts.
Pricing
Free tier
Usage-based
Adoption
→StableLicense
Proprietary
Data freshness
UnverifiedOverview
What is Baseten?
Baseten provides model deployment and serving infrastructure (Truss, model APIs) with autoscaling, fast cold starts, and dedicated deployments.
Key differentiator
“Production model serving with autoscaling and notably fast cold starts.”
Capability profile
Capability Radar
Honest assessment
Strengths & Weaknesses
↑ Strengths
Autoscaling, monitoring, and fast cold starts
Deploy custom models cleanly
Predictable performance for production
↓ Weaknesses
Sustained GPU use is costly
Geared to teams deploying custom models
Fit analysis
Who is it for?
✓ Best for
Serving custom ML models in production
Autoscaling and reliability
Teams needing dedicated inference
Predictable performance
Cost structure
Pricing
Free Tier
Available
Free trial credits
Starts at
Usage-based (compute)
Model
Usage-based
Enterprise
Available
Performance benchmarks
How Fast Is It?
Ecosystem
Relationships
Alternatives
Next step
Get Started with Baseten
Step-by-step setup guide with code examples and common gotchas.