Deploy and scale ML models with fast cold starts and dedicated GPUs
Visit WebsiteThe Bottom Line
Entry price
Free plan available, paid tiers above
Biggest pro
Easy model deployment
Biggest con
Expensive at scale
TL;DR - Baseten
- ML model deployment
- Simplified infrastructure
- Team scaling
What is Baseten?
Available on: Web
Pros & Cons
Pros
- Easy model deployment
- Auto-scaling
- Good for inference
- Model marketplace
- Quick setup
Cons
- Expensive at scale
- Limited customization
- Vendor lock-in
- Support varies
- Smaller community
Ratings Across the Web
Baseten holds an aggregate rating of 4.3 out of 5 from 10 reviews across Capterra, last checked May 29, 2026.
Ratings aggregated from independent review platforms. Learn more
Key Features
Pricing Plans
Pricing checked Aug 18, 2026
Basic
Free
- Pay as you go
- Dedicated deployments
- Model APIs
- Fast cold starts
- SOC 2 Type II
- HIPAA compliant
- Email and chat support
Pro
null
- Volume discounts
- Priority GPU access
- Dedicated compute
- Higher API rate limits
- Engineering expertise
- Slack and Zoom support
Enterprise
null
- Custom SLAs
- Training included
- Self-host deployments
- On-demand flex compute
- Use existing cloud commitments
- Data residency control
- Custom global regions
Is Baseten worth the price?
Baseten's freemium model with a generous Basic tier offering dedicated deployments and fast cold starts for $0 is highly competitive and fair.
The Pro and Enterprise tiers lack transparent pricing, which can be a red flag, but the 'pay as you go' GPU pricing is clear. This pricing structure is best for startups and individual developers looking for a low-cost entry into ML model deployment.
Hidden Costs & Gotchas
Pro/Enterprise tier pricing is opaque, requiring contact.
GPU usage costs can accumulate quickly.
Higher API rate limits likely incur additional charges.
Custom SLAs imply higher Enterprise costs.
On-demand flex compute likely has premium pricing.
How Baseten Compares to Competitors
Compared to platforms like Replicate, which charges per second for GPU usage (e.g., A100 at $0.0003/second or $0.018/minute), Baseten's GPU pricing of T4: $0.01/min to B200: $0.17/min is competitive, especially for lower-end GPUs. However, without transparent Pro/Enterprise pricing, it's hard to compare advanced features against competitors like AWS SageMaker or Google AI Platform, which offer detailed pay-as-you-go pricing for managed services.
Reviews
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Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.
Explore More
Baseten FAQ
How does Baseten facilitate the deployment of machine learning models?
Which teams would benefit most from using Baseten?
Does Baseten include a free tier for users to get started?
What kind of trade-offs should users consider when choosing Baseten?
How does Baseten compare to AWS SageMaker for model deployment?
Can Baseten help with scaling machine learning models for inference?
Source: baseten.co