Baseten vs Modal: Which is Better in 2026?
Choosing between Baseten and Modal comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Baseten
Deploy and scale ML models with fast cold starts and dedicated GPUs
Best for you if:
- • You need gpu cloud features specifically
- • ML model deployment
- • Simplified infrastructure
Modal
High-performance AI infrastructure for developers to deploy, train, and scale ML workloads.
Best for you if:
- • You need cloud & infrastructure features specifically
- • Programmable AI infrastructure for inference, training, and batch processing.
- • Offers sub-second cold starts, instant autoscaling, and elastic GPU capacity.
| At a Glance |  Baseten |  Modal |
|---|---|---|
Starts at | FreeFree tier available | FreeFree tier available |
Best For | GPU Cloud | Cloud & Infrastructure |
Rating | 4.3/5 | 4.5/5 |
Choose Baseten or Modal?
Choose Baseten if
Deploy and scale ML models with fast cold starts and dedicated GPUs
- Easy model deployment
- Auto-scaling
- Good for inference
- Your work is gpu cloud-shaped, not cloud & infrastructure-shaped
Choose Modal if
High-performance AI infrastructure for developers to deploy, train, and scale ML workloads.
- Serverless Python
- GPU support
- Good DX
- Your work is cloud & infrastructure-shaped, not gpu cloud-shaped
| Feature | Baseten | Modal |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | ★4.3/5 10 reviews | ★4.5/5 1,540 reviews |
| Categories | GPU CloudAI Model Deployment | Cloud & InfrastructureGPU Cloud |
In-Depth Analysis
Baseten
Deploy and scale ML models with fast cold starts and dedicated GPUs
Strengths
- +Easy model deployment
- +Auto-scaling
- +Good for inference
- +Model marketplace
- +Quick setup
Weaknesses
- -Expensive at scale
- -Limited customization
- -Vendor lock-in
- -Support varies
- -Smaller community
Key features
Modal
High-performance AI infrastructure for developers to deploy, train, and scale ML workloads.
Strengths
- +Serverless Python
- +GPU support
- +Good DX
- +Fair pricing
- +Active development
Weaknesses
- -Newer platform
- -Python focused
- -Vendor lock-in
- -Learning curve
- -Limited regions
Key features
Pricing: Baseten vs Modal
| Plan | Baseten | Modal |
|---|---|---|
| Tier 1 | Free Basic | $0 Starter |
| Tier 2 | Pro | $250 Team |
| Tier 3 | Enterprise | Custom Enterprise |
Pricing verified from each vendor's public pricing page. Compare in detail on Baseten pricing and Modal pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Baseten
Want the highest-rated option?
Baseten: 4.3/5 (10 reviews). Modal: 4.5/5 (1,540 reviews).
Go with: Modal
Value user reviews?
Baseten: 10 reviews (4.3/5). Modal: 1,540 reviews (4.5/5).
Go with: Modal
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Baseten is a gpu cloud tool. Modal is in cloud & infrastructure. Pick the category that matches your needs.
How important are ratings?
Modal is rated higher: 4.5/5 vs 4.3/5.
Key Takeaways
Baseten
- Free tier available
- Our pick for this comparison
Modal
- Higher user rating: 4.5/5 vs 4.3/5
- Larger review base (1,540 reviews)
- Better fit for cloud & infrastructure
The Bottom Line
Baseten is our pick.
Frequently Asked Questions
Is Baseten or Modal better?
Baseten is rated in our evaluation. Both are freemium.
What are Baseten and Modal used for?
Baseten: Deploy and scale ML models with fast cold starts and dedicated GPUs. Modal: High-performance AI infrastructure for developers to deploy, train, and scale ML workloads..
What does Baseten cost vs Modal?
Baseten is freemium (free tier + paid plans). Modal is freemium (free tier + paid plans). Visit their websites for detailed pricing.