kitio.aiModal vs Turbopuffer
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Turbopuffer has the lower starting price: about $16 a month, against $250 for Modal.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Infrastructure as Python code
- Fast container starts
- Per-second GPU billing
- Agent sandboxes
- Scheduled jobs
- Object storage backend
- Vector and full-text search
- Massive namespace counts
- Metadata filtering
- Usage-based pricing
| Feature | Modal | Turbopuffer |
|---|---|---|
| Best for | Serverless cloud for running Python and GPU workloads on demand | Serverless vector and full-text search built on object storage |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Paid |
| Starting price | $250/mo | $16/mo |
| Free plan | Yes | No |
| Made by | Modal Labs | Turbopuffer |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Turbopuffer has the lower starting price: about $16 a month, against $250 for Modal.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Starter
Free
- Plus compute usage
- $30/month free credits
- 3 seats, 10 GPU concurrency
Team
$250/mo
- Plus compute usage
- $100/month free credits
- Unlimited seats, 50 GPU concurrency
- Custom domains, static IP proxy
3 plans
Launch
$16/mo
- Minimum usage, billed on usage
- All database features
- Community Slack and email support
Scale
$256/mo
- Minimum usage
- HIPAA-ready BAA
- SSO and audit logs
- Private Slack channel
Enterprise
From $4,096/mo
- Single-tenancy and BYOC
- Private networking
- 24/7 support with SLA
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Modal
- Excellent developer experience
- Scales to zero
- Monthly free credits
- Python-centric
- GPU prices above bare rentals
- Vendor-specific code patterns
Turbopuffer
- Very low storage cost
- Great for per-user indexes
- Simple API
- Cold queries are slower
- Monthly minimum spend
- Closed source
Which one should you choose?
Choose Modal if you want:
- Excellent developer experience
- Scales to zero
- Monthly free credits
Watch out: python-centric.
Choose Turbopuffer if you want:
- Very low storage cost
- Great for per-user indexes
- Simple API
Watch out: cold queries are slower.
Modal vs Turbopuffer FAQ
What is the difference between Modal and Turbopuffer?
Modal: Serverless cloud for running Python and GPU workloads on demand. Turbopuffer: Serverless vector and full-text search built on object storage. Both are models & apis tools.
Is Modal or Turbopuffer cheaper?
Turbopuffer has the lower starting price: about $16 a month, against $250 for Modal.
Do Modal and Turbopuffer have free plans?
Modal: Yes. Turbopuffer: No.
Who makes Modal?
Modal is made by Modal Labs, based in United States.
Who makes Turbopuffer?
Turbopuffer is made by Turbopuffer.
Which should I choose, Modal or Turbopuffer?
Choose Modal if you value excellent developer experience and scales to zero. Choose Turbopuffer if you value very low storage cost and great for per-user indexes.