Softwr

Software Development · head to head

Baseten vs Drizzle ORM

Baseten logo

Baseten

Software Development

Inference is everything

From
Free
Rated
-
Full reviewWebsite
Drizzle ORM logo

Drizzle ORM

Software Development

Headless TypeScript ORM and SQL query builder

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Baseten pro and Enterprise pricing not published; requires contacting sales; Drizzle ORM it is entirely community/sponsor-funded with no official paid support tier for enterprises needing SLAs.
  • Prices and features above were last checked on 29 August 2026.

Where they differ

Only the attributes on which Baseten and Drizzle ORM actually diverge.

Attributes where Baseten and Drizzle ORM differ
AttributeBasetenDrizzle ORM
Pricing modelusage-basedopen-source
PlatformsWebweb, api

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Software Development).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Baseten

Nothing recorded that Drizzle ORM does not also cover.

Only in Drizzle ORM

  • Type-safe query builder
  • Schema migrations
  • Drizzle Studio
  • Multi-database support
  • Serverless-ready drivers
  • Zero dependencies

What people use each for

The jobs each tool is most often brought in to do.

Baseten

  • Custom model deploymentnot Drizzle ORM
  • Fine-tuned LLM hostingnot Drizzle ORM
  • Inference API scalingnot Drizzle ORM

Drizzle ORM

  • Type-safe database access in TypeScript backendsnot Baseten
  • Serverless and edge applications needing lightweight database driversnot Baseten
  • Teams migrating from raw SQL for better type safetynot Baseten
  • Projects wanting SQL-like control without a heavy ORM abstractionnot Baseten

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Baseten

  • Pro and Enterprise pricing not published; requires contacting sales
  • Pricing varies significantly by compute type and model

Drizzle ORM

  • It is entirely community/sponsor-funded with no official paid support tier for enterprises needing SLAs.
  • The relational query API is newer than the SQL-like API and has historically had fewer advanced features.
  • Documentation and ecosystem tooling are less mature than Prisma's, which has a larger community and GUI ecosystem.
  • MSSQL and CockroachCB support are newer additions still stabilizing toward a 1.0 release.

Pricing, plan by plan

Baseten

Free
  • BasicFree
    • Pay-as-you-go deployments
    • Dedicated model APIs
    • SOC 2 Type II and HIPAA compliance
  • Pro$null/month
    • Priority GPU access
    • Unlimited autoscaling
    • Volume discounts available
  • Enterprise$null/month
    • Self-hosted options
    • Custom SLAs
    • Data residency control

Drizzle ORM

Free
  • Open SourceFree
    • Full ORM and query builder
    • drizzle-kit migrations
    • Drizzle Studio

Which should you pick?

Choose Baseten if

  • You want to start without paying.
Baseten review

Choose Drizzle ORM if

  • You need type-safe query builder.
  • You want to start without paying.
  • You work on web, api.
  • You also want schema migrations.
Drizzle ORM review

Questions people ask

Is Baseten or Drizzle ORM better?
Neither clearly leads. Baseten starts at Free and Drizzle ORM at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Baseten or Drizzle ORM?
Baseten starts at Free and Drizzle ORM at Free.
Does Baseten or Drizzle ORM run on more platforms?
Baseten runs on Web. Drizzle ORM runs on web, api.
Can I use Baseten for free?
Both have a free tier, so you can try either at no cost before committing.
What is Baseten best used for?
Baseten is most often used for custom model deployment, fine-tuned llm hosting, inference api scaling. Of those, custom model deployment and fine-tuned llm hosting are not what Drizzle ORM is typically brought in for.
What can Baseten do that Drizzle ORM cannot?
Drizzle ORM covers Type-safe query builder, Schema migrations, Drizzle Studio, Multi-database support.

Answered from the vendors’ own pages

Baseten: Does Baseten have a free tier?

Yes, Baseten's Basic plan is free with a pay-as-you-go model for dedicated deployments and model APIs.

Source
Drizzle ORM: What does Drizzle ORM cost?

Drizzle ORM is completely free and open-source with no licensing fees; the team accepts community sponsorships and contributions rather than charging for the software.

Source
Baseten: How are GPU instances priced on Baseten?

GPU instances are priced per minute: T4 at $0.01052/min, H100 at $0.10833/min, and B200 at $0.16633/min. CPU instances range from $0.00058 to $0.01382 per minute.

Source
Drizzle ORM: Which databases does Drizzle support?

Drizzle supports PostgreSQL, MySQL, SQLite, MSSQL, CockroachDB and SingleStore, with specialized drivers for providers like Neon, Supabase, Vercel Postgres and Turso.

Source
Baseten: What are Model API costs on Baseten?

Model API pricing varies by model: DeepSeek V4 Flash costs $0.13 per million input tokens and $0.028 per million output tokens; GLM-5.3-Flash costs $0.15 and $0.03 respectively.

Source
Drizzle ORM: Does Drizzle include migration tooling?

Yes, the drizzle-kit CLI provides generate, push, pull and check commands for managing schema migrations, and Drizzle Studio offers a visual way to browse and edit data.

Source
Baseten: Does Baseten charge for idle compute time?

No, Baseten does not charge for idle time; billing only covers active compute usage on deployments.

Source
Share

Related pages

More on Baseten

More on Drizzle ORM

Keep looking

Other head to heads