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Arize AI vs Drizzle ORM

Arize AI logo

Arize AI

Software

AI engineering platform for observability and evaluation of agents and LLM apps

From
Free
Rated
-
Full reviewWebsite
Drizzle ORM logo

Drizzle ORM

Software

Headless TypeScript ORM and SQL query builder

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Arize AI the free plan caps trace spans at 25,000 per month with only 15 days of retention.; Drizzle ORM it is entirely community/sponsor-funded with no official paid support tier for enterprises needing SLAs.
  • They diverge on capability: Arize AI covers End-to-end tracing, Drizzle ORM covers Type-safe query builder.

Where they differ

Only the attributes on which Arize AI and Drizzle ORM actually diverge.

Attributes where Arize AI and Drizzle ORM differ
AttributeArize AIDrizzle ORM
Pricing modelfreemiumopen-source

Identical on both: starting price (Free), free tier (Yes), platforms (web, api), user rating (Not yet rated), category (Unknown).

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 Arize AI

  • End-to-end tracing
  • Evaluation framework
  • Prompt testing and improvement
  • Alyx AI engineering agent
  • Custom dashboards
  • Data warehouse integrations

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.

Arize AI

  • Tracing and debugging production AI agentsnot Drizzle ORM
  • Running large-scale evaluations across traces and sessionsnot Drizzle ORM
  • Improving prompts before production rolloutnot Drizzle ORM
  • Storing and querying GenAI traces alongside a data warehousenot Drizzle ORM

Drizzle ORM

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

Where each one falls short

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

Arize AI

  • The free plan caps trace spans at 25,000 per month with only 15 days of retention.
  • Self-hosted deployment and Data Fabric integration are restricted to the custom-priced Enterprise tier.
  • Pricing beyond the $50/month Pro plan requires a custom quote, making cost planning less transparent at scale.
  • Advanced compliance features like HIPAA are only available on Enterprise.

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

Arize AI

Free
  • AX FreeFree
    • 25k trace spans/month
    • 1 GB storage/month
    • 15-day retention
  • AX Pro$50/month
    • 50k trace spans/month
    • 10 GB storage/month
    • 30-day retention
  • AX Enterprise$undefined/mo
    • Custom trace spans, storage, and retention
    • SaaS or self-hosted deployment
    • Managed agents and Data Fabric

Drizzle ORM

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

Which should you pick?

Choose Arize AI if

  • You need end-to-end tracing.
  • You want to start without paying.
  • You work on web, api.
  • You also want evaluation framework.
Arize AI 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 Arize AI or Drizzle ORM better?
Neither clearly leads. Arize AI 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, Arize AI or Drizzle ORM?
Arize AI starts at Free and Drizzle ORM at Free.
Does Arize AI or Drizzle ORM run on more platforms?
Both run on web, api, so platform support will not decide this one for you.
Can I use Arize AI for free?
Both have a free tier, so you can try either at no cost before committing.
What is Arize AI best used for?
Arize AI is most often used for tracing and debugging production ai agents, running large-scale evaluations across traces and sessions, improving prompts before production rollout, storing and querying genai traces alongside a data warehouse. Of those, tracing and debugging production ai agents and running large-scale evaluations across traces and sessions are not what Drizzle ORM is typically brought in for.
What can Arize AI do that Drizzle ORM cannot?
Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Drizzle ORM covers Type-safe query builder, Schema migrations, Drizzle Studio, Multi-database support.

Answered from the vendors’ own pages

Arize AI: What does Arize AX cost?

Arize AX offers a free plan, a Pro plan at $50/month, and a custom-priced Enterprise plan, with pricing based on trace spans, storage, and retention needs.

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
Arize AI: Is there a free plan, and what are its limits?

The AX Free plan includes 25,000 trace spans and 1 GB of storage per month with 15-day retention, plus unlimited users, evaluations, and experiments.

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
Arize AI: What deployment options are available?

Free and Pro plans are SaaS-only, while Enterprise customers can choose SaaS or self-hosted deployment with custom SLAs.

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
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