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AI · head to head

Arize AI vs Parabola

Arize AI logo

Arize AI

AI

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

From
Free
Rated
-
Full reviewWebsite
Parabola logo

Parabola

Automation Integration

Visual flow automation for modern teams

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.; Parabola the Basic plan allows 1 user and 1,000 credits with limited AI
  • They diverge on capability: Arize AI covers End-to-end tracing, Parabola covers Visual workflow builder.

Where they differ

Only the attributes on which Arize AI and Parabola actually diverge.

Attributes where Arize AI and Parabola differ
AttributeArize AIParabola
Platformsweb, apiWeb
CategoryAIAutomation Integration
FoundedUnknown2015

Identical on both: starting price (Free), pricing model (freemium), free tier (Yes), user rating (Not yet rated).

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 Parabola

  • Visual workflow builder
  • Data transformation
  • Conditional logic
  • Looping
  • Error handling
  • Monitoring
  • Scheduling
  • 300+ apps

What people use each for

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

Arize AI

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

Parabola

  • Workflow automation for operations and finance teamsnot Arize AI
  • Data integration across 1,000+ sourcesnot Arize AI
  • Automation and reporting workflowsnot 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.

Parabola

  • The Basic plan allows 1 user and 1,000 credits with limited AI
  • No price is published for either the self serve or the business tier
  • Credits are consumed when agents run, and further credits are bought pay as you go
  • Role based access control, SSO, version history and SLAs all sit on the unpriced business plan

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

Parabola

Free

No published plan breakdown. See the Parabola review.

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 Parabola if

  • You need visual workflow builder.
  • You want to start without paying.
  • You also want data transformation.
Parabola review

Questions people ask

Is Arize AI or Parabola better?
Neither clearly leads. Arize AI starts at Free and Parabola at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Arize AI or Parabola?
Arize AI starts at Free and Parabola at Free.
Does Arize AI or Parabola run on more platforms?
Arize AI runs on web, api. Parabola runs on Web.
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 Parabola is typically brought in for.
What can Arize AI do that Parabola cannot?
Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Parabola covers Visual workflow builder, Data transformation, Conditional logic, Looping.

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
Parabola: How much does Parabola cost?

Parabola does not publish specific pricing rates. The service uses a credit-based system where credits are consumed when agents run. Self-serve plans include a monthly credit allotment, and Business plans require a custom quote.

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
Parabola: Does Parabola offer a free plan?

Yes, Parabola offers a free tier indefinitely for self-serve users with limited credits and basic features including the Prowork agent builder and pre-built integrations.

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
Parabola: What features are included in Parabola's Business plan?

Business plans include all self-serve features plus automation engineer enablement, deployment support, proof of concept on production data, enterprise security with SSO, service level agreements, and a dedicated account manager.

Source
Parabola: Can I upgrade from free to Business later?

Yes, customers can start on free or self-serve plans and upgrade to Business plans at any time.

Source
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