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AI · head to head

Arize AI vs Workato

Arize AI logo

Arize AI

AI

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

From
Free
Rated
-
Full reviewWebsite
Workato logo

Workato

Automation Integration

The enterprise integration platform

From
$99/month
Rated
-
Full reviewWebsite

The short version

  • Only Arize AI has a free tier, so it costs nothing to try first.
  • Each has a real cost: Arize AI the free plan caps trace spans at 25,000 per month with only 15 days of retention.; Workato the pricing page names four product lines, Enterprise iPaaS, Agentic solutions, API Management and Data Orchestration, and publishes no figure for any of them, gating all of it behind Schedule a demo
  • They diverge on capability: Arize AI covers End-to-end tracing, Workato covers Process orchestration.

Where they differ

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

Attributes where Arize AI and Workato differ
AttributeArize AIWorkato
Starting priceFree$99/month
Pricing modelfreemiumsubscription
Free tierYesNo
Platformsweb, apiWeb, On-premise
CategoryAIAutomation Integration
FoundedUnknown2014

Identical on both: 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 Workato

  • Process orchestration
  • Master data management
  • Integration templates
  • Real-time sync
  • Error handling
  • Monitoring
  • API management
  • Workflow analytics

What people use each for

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

Arize AI

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

Workato

  • Workflow Automationnot Arize AI
  • Data Integrationnot Arize AI
  • Process Automationnot Arize AI
  • App Integrationnot Arize AI
  • API Connectivitynot 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.

Workato

  • The pricing page names four product lines, Enterprise iPaaS, Agentic solutions, API Management and Data Orchestration, and publishes no figure for any of them, gating all of it behind Schedule a demo

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

Workato

$99/month
  • Starter$99/month
    • Up to 50 recipes
    • Basic integrations
    • Email support
  • Professional$299/month
    • Unlimited recipes
    • Premium integrations
    • Priority support
  • Enterprise$999/month
    • Custom SLA
    • Dedicated support
    • Advanced security

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 Workato if

  • You need process orchestration.
  • You work on Web, On-premise.
  • You also want master data management.
Workato review

Questions people ask

Is Arize AI or Workato better?
Neither clearly leads. Arize AI starts at Free and Workato at $99/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Arize AI or Workato?
Arize AI has a free tier; the other does not. Paid plans start at Free for Arize AI and $99/month for Workato.
Does Arize AI or Workato run on more platforms?
Arize AI runs on web, api. Workato runs on Web, On-premise.
Can I use Arize AI for free?
Yes. Arize AI has a free tier, so you can try it without paying. Workato starts at $99/month.
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 Workato is typically brought in for.
What can Arize AI do that Workato cannot?
Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Workato covers Process orchestration, Master data management, Integration templates, Real-time sync.

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
Workato: How is Workato pricing structured?

Workato states their pricing is built for flexibility and designed to support organizations of all sizes and needs. However, specific tier costs, feature inclusions, and contract terms are not published on their website.

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
Workato: Can I see Workato's pricing without talking to sales?

No. Workato requires interested buyers to either request a demo, request a trial, or contact their sales team directly to discuss pricing.

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
Workato: Does Workato have a Predictable Pricing Commitment?

Yes, Workato mentions a Predictable Pricing Commitment, but the details are not visible on the main pricing page. You would need to contact them or visit the linked resource for details.

Source
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