Softwr

Software · head to head

Arize AI vs Pipedrive

Arize AI logo

Arize AI

Software

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

From
Free
Rated
-
Full reviewWebsite
Pipedrive logo

Pipedrive

Software

The CRM that sales teams love to use

From
On request
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.; Pipedrive email account connectivity restricted to maximum of five email accounts per user
  • They diverge on capability: Arize AI covers End-to-end tracing, Pipedrive covers Visual pipeline.

Where they differ

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

Attributes where Arize AI and Pipedrive differ
AttributeArize AIPipedrive
Starting priceFreeOn request
Pricing modelfreemiumsubscription
Free tierYesNo
Platformsweb, apiWeb, iOS, Android
FoundedUnknown2010

Identical on both: 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 Pipedrive

  • Visual pipeline
  • Deal tracking
  • Activity reminders
  • Email integration
  • Mobile apps
  • Reporting
  • Goal tracking
  • Lead management

What people use each for

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

Arize AI

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

Pipedrive

  • Sales pipeline management with kanban-style dashboardsnot Arize AI
  • Multi-channel communication with email and calendar syncnot Arize AI
  • Sales automation for small to mid-market teamsnot 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.

Pipedrive

  • Email account connectivity restricted to maximum of five email accounts per user

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

Pipedrive

On request

No published plan breakdown. See the Pipedrive 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 Pipedrive if

  • You need visual pipeline.
  • You work on Web, iOS, Android.
  • You also want deal tracking.
Pipedrive review

Questions people ask

Is Arize AI or Pipedrive better?
Neither clearly leads. Arize AI starts at Free and Pipedrive at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Arize AI or Pipedrive?
Arize AI has a free tier; the other does not. Paid plans start at Free for Arize AI and On request for Pipedrive.
Does Arize AI or Pipedrive run on more platforms?
Arize AI runs on web, api. Pipedrive runs on Web, iOS, Android.
Can I use Arize AI for free?
Yes. Arize AI has a free tier, so you can try it without paying. Pipedrive starts at On request.
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 Pipedrive is typically brought in for.
What can Arize AI do that Pipedrive cannot?
Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Pipedrive covers Visual pipeline, Deal tracking, Activity reminders, Email integration.

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
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
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
Share

Related pages

More on Arize AI

More on Pipedrive

Keep looking

Other head to heads