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AI · head to head

Arize AI vs ConnectWise

Arize AI logo

Arize AI

AI

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

From
Free
Rated
-
Full reviewWebsite
ConnectWise logo

ConnectWise

Remote Work

Software built to power your business

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.; ConnectWise no published pricing tiers or standard rates; all pricing requires custom quote from sales team

Where they differ

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

Attributes where Arize AI and ConnectWise differ
AttributeArize AIConnectWise
Starting priceFreeOn request
Pricing modelfreemiumquote
Free tierYesNo
Platformsweb, apiWeb
CategoryAIRemote Work

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 ConnectWise

Nothing recorded that Arize AI does not also cover.

What people use each for

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

Arize AI

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

ConnectWise

  • Managing service desk tickets for multiple client organizationsnot Arize AI
  • Automating patch deployment and endpoint security monitoringnot Arize AI
  • Enabling remote technical support through integrated toolsnot Arize AI
  • Calculating billable hours and client invoicing automaticallynot 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.

ConnectWise

  • No published pricing tiers or standard rates; all pricing requires custom quote from sales team
  • Must complete sales form or request demo to understand pricing, creating friction in the buying process
  • Most products (RMM, PSA, backup, CPQ) use quote-based model, only ScreenConnect has dedicated pricing page

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

ConnectWise

On request

No published plan breakdown. See the ConnectWise 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 ConnectWise if

Nothing in the data separates ConnectWise from Arize AI on the points above - pick on price and on how each one feels to use.

ConnectWise review

Questions people ask

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

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
ConnectWise: How much does ConnectWise cost?

ConnectWise does not publish specific pricing. The platform uses a custom quote model where businesses complete a form describing their needs, and the sales team creates a personalized quote. Pricing varies based on business size, solution requirements, and other factors.

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
ConnectWise: What ConnectWise solutions are included in a quote?

Solutions requiring custom quotes include ConnectWise RMM, ConnectWise PSA, backup and disaster recovery, CPQ (quote automation), expert services, cybersecurity detection and response, and various specialized modules. ScreenConnect is the only product with published pricing available directly.

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
ConnectWise: Does ConnectWise offer a free trial?

ConnectWise mentions starting free trials as a way to discuss pricing, but specific trial length or features are not published on the pricing page. Users must contact sales or request a demo to access trial information.

Source
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