Is Arize AI or Mage AI better?

Neither clearly leads. Arize AI starts at Free and Mage AI at $100/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Arize AI or Mage AI?

Arize AI has a free tier; the other does not. Paid plans start at Free for Arize AI and $100/month for Mage AI.

Does Arize AI or Mage AI run on more platforms?

Arize AI runs on web, api. Mage AI runs on Cloud, Hybrid, Private Cloud, On-Premises.

Can I use Arize AI for free?

Yes. Arize AI has a free tier, so you can try it without paying. Mage AI starts at $100/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 Mage AI is typically brought in for.

What can Arize AI do that Mage AI cannot?

Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Mage AI covers AI-generated workflows, Pipeline building, Data validation, Workflow orchestration.

AI · head to head

Arize AI vs Mage AI

Arize AI

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

From: Free
Rated: -

Full review Website

Mage AI

Automation Integration

Data pipeline platform with AI-generated workflows and governance

From: $100/month
Rated: -

Full review Website

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.; Mage AI usage-based pricing lacks transparency for cost forecasting
They diverge on capability: Arize AI covers End-to-end tracing, Mage AI covers AI-generated workflows.

Where they differ

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

Attributes where Arize AI and Mage AI differ
Attribute	Arize AI	Mage AI
Starting price	Free	$100/month
Pricing model	freemium	Usage-based cloud platform
Free tier	Yes	No
Platforms	web, api	Cloud, Hybrid, Private Cloud, On-Premises
Category	AI	Automation Integration

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 Mage AI

AI-generated workflows
Pipeline building
Data validation
Workflow orchestration
Automatic recovery
Reusable components
Governance controls

What people use each for

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

Arize AI

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

Mage AI

Building and orchestrating data pipelines with visual interfacenot Arize AI
Automating ETL workflows with AI assistancenot Arize AI
Validating data quality across transformationsnot Arize AI
Distributing transformed data to multiple destinationsnot 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.

Mage AI

Usage-based pricing lacks transparency for cost forecasting
Limited standalone pricing details on website
Requires contact for enterprise deployment options
Smaller ecosystem compared to established competitors
May require significant customization for complex data models

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

Mage AI

$100/month

Cloud$100/month
- 1 development environment
- Unlimited users
- Usage-based infrastructure pricing
Hybrid Cloud$null/custom
- Private data processing
- Custom infrastructure
- Contact sales
Private Cloud$null/custom
- Complete isolation
- Full infrastructure control
- Contact sales
On-Premises$null/custom
- Full local control
- Enterprise deployment
- Contact sales

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 Mage AI if

You need ai-generated workflows.
You work on Cloud, Hybrid, Private Cloud, On-Premises.
You also want pipeline building.

Mage AI review

Questions people ask

Is Arize AI or Mage AI better?: Neither clearly leads. Arize AI starts at Free and Mage AI at $100/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Arize AI or Mage AI?: Arize AI has a free tier; the other does not. Paid plans start at Free for Arize AI and $100/month for Mage AI.
Does Arize AI or Mage AI run on more platforms?: Arize AI runs on web, api. Mage AI runs on Cloud, Hybrid, Private Cloud, On-Premises.
Can I use Arize AI for free?: Yes. Arize AI has a free tier, so you can try it without paying. Mage AI starts at $100/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 Mage AI is typically brought in for.
What can Arize AI do that Mage AI cannot?: Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Mage AI covers AI-generated workflows, Pipeline building, Data validation, Workflow orchestration.

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

Mage AI: What is the starting price for Mage Cloud?

Cloud plan starts at $100/month for one development environment with unlimited users, plus usage-based compute charges.

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

Mage AI: How is compute usage billed on Mage?

CPU is charged at $0.50 per hour and RAM at $0.50 per 4GB per hour of utilization.

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

Arize AI vs Mage AI

Arize AI

Mage AI

The short version

Where they differ

What each one covers

Only in Arize AI

Only in Mage AI

What people use each for

Arize AI

Mage AI

Where each one falls short

Arize AI

Mage AI

Pricing, plan by plan

Arize AI

Mage AI

Which should you pick?

Choose Arize AI if

Choose Mage AI if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Arize AI

More on Mage AI

Keep looking

Other head to heads