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Arize AI vs Linode

Arize AI logo

Arize AI

Software

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

From
Free
Rated
-
Full reviewWebsite
Linode logo

Linode

Software

Affordable cloud hosting and infrastructure

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.; Linode linode.com/pricing returns a 301 redirect to akamai.com/cloud/pricing; the service is now sold as Akamai Cloud
  • They diverge on capability: Arize AI covers End-to-end tracing, Linode covers Compute instances.

Where they differ

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

Attributes where Arize AI and Linode differ
AttributeArize AILinode
Pricing modelfreemiumusage-based
Platformsweb, apiWeb, Api, Cli
FoundedUnknown2003

Identical on both: starting price (Free), free tier (Yes), 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 Linode

  • Compute instances
  • Object storage
  • Block storage
  • Kubernetes
  • Managed database
  • Load balancers
  • Firewalls
  • Private networks

What people use each for

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

Arize AI

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

Linode

  • Running Linux virtual machines on hourly billed shared or dedicated CPU plansnot Arize AI
  • Managed Kubernetes, block storage and object storage on a single cloud accountnot Arize AI
  • Hosting workloads in a specific one of the listed global regionsnot 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.

Linode

  • linode.com/pricing returns a 301 redirect to akamai.com/cloud/pricing; the service is now sold as Akamai Cloud
  • Charges accrue for any service on the account even when it is powered off, because RAM and network capacity stay reserved; only deleting the service stops billing
  • Network transfer beyond the monthly allotment is billed from $0.005 per GB and the rate varies by region
  • The Akamai Cloud pricing landing page shows no rates and directs visitors to regional pricing pages or sales

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

Linode

Free
  • Nanode 1GB$5/month
    • 1GB RAM
    • 1 vCPU
    • 25GB SSD
  • Linode 4GB$20/month
    • 4GB RAM
    • 2 vCPU
    • 80GB SSD

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 Linode if

  • You need compute instances.
  • You want to start without paying.
  • You work on Web, Api, Cli.
  • You also want object storage.
Linode review

Questions people ask

Is Arize AI or Linode better?
Neither clearly leads. Arize AI starts at Free and Linode at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Arize AI or Linode?
Arize AI starts at Free and Linode at Free.
Does Arize AI or Linode run on more platforms?
Arize AI runs on web, api. Linode runs on Web, Api, Cli.
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 Linode is typically brought in for.
What can Arize AI do that Linode cannot?
Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Linode covers Compute instances, Object storage, Block storage, Kubernetes.

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
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