AI Tools · head to head
Arize AI vs Zoom

Arize AI
AI Tools
AI engineering platform for observability and evaluation of agents and LLM apps
- From
- Free
- Rated
- -

Zoom
All industries
Video conferencing that's easy, reliable, and secure
- From
- Free
- Rated
- -
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.; Zoom cost creep from add-ons increases pricing from $14/user to $25+/user when including Phone and advanced features
- They diverge on capability: Arize AI covers End-to-end tracing, Zoom covers HD video & audio.
Where they differ
Only the attributes on which Arize AI and Zoom actually diverge.
Identical on both: starting price (Free), free tier (Yes), 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 Zoom
- HD video & audio
- Screen sharing
- Recording & transcripts
- Virtual backgrounds
- Breakout rooms
- Polling & Q&A
- Chat
- Whiteboard
What people use each for
The jobs each tool is most often brought in to do.
Arize AI
- Tracing and debugging production AI agentsnot Zoom
- Running large-scale evaluations across traces and sessionsnot Zoom
- Improving prompts before production rolloutnot Zoom
- Storing and querying GenAI traces alongside a data warehousenot Zoom
Zoom
- Team meetingsnot Arize AI
- Webinarsnot Arize AI
- Virtual eventsnot Arize AI
- Online trainingnot Arize AI
- Telehealthnot 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.
Zoom
- Cost creep from add-ons increases pricing from $14/user to $25+/user when including Phone and advanced features
- Feature set is overwhelming with complex navigation and too many options
- Limited analytics and coaching features compared to dedicated contact center platforms
- Call recording and admin oversight lack strict governance needed for regulated industries
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
Zoom
Free- BasicFree
- 100 participants
- 40-minute group meetings
- Unlimited 1-on-1 meetings
- Pro$14.99/month
- 100 participants
- 30-hour group meetings
- Cloud recording (5GB)
- Business$19.99/month
- 300 participants
- Single sign-on
- Recording transcripts
- Enterprise$25/month
- 500 participants
- Advanced admin features
- Executive business 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.
Choose Zoom if
- You need hd video & audio.
- You want to start without paying.
- You work on Web, iOS, Android, Windows, macOS.
- You also want screen sharing.
Questions people ask
- Is Arize AI or Zoom better?
- Neither clearly leads. Arize AI starts at Free and Zoom at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Arize AI or Zoom?
- Arize AI starts at Free and Zoom at Free.
- Does Arize AI or Zoom run on more platforms?
- Arize AI runs on web, api. Zoom runs on Web, iOS, Android, Windows, macOS.
- 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 Zoom is typically brought in for.
- What can Arize AI do that Zoom cannot?
- Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Zoom covers HD video & audio, Screen sharing, Recording & transcripts, Virtual backgrounds.
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.
SourceZoom: What are Zoom's main pricing tiers?
Zoom offers a free Basic plan with 40-minute limits for group meetings, Pro at $14.16/user/month, Business at $15.58/user/month with 300 participant capacity, and Enterprise with custom pricing. Additional costs apply for Phone ($10.50/user/month), Webinars, and Rooms.
SourceArize 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.
SourceZoom: What integrations does Zoom support?
Zoom integrates with Salesforce, Slack, Microsoft 365, Google Workspace, HubSpot, Zendesk, and many other business applications, though integration depth varies by partner.
SourceArize 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.
SourceZoom: Can Zoom be used for webinars?
Yes, Zoom Webinars is available as a separate product starting at $66.67 per month, providing larger audience capabilities and specialized webinar features.
SourceRelated pages
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