AI Tools · head to head
Arize AI vs Trello

Arize AI
AI Tools
AI engineering platform for observability and evaluation of agents and LLM apps
- 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.; Trello free tier limited to 10 boards and 10 collaborators per workspace
- They diverge on capability: Arize AI covers End-to-end tracing, Trello covers Kanban boards.
Where they differ
Only the attributes on which Arize AI and Trello 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 Trello
- Kanban boards
- Cards & lists
- Drag-and-drop interface
- Activity feed
- Due dates & reminders
- File attachments
- Comments & mentions
- Power-Ups ecosystem
What people use each for
The jobs each tool is most often brought in to do.
Arize AI
- Tracing and debugging production AI agentsnot Trello
- Running large-scale evaluations across traces and sessionsnot Trello
- Improving prompts before production rolloutnot Trello
- Storing and querying GenAI traces alongside a data warehousenot Trello
Trello
- Project trackingnot Arize AI
- Content calendarsnot Arize AI
- Sales pipelinesnot Arize AI
- Onboarding processesnot Arize AI
- Personal task managementnot 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.
Trello
- Free tier limited to 10 boards and 10 collaborators per workspace
- Free tier automation capped at 250 monthly Butler runs
- No offline access; web-based platform requires internet connection
- Advanced views (timeline, table, dashboard) not available on Standard plan
- SSO only available on Enterprise plan
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
Trello
Free- FreeFree
- Up to 10 boards/workspace
- Up to 10 collaborators
- 250 monthly Butler automation runs
- Standard$5/user/month
- Unlimited boards
- Unlimited Power-Ups
- 1,000 monthly Butler runs
- Premium$10/user/month
- All Standard features
- Timeline, table, dashboard, calendar views
- Unlimited automation
- Enterprise$17.5/user/month
- All Premium features
- Unlimited workspaces
- SSO and user provisioning
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 Trello if
- You need kanban boards.
- You want to start without paying.
- You work on Web, Ios, Android, Windows, Macos.
- You also want cards & lists.
Questions people ask
- Is Arize AI or Trello better?
- Neither clearly leads. Arize AI starts at Free and Trello at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Arize AI or Trello?
- Arize AI starts at Free and Trello at Free.
- Does Arize AI or Trello run on more platforms?
- Arize AI runs on web, api. Trello 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 Trello is typically brought in for.
- What can Arize AI do that Trello cannot?
- Arize AI covers End-to-end tracing, Evaluation framework, Prompt testing and improvement, Alyx AI engineering agent. Trello covers Kanban boards, Cards & lists, Drag-and-drop interface, Activity feed.
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.
SourceTrello: What are the free tier limitations for Trello?
Trello Free supports up to 10 boards per workspace, unlimited cards, 250 monthly Butler automation runs, and up to 10 Power-Up attachments. Limited to 10 collaborators per workspace.
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.
SourceTrello: What features are included in the Standard plan?
Standard ($5-6/user/month) adds unlimited boards, custom fields, advanced checklists, 1,000 monthly automation runs, list colors, and calendar view access.
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.
SourceTrello: Does Trello offer SSO and on which plan?
SSO through Atlassian Guard is included only on the Enterprise plan ($17.50/user/month or $210/year per user).
SourceTrello: How many file attachment options are available?
Free tier includes 2 Power-Ups per board, Standard adds unlimited Power-Ups, and Premium and above offer full Power-Up marketplace access with custom integration options.
SourceTrello: Is there offline access to Trello boards?
Trello is a web-based application requiring internet connection. Mobile apps are available for iOS and Android but do not support true offline editing.
SourceRelated pages
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