AI Agent vs Trace (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: AI Agent does not list a price
Free plan
AI Agent
Only AI Agent has one
Higher rating
Trace
3.3 against 3.6
Same job?
Yes
Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared on	AI Agent	Trace
Our rating	3.3	3.6Better
Starts at	Free	Not listed
Free plan	YesBetter	No
Category	AI Infrastructure & Agent Tooling	AI Infrastructure & Agent Tooling
Plans	Free	See pricing
Key features	Multi-agent teams with task handoff (Connect-Brief-Work-Review) 1,000+ named app integrations - GitHub, Gmail, Stripe, Notion, and more Company Brain unified context layer with source transparency Named model choice - Claude Haiku 4.5/Sonnet 5/Opus 4.8, Gemini, OpenAI 61,392+ active users, reported 3.5x average ROI	Task flow modelled across departments Routing between AI agents and humans Approval gates on sensitive steps Workflow health monitoring and agent alerts Slack, Notion, Jira, Drive and HubSpot integration
Pros	Genuinely broad, named integration ecosystem (1,000+ apps) Real, current model choice rather than a single locked-in provider Substantial reported scale and real quantified business impact	Treats agents and people as equal destinations for a task Approval gates and traceability built in rather than added Connects to the tools work already lives in
Cons	Full pricing tiers aren't detailed on the page Setting up multi-agent workflows with real business data takes real configuration time Reported ROI and productivity figures are self-published, not independently audited	Waitlist only, so not generally available No pricing published at all Only helps where processes are defined well enough to model
Company	AI Agent	Trace

Prices come from each vendor's pricing page, last checked 20260826. Check the vendor before you buy.

FAQ

Questions people ask

Is AI Agent better than Trace?

In our reviews AI Agent scores 3.3 and Trace scores 3.6. The better pick depends on the job. AI Agent: Build a team of AI agents that connect to 1,000+ apps, share one "Company Brain" of grounded context, and hand off work between them - 61,392+ active users, 3.5x average ROI reported. Trace: Routes work between AI agents and people, with approval gates and full traceability.

Which is cheaper, AI Agent or Trace?

AI Agent: free. Trace: see pricing.

Do AI Agent and Trace have free plans?

Only AI Agent has a free plan.

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