FeaturesHow it worksPricingFAQSee demoJoin Waitlist
Coming soon

Find out which agents save you money and which burn it

Track ROI per agent, catch surprise bills before they hit, and get alerted the moment an agent drifts from its mission.

Be among the first to try it
clawtrait dashboard
Agent: support-bot-v2
Tasks completed: 847 (93% success)
Cost per task: $0.42
Monthly ROI: +$2,340
SOUL.md drift: 0.3% (healthy)
! research-agent: drift 12% — review needed
Built for teams running
3+ agents10+ agents50+ agents

Features

Stop guessing if your agents are worth it

ClawTrait gives you hard ROI numbers, cost attribution, and drift detection — so you can cut what wastes money and double down on what works.

Agent ROI dashboardLearn more
See exactly how much each agent costs per task completed. Know which agents pay for themselves and which are dead weight.
Drift detection alertsLearn more
Get notified the moment an agent starts behaving differently from its SOUL.md identity — before it causes damage.
Cost attribution breakdownLearn more
Break down spend by task type, model, and time period. No more surprise $60 bills from runaway agents.
Agent identity passportLearn more
Export a versioned, signed profile of your agent persona. Prove compliance and track identity changes over time.

How it works

From connected to optimized in 4 steps

One SDK call to start. Real ROI data within minutes.

01

Connect your agents

Add a one-line SDK call or paste your OpenClaw API key. Data starts flowing in under 60 seconds.

02

See real ROI numbers

ClawTrait calculates cost per outcome, success rates, and net value — not just raw token spend.

03

Set drift thresholds

Define how far your agent can stray from its configured identity before you get pinged.

04

Cut what does not work

Use the data to kill underperforming agents and double down on the ones delivering real value.

Compare

What changes with ClawTrait

Without ClawTraitWith ClawTrait
Cost visibilityCheck token dashboard and guessCost per outcome, per agent, per task type
ROI tracking"I think the agent is helping?"Hard numbers: $4.20 per task, 94% success rate
Drift detectionNotice weeks later when output goes weirdAlert within minutes of identity drift

Trusted by teams

What builders are saying

“I had five agents running and no idea which ones were actually saving money. The cost breakdown made it obvious which to keep.”

— Sarah, Ops Lead

“Drift detection flagged our support agent going off-script before any customers noticed. Exactly the visibility we needed.”

— James, CTO

“Being able to show real cost-per-task numbers to leadership changed the conversation from vibes to data.”

— Maria, Engineering Manager

Pricing

Start free, scale when ready

Track 1 agent free forever. Upgrade when you need unlimited agents and drift detection.

StarterProEnterprise
Starter$0/mo
  • 1 agent
  • 7-day history
  • Basic ROI metrics

FAQ

Common questions

ClawTrait is an analytics platform that tracks agent ROI, cost per outcome, and behaviour drift for OpenClaw agents.
Token dashboards show raw spend. ClawTrait correlates spend to outcomes — so you know the cost per completed task, not just the cost per API call.
Drift detection monitors whether your agent is still behaving according to its SOUL.md identity. If its outputs start diverging, you get an alert.
Yes. The Starter plan is free forever — 1 agent, 7-day history, basic ROI metrics.
Yes. Export your config anytime. No vendor lock-in.

Find out which agents are worth keeping

Join the waitlist and be the first to know when ClawTrait opens for public beta.

Free forever. No credit card required.