ClawTrait is an analytics platform that tracks how much value your AI agents deliver. It measures cost per task, success rates, and whether agents are still behaving the way you set them up.

How is this different from a token dashboard?

Token dashboards show raw spend. ClawTrait connects spend to results — so you know the cost per completed task, not just the cost per API call.

What is drift detection?

Drift detection (personality drift monitoring) checks whether your agent is still behaving the way you originally configured it. If its behaviour starts changing — for example, responding in a different tone or handling tasks it should not — you get an alert.

Is there a free tier?

Yes. The Starter plan is free forever — 1 agent, 7-day history, basic ROI metrics.

Can I self-host ClawTrait?

ClawTrait is a hosted SaaS analytics dashboard — there is no self-hosted version. However, you can export all your agent data at any time via the API, so there is no vendor lock-in. Your data is always yours.

Features How it works FAQ Try it free Docs Sign in Try it free

Public beta

Is your agent worth the money?

Track agent ROI, catch runaway costs, detect personality drift.

Try it free →

Join 100+ teams tracking agent ROI

Agent ROI DashboardLive

AgentCost/task7d trendROI

Research Agent231/day

$24.70/day across 3 agentsTry it free →

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.

📊 Know which agents pay for themselves

See exactly how much each agent costs per task completed (cost per outcome). Instantly spot which agents deliver value and which are dead weight.

🛡️ Catch behaviour shifts before users do

Get alerted the moment an agent starts behaving differently from its original setup — before it causes damage. No more silent failures.

💰 Stop surprise bills from runaway agents

Break down spend by task type, model, and time period. See the real cost per completed task, not just raw API spend.

📋 Prove agent value to leadership

Export a versioned, signed profile of your agent — what it does, how it behaves, and how that has changed over time. Turn vibes into data for audits and buy-in.

Differentiator

Catch personality drift before your users do

ClawTrait monitors how your agent behaves over time. When something shifts, you know immediately.

Personality Consistency ScoreLast 30 days

100%75%50%

72%

Day 1Day 10Day 20Day 30

⚠️Personality drift detected — tone shifted 23% from baseline

Monitor your agent's personality →

How it works

From connected to optimized in 4 steps

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

Connect your agents

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

See real ROI numbers

ClawTrait calculates cost per outcome (what you spend per completed task), success rates, and net value — not just raw API spend.

Set behaviour thresholds

Define how much your agent can change from its original setup before you get alerted. Think of it as a guardrail for agent personality.

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

Behaviour monitoringNotice weeks later when output goes weirdAlert within minutes when agent behaviour changes

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

FAQ

Common questions

ClawTrait is an analytics platform that tracks how much value your AI agents deliver. It measures cost per task, success rates, and whether agents are still behaving the way you set them up.
Token dashboards show raw spend. ClawTrait connects spend to results — so you know the cost per completed task, not just the cost per API call.
Drift detection (personality drift monitoring) checks whether your agent is still behaving the way you originally configured it. If its behaviour starts changing — for example, responding in a different tone or handling tasks it should not — you get an alert.
Yes. The Starter plan is free forever — 1 agent, 7-day history, basic ROI metrics.
ClawTrait is a hosted SaaS analytics dashboard — there is no self-hosted version. However, you can export all your agent data at any time via the API, so there is no vendor lock-in. Your data is always yours.

Try it now — no signup needed

See real results in 30 seconds. Sign in when you want to save your work.

Try it free →