Your AI agents are
Traeco analyzes your agent traces and shows you exactly what to cut, swap, and cap — with dollar amounts attached. Integrates in two lines. No code changes required.
Built for teams using
The Problem
Observability tells you what happened.
Nobody tells you what it should cost.
Your tracing tools show what happened. Your provider dashboards show what you owe. Nobody connects the two and tells you what to change.
0%
of AI agent projects get killed or scaled back due to cost overruns. The tech works — the economics don't.
Gartner, 2026
3–0x
Hidden token tax: a single agent run costs 3–10x what developers expect once every sub-call is traced.
Traeco trace data, 2026
$0
spent by most teams on prescriptive cost optimization. Every observability tool shows charts. None tell you what to fix.
Industry surveys, 2026
Product
From traces to savings in four steps
Integrate in two lines
Drop in our SDK — it auto-instruments every LLM call across OpenAI, Anthropic, Google, Cohere, and more. First cost report in under five minutes.
import { Traeco } from "traeco";
// Initialize the client
const traeco = new Traeco({
apiKey: process.env.TRAECO_KEY,
});Integration
Start tracking costs in under five minutes
One SDK. Every provider. Cost visibility from your first API call.
import { Traeco } from "traeco"; // Initialize the clientconst traeco = new Traeco({ apiKey: process.env.TRAECO_KEY,}); const usage = await traeco.track({ model: "gpt-4o", tokens: response.usage,});Pricing
We make money when you save money
30-day save or pay back guarantee. No questions asked.
Starter
For developers who want to see where their AI spend goes
- ✓Unlimited API calls
- ✓3 agents
- ✓Basic cost dashboard
- ✓Email support
- ✓1 provider integration
- ✓Community access
Growth
For teams running agents in production who need cost control
- ✓Everything in Starter
- ✓25 agents
- ✓Prescriptive recommendations
- ✓One-click apply
- ✓Slack alerts
- ✓Priority support
- ✓All provider integrations
Enterprise
For platform teams managing AI spend across multiple teams and providers
- ✓Everything in Growth
- ✓Unlimited agents
- ✓Real-time recommendations
- ✓Anomaly detection
- ✓Dedicated CSM
- ✓% of savings option
- ✓SSO + SAML
- ✓Audit logs
Testimonials
What teams are saying
Hear from industry veterans
“$80k/month and literally no idea which team is burning what.”
Sarah
Head of Platform Engineering, Runway
“Internal teams don't know what they're spending on AI. Finance has no good way to track per-team or per-product costs — it creates real friction in planning cycles.”
Priya
Product Manager, Cohere
“Our biggest credit spend isn't call volume — it's context size. Enriched transaction data, PDFs, and images drive most of the token usage, and it's invisible until the bill shows up.”
Greg Goldbridge
Founder, Goldbridge
“Context was compounding on every message, degrading output quality. The root cause was waste, but the detectable signal was user frustration — not spend.”
Connor Loi
Founder, Replicas
“Our customers already experience cost opacity as a pain point. It's going to be increasingly important as agent usage scales.”
David
Folloze
“$80k/month and literally no idea which team is burning what.”
Sarah
Head of Platform Engineering, Runway
“Internal teams don't know what they're spending on AI. Finance has no good way to track per-team or per-product costs — it creates real friction in planning cycles.”
Priya
Product Manager, Cohere
“Our biggest credit spend isn't call volume — it's context size. Enriched transaction data, PDFs, and images drive most of the token usage, and it's invisible until the bill shows up.”
Greg Goldbridge
Founder, Goldbridge
“Context was compounding on every message, degrading output quality. The root cause was waste, but the detectable signal was user frustration — not spend.”
Connor Loi
Founder, Replicas
“Our customers already experience cost opacity as a pain point. It's going to be increasingly important as agent usage scales.”
David
Folloze
“$80k/month and literally no idea which team is burning what.”
Sarah
Head of Platform Engineering, Runway
“Internal teams don't know what they're spending on AI. Finance has no good way to track per-team or per-product costs — it creates real friction in planning cycles.”
Priya
Product Manager, Cohere
“Our biggest credit spend isn't call volume — it's context size. Enriched transaction data, PDFs, and images drive most of the token usage, and it's invisible until the bill shows up.”
Greg Goldbridge
Founder, Goldbridge
“Context was compounding on every message, degrading output quality. The root cause was waste, but the detectable signal was user frustration — not spend.”
Connor Loi
Founder, Replicas
“Our customers already experience cost opacity as a pain point. It's going to be increasingly important as agent usage scales.”
David
Folloze
“We're spending hundreds of dollars a day per virtual assistant. At that scale, you can't fly blind — but most of the industry still is.”
Daniel Lenton
Founder, Unify
“You have to align how you're pricing your service with what it actually costs you — otherwise you end up with big mismatches and variability you can't explain.”
Forest Flager
Co-founder, Parspec
“Agents can run for an hour and cost $10 in API calls alone, and pricing models keep shifting. When a workflow costs a lot but the ROI isn't clear, teams have no framework to make that call.”
Igor
AugmentCode
“Large enterprise customers want performance numbers to assess quality and measure the impact of any change — prompt, model, tools. Without that, they won't adopt.”
Amedee Potier
CTO & Founder, Konverso
“Cost overruns happen and they're hard to pinpoint. SMBs feel it immediately; larger companies feel it later. Either way, visibility is the first thing missing.”
Zach Weller
Partner, Fruition Services
“We're spending hundreds of dollars a day per virtual assistant. At that scale, you can't fly blind — but most of the industry still is.”
Daniel Lenton
Founder, Unify
“You have to align how you're pricing your service with what it actually costs you — otherwise you end up with big mismatches and variability you can't explain.”
Forest Flager
Co-founder, Parspec
“Agents can run for an hour and cost $10 in API calls alone, and pricing models keep shifting. When a workflow costs a lot but the ROI isn't clear, teams have no framework to make that call.”
Igor
AugmentCode
“Large enterprise customers want performance numbers to assess quality and measure the impact of any change — prompt, model, tools. Without that, they won't adopt.”
Amedee Potier
CTO & Founder, Konverso
“Cost overruns happen and they're hard to pinpoint. SMBs feel it immediately; larger companies feel it later. Either way, visibility is the first thing missing.”
Zach Weller
Partner, Fruition Services
“We're spending hundreds of dollars a day per virtual assistant. At that scale, you can't fly blind — but most of the industry still is.”
Daniel Lenton
Founder, Unify
“You have to align how you're pricing your service with what it actually costs you — otherwise you end up with big mismatches and variability you can't explain.”
Forest Flager
Co-founder, Parspec
“Agents can run for an hour and cost $10 in API calls alone, and pricing models keep shifting. When a workflow costs a lot but the ROI isn't clear, teams have no framework to make that call.”
Igor
AugmentCode
“Large enterprise customers want performance numbers to assess quality and measure the impact of any change — prompt, model, tools. Without that, they won't adopt.”
Amedee Potier
CTO & Founder, Konverso
“Cost overruns happen and they're hard to pinpoint. SMBs feel it immediately; larger companies feel it later. Either way, visibility is the first thing missing.”
Zach Weller
Partner, Fruition Services
Stop guessing. Start saving.
Send us a week of traces and we'll show you exactly where the money goes.