AI AGENT COST OPTIMIZATION

Complexity is expensive.

As agents take on harder, more critical work, they grow complex. And complexity breeds inefficiency: unbounded context, redundant retries, oversized models, runaway tool loops. Flip the switch.

MONTHLY AI SPEND↓ 38%
MEASURED VS 7-DAY BASELINE · NOT PROMISED
AGENT SPEND SINCE YOU ARRIVED
$0.00−$0.00 cut by costzera
The platform

Agents that optimize your agents.

Not one model doing everything. A fleet of specialists working your agents around the clock: researching, analyzing, recommending, shipping, and proving it worked.

always onevery traceevery deploy
your agent
The optimizer

Watch an agent get optimized.

Connects to your traces and code in minutesLangSmithGitHub
$0.00was $0.89−72% per run
REPLAYING AGENT TRACE…
01 TRACE02 ANALYZE03 IMPLEMENT04 MEASURE
01 TRACE
Every run, read call by call
Connect LangSmith and GitHub, and Costzera reads what your agent did against the code that made it do it.
02 ANALYZE
Inefficiencies, matched to patterns
Findings are cited against a knowledge bank of 182 verified patterns: AI gateway routing, context compression, and more.
03 IMPLEMENT
The fix, ready to ship
Savings are estimated from historic runs, not vibes. Your coding agent applies the change in one step.
04 MEASURE
Proven on your traffic
Cost per run is baselined, measured for 7 days, normalized over traffic, and only counted if quality holds.
↺ LOOP
Your agent keeps evolving
Measured results feed the knowledge bank, so the next recommendation starts smarter and your agents get cheaper with every iteration.
One platform

Track performance across all your agents.

Every agent is built differently, and every one wastes money differently. Costzera reads each on its own terms, so a single platform covers your whole fleet: one place for cost, analysis, and the fixes, whether you run one agent or a hundred.

Total spend
$48.3k
+12.4% vs last mo
Est. savings
$9.1k
Cost / run
$0.041
-7.2%
Spend by teamPlatformML InfraFinance
Jun 14Jun 20Jun 25
All agentsCompleted
Completed2m 14s
Recommendations · 4 found
Context compression on extract stepdocument-parser · 94% confidence$2,140
Route classification to a smaller modelsupport-router · 96% confidence$1,320
Backoff + dedupe on retriessupport-router · 92% confidence$540
support-router
Customer Ops · 18.4k runs / 30d · gpt-4o, haiku
Healthy
Cost / run
$0.075
-38.0%
Latency p50
1.9s
-12.0%
Error rate
0.4%
Cost / run · 30d1 open2 verified
01

Cost tracking

Spend across every agent, team, and model in one view, hourly to monthly, with budgets and alerts at each level.

Security

We read metadata. Not your data.

Costzera analyzes how your agent behaves without taking custody of what it says or the code it runs. Nothing sensitive is persisted.

TRACEIN MEMORY
Analyzed in flight

Trace content is read during analysis and discarded. It is never written to our database.

CONTENTMETADATA3,120 tok212 ms
Metadata only

We keep counts, costs, and timings. Prompts, completions, and tool payloads are never persisted.

YOUR REPOREAD ONLY@ commit
Your code stays yours

Files are fetched read-only at a commit through a short-lived token, analyzed, and dropped. No mirror, no clone.

Per-tenant isolation · encrypted secrets · TLS everywhereSecurity details →

Is Costzera for me?

>costzera analyze my agent

Run the Costzera skill to see if your agent needs optimizing. No setup, no dashboard, right where you already work.

Runs inside your coding agent
STOP THE BURN

See what your agents are really costing you.

Connect your traces and code, and Costzera surfaces the overprovisioning, waste, and anti-patterns burning your budget, with the fix and the measured savings.