BETA

Know your agents real cost

One-line proxy that attributes every LLM call to the agent, task, or feature that made it. No SDK changes. No extra config.

No credit card  ·  No API key stored  ·  One line of code

Cost Overview — Last 24hLive

Total Spend

$1,247

Savings

$834 (67%)

Zombie Agents

2

01 / 03
THE PROBLEM

AIcostsareinvisibleuntiltheydestroyyourrunway.

You get one monthly invoice. You have no idea which agent, workflow, or runaway loop caused half of it. By the time you notice, it's already expensive.

Works with every framework your team uses

OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
OpenAI
OpenAI
Anthropic
Anthropic
LangChain
LangChain
LlamaIndex
LlamaIndex
CrewAI
CrewAI
AutoGen
AutoGen
Mistral
Mistral
Cohere
Cohere
How It Works

Three steps to full cost clarity.

01

Point your SDK at Kostly

Change one line. Your existing code keeps working — every call now flows through the proxy.

# Before
client = OpenAI()
# After
client = OpenAI(
base_url="http://localhost:8080"
)
02

Tag calls with context

Pass agent and task metadata in headers. Kostly attributes costs automatically.

headers={
"x-agent-id": "research-bot",
"x-task-id": "summarise-docs"
}
03

Read the dashboard

See cost by agent, model efficiency, zombie alerts, and savings — in real time.

# Real-time feed
✓ research-bot $0.0042
✓ outreach-bot $0.0011
⚠ old-scraper ZOMBIE
Interactive Demo

See Kostly in action.

Watch a multi-agent workflow run with and without Kostly optimization.

Content Pipeline
Smart Router:OFF

Total Spend

$1,247.83

Avg Cost/Task

$0.43

Savings

$0.00

Zombie Agents

2

Cost Over Time

Cost by Model

Agent Performance

AgentTasksSuccess RateAvg Cost/TaskTotal CostStatus
Researcher
31294%$0.12$37.44 Healthy
Writer
28791%$0.08$22.96 Healthy
Reviewer
19840%$0.45$89.10 Zombie
Summarizer
44597%$0.03$13.35 Healthy
QA Agent
15638%$0.52$81.12 Zombie
Pricing

Free to start. Pay only on savings.

Free

$0 / forever

  • Unlimited API calls proxied
  • Cost dashboard + live feed
  • Agent attribution + tagging
  • Zombie detection
  • Model breakdown
Get started

Smart Router

10–15% of savings

We only charge when we save you money.

  • Everything in Free
  • Automatic model downgrade suggestions
  • One-click routing rules
  • Savings audit trail
  • Priority support

Stop guessing. Start knowing.

Get your first cost breakdown in under two minutes.

Start tracking free →