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KOTENAI

Reduce your LLM bills

A single line of code. Same response quality. Up to 50% savings on your LLM costs.

One line integration

Simply change your base URL. Nothing else to modify.

integration.py
import openai

# Simply change the base URL
openai.base_url = "https://gateway.kotenai.com/v1"
openai.api_key = "KOTEN_API_KEY"

response = openai.chat.completions.create( 
    model="claude-opus-5", 
    messages=[{"role": "user", "content": prompt}] 
)
TOKENS SAVED
-48.2%

AI is costing you more and more. Koten offers a solution.

01

A single line of code

Installs instantly between your application and your LLM without modifying your business logic.

02

Real-time optimization

Each request is analyzed and optimized automatically to reduce your costs without perceptible latency.

03

Same response quality

Reduce your bills effortlessly without compromising the precision and quality of your responses.

The AI layer that optimizes every request.

Fewer tokens. Lower costs. Same response quality.

Your application
● Active stream

RAG, AI Agents, Chat, APIs, Workflows...

baseURL = gateway.kotenai.com
Koten AIKoten
Intelligent per-request optimization
LLMsAll models
OpenAI
GPT-4o, o1, o3...
Anthropic
Claude 3.5, Opus, Sonnet...
Mistral
Large 2, Codestral, NeMo...
Google
Gemini 1.5, 2.0 Flash/Pro...
Up to 50%* savings
on your LLM costs
Response quality
100% preserved
Easy integration
with your existing stack

* Observed savings will depend on your RAG, Agentic, and chat use cases.

Calculate Your LLM Savings

Select your monthly budget and main use case.

$10 000
$1 000$100 000+
TOKEN COMPARISON
-45% de tokens
Without Koten8 000 tokens
With Koten4 400 tokens
SAVINGS / MONTH
$4 500
SAVINGS / YEAR
$54 000
Request a demo →

Track the real-time impact on your LLM costs

All the control you need

Analyze KOTEN's efficiency and visualize the direct impact on your final billing at a glance.

  • Real-time analytics (AI Agent, RAG, Chat)
  • Number of optimized requests
  • Cost without Koten VS Koten
dashboard.kotenai.com
Tokens Saved
2.4M
+12% this month
Cost Avoided
$8,240
+18% this month
Optimized Requests
142K
+24% this month
Optimization Rate
48.2%
stable this month
Cumulative savings (last 30 days)

Integrates in minutes

1

Change the URL

Replace your current base URL with Koten's. A single line change, no modification to your logic.

openai.base_url = "https://gateway.kotenai.com/v1"
2

Koten Optimizes

Our algorithms compress and analyze your requests automatically to maximize efficiency and cut costs.

# Automatic | zero latency impact (<10ms)
3

Track your savings

Visualize your savings and performance improvements in real-time directly inside the Koten Dashboard.

# Dashboard → dashboard.kotenai.com

Built for demanding teams

Security and compliance at the core of our infrastructure.

01

GDPR Compliant

Your data is never stored nor shared with third parties.

02

On-premise Deployment

Install Koten directly on your private cloud infrastructure.

03

No Prompt Storage

Your prompts are never recorded or stored by Koten.

Learn more about our security →

Frequently Asked Questions

Koten optimizes the structure and compression of tokens sent to LLMs. We reduce redundancy and reformulate queries to consume fewer tokens while preserving full semantic meaning. The output is identical, the cost is cut.

Talk to an expert

Discover how Koten can integrate into your infrastructure and start saving today.

Book a demo.

No commitment · Response within 24h