Genosis
LLM cost optimization that learns from your traffic
What is Genosis?
Genosis is an LLM cost optimisation tool designed to reduce spending on large language model APIs without requiring changes to your application code. It sits between your application and LLM providers, analysing your traffic patterns to identify opportunities for cost savings. The tool works by learning from your actual usage over time, applying optimisations across three different layers. Because it operates content-blind, it doesn't inspect or store the text being processed, which appeals to teams with privacy concerns. The open-source SDK makes integration straightforward, and the freemium pricing model means you only pay when the tool actually saves you money.
Key Features
Traffic analysis
monitors your LLM API usage patterns to identify optimisation opportunities
Three-layer optimisation
applies multiple cost-reduction strategies simultaneously
Content-blind processing
optimises without accessing or storing message content
Open-source SDK
available code allows inspection and self-hosting if needed
Pay-for-savings model
only charged when the tool generates actual cost reductions
Simple integration
connects to your existing LLM setup with minimal configuration
Pros & Cons
Advantages
- Reduces LLM API costs without code changes to your application
- Privacy-conscious approach that doesn't examine message content
- Open-source SDK provides transparency and flexibility
- Pay-only-when-you-save pricing removes financial risk from trying the tool
- Learns from your specific traffic patterns for tailored optimisations
Limitations
- Effectiveness depends on your usage patterns; savings may vary significantly between applications
- Requires integration time and setup, even if relatively simple
Use Cases
SaaS companies looking to reduce LLM API spend without disrupting service
High-volume LLM applications where small cost per-request savings compound
Development teams needing cost control when scaling LLM features
Organisations with privacy requirements that limit traffic inspection options