Compare. Validate. Optimize.
Switch AI models without the risk.
Evaluate more cost-efficient models using your real prompts — and see exactly how they compare.
Cut LLM Spend Without Compromising Quality
Optimetric helps AI teams safely switch to more affordable models by making quality trade-offs easy to evaluate. Using real prompt data and built-in tools, it surfaces risks and savings clearly—before you make the move.
Offline Evaluation
Evaluate and compare AI models on your historical prompt logs:
Smart quality detection built-in
Optimetric uses a separate evaluation model to flag responses with potential quality changes. These are highlighted for efficient human review, making it easier to scale analysis and minimize oversight.
Compare model outputs side-by-side
Run your actual prompt logs through any two models
See cost & token savings instantly
Get per-query and aggregate cost breakdowns
Spot regressions before they ship
Highlight hallucinations, tone shifts, and unexpected changes
Make data-backed decisions
Export reports, share verdicts, build trust with stakeholders
Real-Time Optimization Coming Soon
Use Optimetric's smart LLM router in production to automatically route queries to the most cost-efficient model without sacrificing quality. It works hand-in-hand with your offline evaluations to continuously improve decisions based on real usage.
Suggest the best model for each route
Intelligent routing based on query characteristics and performance requirements
Host open models for compliant inference
Deploy and manage models in your own infrastructure for maximum control
AI cost control center
Centralized management of your AI spend with detailed analytics and optimization recommendations
Enterprise-Ready from Day One
Deploy with confidence in any environment with enterprise-grade security and compliance features.
Self-hostable or single-tenant SaaS
Deploy on your infrastructure or let us handle it.
SOC 2, HIPAA, and GDPR-aligned architecture
Built with compliance in mind from the ground up.
Ready for vendor reviews
Audit trails and compliance checklists available.
Bring your own keys
OpenAI, Anthropic, Gemini, or wire up your own hosted model.
Optional air-gapped deployment
Maximum security for sensitive environments.
Ready for regulated use cases
Healthcare, finance, and other compliance-heavy industries.
Try Optimetric Free
Ready to optimize your AI model strategy? Start comparing models and see exactly how much you could save.