World Model Optimizer - Distill frontier models for 40% cost reduction

Show HN: Distill and serve small models with frontier quality for half the cost

World Model Optimizer - Distill frontier models for 40% cost reduction

World Model Optimizer transforms existing agent traces into a continuous improvement loop, delivering frontier-quality model performance at 40% lower costs. By leveraging world model simulations, meta-harness optimization, and advanced distillation techniques, it enables developers to build and serve optimized small models effortlessly. Whether using the CLI to tune routers on OTel traces or deploying via the hosted platform with E2B sandboxes, this tool ensures every candidate change is rigorously evaluated before becoming the new champion harness. It bridges the gap between expensive frontier models and efficient, high-performance deployment.

Start with a model endpoint at frontier quality with 40%+ lower cost. Keep improving it with world model simulations, meta-harness optimization, and model distillation.

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2026-07-26