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OptiRoute
OptiRoute is a hybrid LLM routing system that directs tasks to the cheapest capable model — local inference or cloud models via Fireworks AI — based on task type and complexity. A capability matrix maps categories like math, code, and reasoning to the right model, while deterministic shortcuts bypass LLM calls entirely for exact-answer tasks like counting and arithmetic. Low-confidence responses automatically escalate to stronger models. The result: near-optimal accuracy at minimal token cost, stress-tested against adversarial and edge-case prompts to catch hallucination, truncation, and misrouting before deployment.
Hackathon link
13 Jul 2026
