WhatAn intelligent routing layer that automatically selects the optimal LLM model (thinking vs. instant, different providers) based on query complexity, latency requirements, and cost constraints.
SignalThe rapid proliferation of model variants — thinking, instant, versioned sub-releases — from a single provider creates genuine confusion about which model to use for what task, and enterprises need abstraction over this chaos.
Why NowOpenAI alone now ships multiple concurrent model tiers (5.3 Instant, 5.2 thinking, codex-spark) and competitors do the same, making manual model selection untenable for production applications.
MarketEnterprise AI teams and SaaS builders spending $10K-$1M+/month on LLM APIs; $5B+ market for AI infrastructure tooling; competes with Martian, Not Diamond, but no dominant winner yet.
MoatProprietary performance benchmarking data across real workloads builds a compounding dataset advantage for routing accuracy.
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