Ship says frontier-like behavior can be routed on demand at lower inference cost
karinanguyen · x · 2026-07-22
Ship argues that not every request deserves frontier-level compute, and that inference systems should dynamically route each request to the cheapest method that can still match frontier behavior.
- The endpoint can choose among a model, tool-using harness, cascade, ensemble, program, or combinations of them.
- The pricing idea is to charge for the intelligence actually used, rather than treating every request as if it needed the most expensive system.
- The accompanying charts claim Ship matches or approaches GPT-5.6 Sol and Claude Opus 4.8 on several benchmarks at a lower cost per task, with the highest gains showing up where cheaper routing is possible.
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