Tokenless PRO Matches Top AI Models at a Fraction of the Cost

Tokenless, a YC-backed startup, says its PRO router tier matched frontier models on two benchmarks: 72% task completion on TerminalBench 2.1 at $0.32 per task versus Claude Opus 4.8's 72% at $2.41, and 89.0% on LiveCodeBench at $74.78 versus Opus 4.8's 88.9% at $80.01. PRO undercuts the cheapest comparable rival by 57%, the company says. All figures are self-reported.