Tokenless | The router that cuts your inference bill in half

TokenlessA drop-in replacement for your API calls — always routed to the right model.Same quality, half the cost.Most calls don’t need a frontier model. Tokenless fans out your request to a group of models and watches them think. Once a model is clearly on track, we select it and cancel the other models, and you only pay for what you need.We expose an OpenAI and Anthropic compatible endpoint. Point your models at us and get started today!>refactor CLI options into an enumtime →confidence, per modelthis request$0.0000$0.0000sent to Fable 5$0.0000$0.0000−52% · $0.0101 never billedMeasured, not marketed.Cost versus quality on public coding benchmarks — the same quality as Opus 4.8, at a fraction of the cost per task.60%70%80%90%$0.20$0.50$1$2$5← $ / task (log)solved →PROGPT 5.5Opus 4.8MAXModelSolved$ / taskvs Cheap.PRO72%$0.32-57%GPT 5.576%$0.74—Opus 4.872%$2.41—MAX82%$6.70—PROGPT 5.5Opus 4.8MAXTerminalBench 2.1Solved72%76%72%82%$ / task$0.32$0.74$2.41$6.70vs Cheapest-57%———LiveCodeBenchSolved89.0%85.7%88.9%90.4%total $$74.78$84.27$80.01$85.33vs Cheapest-7%———Need maximum quality instead of maximum savings? MAX routes each task to the best available model.See what you’d save.YOUR MONTHLY LLM SPENDYOUR MONTHLY BILL$14K/moOFF YOUR BILL*you pay $26K/mosaved $14K/moyou pay $26K/mosaved $14K/mo$0$40K/mo — your bill todayYOUR NEXT 12 MONTHSTREND: RAMP AI INDEX · +11.0%/MO$20K/mo$40K/mo$60K/mo$80K/mo$100K/mo$120K/mocurrent trajectorywith tokenless$344KSAVED OVER THE NEXT YEAR−12 MOTODAY+12 MONEW MONTHLY BILL$26K/moBLENDED SAVINGS RATE34%REQUESTS REROUTED42%CURRENT BILL$40K/mo* Estimates use published token prices (including cache rates) and editable routing assumptions in the source. Your rate depends on your traffic. Spend history & trend: Ramp AI Index — AI spend per employee, Jun 2025–Jun 2026, matched to the cohort your spend sits in and extrapolated at its trailing 12-month growth.Built by AI researchers from Google DeepMind, Princeton, and UC Berkeley.Backed by Y Combinator.Cut the bill. Keep the quality.Book a demo and we’ll run the numbers on your actual traffic — or swap two lines and see for yourself.