Evidence

Published benchmarks

Every public statement is marked by what it proves: product lifecycle, shipped capability, planned work, beta operation or illustrative sample.

measured / 2026-08-13

What current hardware serves per node

Published MLPerf Inference v6.0 results for open-weight models on single nodes.

These are third-party audited results, not an Infegate deployment measurement and not a forecast for a customer workload.

modelled / 2026-08-13

Self-hosting usually loses on token cost

A published break-even model for open-weight inference against public API prices.

This is an external model from list prices. It is not our measurement, and it does not predict a customer deployment.