onefrontieronefrontier.ai

What this path costs, and what it does.

The card says what will launch. This page says what a launch actually did — one row per rented box, every number from a paid hour.

1measured cells
$5.49/h cheapest observed
8GPU minimum
7published launches

The cells.

Each row is one launch on one box. A field the capture did not record stays empty rather than being inferred from a neighbouring cell.

The measured cells, from package/catalog/performance.yaml.
hardware engine TP price KV pool decode TTFT measured
rtx-pro-6000-x4 vllm 4 $5.49/h — — — 2026-10

Why performance is not on the card.

A card is per weight path. Performance is per cell — the same weights on four cards is a different machine from the same weights on eight. Putting a number on the card would make one cell speak for every box the model could run on.

So the card carries a performance: link and nothing else. This page is where the measurements accumulate: each launch against this path appends a row, and the row names the box, the engine, the tensor-parallel width, and the price that hour actually cost.

A cell that fails is recorded too. A path whose every launch failed is a different answer from a path nobody tried, and this page keeps them distinguishable.