Compression
Bits per weight, artifact size, and footprint matter because they decide what hardware can run what model.
Benchmarks
Here is where the compression earns the headline.
Supernova only gets to call itself state-of-the-art if the numbers hold up. This page is where compression, quality, and footprint have to survive contact with real measurements.
Quality
Parity, Frontier High, and Frontier Low only matter if their tradeoffs are visible in the numbers.
Reality
The point is not to print flattering throughput. The point is to show what the compression actually buys you.
Benchmark Policy
Show the operating point, not just the best-looking number.
The useful benchmark is the one that makes the tradeoff legible: how much smaller the artifact is, what that does to quality, and what kind of runtime story comes with it.