> ## Documentation Index
> Fetch the complete documentation index at: https://docs.inkwell.finance/llms.txt
> Use this file to discover all available pages before exploring further.

# Scaling dashboard

> Interactive latency and throughput model anchored to the headline measured numbers.

> **CONFIDENTIAL & PROPRIETARY © 2026 Inkwell Finance, Inc. All Rights Reserved.**
>
> This document is for informational purposes only and does not constitute legal, tax, or investment advice, nor an offer to sell or a solicitation to buy any security or other financial instrument. Any examples, structures, or flows described here are design intent only and may change.

The scaling dashboard is the interactive companion to
[Benchmarks](/dagon/performance/benchmarks). It walks through the
headline measured anchors (N=32 match cycle, atomic min) and shows
how scheme, hardware, and capacity choices interact.

<Frame caption="Dagon scaling dashboard — click through to interact">
  <iframe src="https://dagon.so/scaling" width="100%" height="820" style={{ border: "1px solid #2A2A34", background: "#000" }} title="Dagon scaling dashboard" />
</Frame>

Open the dashboard directly: [dagon.so/scaling ↗](https://dagon.so/scaling).

## What it shows

* **Scheme × hardware** — TFHE-style programmable bootstrap on CPU
  and GPU, alongside CKKS as a reference for why a leveled scheme
  does not preserve correctness at the chain depth Dagon's matcher
  needs. See [Why CKKS fails](/dagon/performance/why-ckks-fails).
* **Capacity** — how the per-cycle wall-clock relates to lane count
  inside a single match pool.
* **Production-target projection** — an expected-only band based on
  published primitive costs from the next-generation FHE family;
  not a measurement.

Every number plotted is status-tagged per the
[Methodology](/dagon/performance/methodology) discipline. Anchors
that map to a directly-measured run are highlighted in the UI;
everything else is a derived projection clearly labelled as such.

## Related

<CardGroup cols={2}>
  <Card title="Benchmarks" icon="gauge" href="/dagon/performance/benchmarks">
    The headline measured numbers the dashboard is anchored to.
  </Card>

  <Card title="Methodology" icon="list-check" href="/dagon/performance/methodology">
    The status-tag discipline behind every number on this page.
  </Card>

  <Card title="Why CKKS fails" icon="triangle-exclamation" href="/dagon/performance/why-ckks-fails">
    Why the CKKS configuration is parity-failed at production
    chain depth.
  </Card>
</CardGroup>