PatchOracle

Hypixel SkyBlock · Bazaar Ledger

Capture rises with patience and order depth. Fill rate falls.

Gate A's frontier over the bazaar's daily panel. This is the project's actual finding, not a claim about it. The chart below is the whole method in one figure, including the reason it stops where it does.

Not published in this build yet. The Gate A frontier sidecar (gate-a-frontier.csv) isn't part of the promoted manifest. See the research index for the same finding in prose.

Separately: 1,868 bazaar items directly recorded by this project's own recorder, covering 15 Sep 2026 to 8 Oct 2026. This is a young ledger and it is still growing. A wider public historical panel exists but is not currently redistributable (see the method).

Live true touch

Polled directly from the Worker (patchoracle-seed #144), not the panel below.

Checking the live feed…

Recorder freshness

This page is a static build, so the figure below is from build time rather than a live counter.

Last recorder observation under 2 minutes ago1,805,843 live ticks · 490,231 complete 2-hour bars

Browse the catalog

Search the full index →

Showing 12 of 1,868 items in the catalog, in alphabetical order. A sample, not a ranking. The full index is searchable and sortable.

Recommendation Lab

A ranked view of the market is not shown here. This project gates any opportunity ranking behind evidence, meaning a cohort-level result with a stated sample size, methodology and limitations, rather than a raw biggest-mover list, which is a trading signal this site has not earned the right to imply. That evidence-gated recommender is future work, not yet wired to a live route.

DISABLED · PENDING THE EVIDENCE-GATED RECOMMENDER

Frozen abstention example

Lifecycle
Disabled
Evidence
Gate not passed
Expiration
Expired · 2026-08-01T12:05:00Z
Outcome
Abstain

Abstain. Recommendation support is disabled.

Frozen empty-market example

Lifecycle
Shadow
Evidence
Shadow only
Expiration
Expired · 2026-08-01T12:05:00Z
Outcome
No candidate

No candidate qualifies. There is no least-bad fallback.

Fixtures only · expired by construction · no current prices, candidates or provider output.

Patch record

287 official notices matched to fixed cohort-wide price aggregates.

View patch events →

Paper / proxy execution

Paper Portfolios

Open full ledger →

A paper-portfolio publication is not available in this build.

Analyst beta contract

Ask questions with the evidence attached

Open the fixture preview →

Exercise live, degraded, quota and gallery response states without provider credentials. Conversations stay in the tab, item ambiguity resolves before a turn, and unsupported buying advice abstains.

What this data is, precisely

Self-collected, not archived. Every series here comes from this project's own recorder polling Hypixel directly, not a multi-year CoflNet archive, which is currently excluded from publication by redistribution policy.

Ask above bid, always. Hypixel names order books after the player's action rather than the side of the book, which inverts a naive read. Verified across 1,693 products before any of this was plotted.

Nothing here trades. The bazaar API is read-only and automating the game client breaks Hypixel's rules, so every execution result on this site comes from simulation against recorded order books. Full method.

Panel built 2026-10-08 · coverage 2026-09-15 → 2026-10-08