Coverage
8/8
8 markets have full feature analysis. 0 are waiting for feature-layer data.
Temporal market-learning system | 2026-05-22
AI Market Command
Live market structure, liquidity, manipulation checks, and accountable predictions across every supported auction house.
This is the model workspace: daily analysis, prediction records, accuracy tracking, and learning notes are kept together so the AI can improve against real outcomes.
Observed Items
9,112
Items currently feeding the full AI analysis layer.
Accountability
Ledger
Open prediction records, accuracy over time, and the daily learning blog.
Gold Performance
Weekly P/L
Shows theoretical gold earned or lost from flip calls, split by realm and faction because each auction house is its own market.
Reasoning Chain
- 1. Market structureCompare price, depth, spread, listing frequency, and historical norms.
- 2. LiquidityEstimate realistic sale probability and time-to-sale before recommending capital.
- 3. Anomaly checksFlag scarcity, fake walls, resets, and manipulated-looking spikes.
- 4. Outcome scoringStore predictions first, then score them against later snapshots.
Market Screens
Learning Rules
- Reward repeatable patternsRaise confidence only when a signal keeps working.
- Penalize failed strategiesReduce trust in categories and regimes that miss.
- Watch regime shiftsAdapt faster when liquidity, volatility, or player behaviour changes.
EU | Horde
Thunderstrike
1,145 items analyzed | median 3-day move -3.8%
EU | Alliance
Thunderstrike
1,130 items analyzed | median 3-day move -4.8%
EU | Horde
Spineshatter
1,145 items analyzed | median 3-day move +2.5%
EU | Alliance
Spineshatter
1,134 items analyzed | median 3-day move -0.9%
NA | Horde
Nightslayer
1,147 items analyzed | median 3-day move +0.5%
NA | Alliance
Nightslayer
1,137 items analyzed | median 3-day move +1.1%
NA | Horde
Dreamscythe
1,141 items analyzed | median 3-day move +2.7%
NA | Alliance
Dreamscythe
1,133 items analyzed | median 3-day move +0.0%