AI Market Analysis | NA | Model ai-market-analysis-v1

Nightslayer Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4358 at 2026-05-21T18:08:24+00:00.

This analysis stores its market calls and checks them against later snapshots, so future confidence can be adjusted by observed signal reliability. Reports are published transparently so users can evaluate the reasoning and outcomes over time.

Median 3-day move

-6.6%

Observed short-term repricing across the latest item feature set.

Median price volatility

+566.3%

Higher values mean less certainty and more need to check repeat snapshots.

Confidence posture

Adaptive / transparent

Conclusions distinguish observed data, inference, speculation, and scored prior outcomes.

Yesterday

Not enough data for this section yet.

Last 7 Days

Not enough data for this section yet.

Hidden Opportunities

  • Akkarai's TalonsStrong Buy | profit 13g 17s | confidence Medium 72%
  • Karrog's SpineStrong Buy | profit 6g 18s | confidence High 79%
  • Tourmaline LoopStrong Buy | profit 5g 82s | confidence Medium 72%
  • Gezzarak's ClawsStrong Buy | profit 5g 46s | confidence Medium 57%
  • Azurite RingStrong Buy | profit 5g 43s | confidence Medium 51%
  • Frozen RuneStrong Buy | profit 3g 72s | confidence Low 31%
  • Amber CapeStrong Buy | profit 3g 43s | confidence Medium 52%
  • Tanzanite PendantStrong Buy | profit 3g 30s | confidence Medium 58%

High-Value, High-Volume Staples

Items in this lane are valuable and sell fast enough to deserve attention even when they are not currently cheap. This catches dependable markets like Mana Thistle instead of only showing discounts or spikes.

  • Mana Thistleprice 34g 99s | sold/day 1,319.7 | auctions 44 | daily value 46186g 75s
  • Large Prismatic Shardprice 18g 44s | sold/day 2,217.1 | auctions 145 | daily value 40904g 31s
  • Netherbloomprice 8g 49s | sold/day 2,620.8 | auctions 48 | daily value 22275g 22s
  • Primal Fireprice 17g 79s | sold/day 1,080.0 | auctions 171 | daily value 19221g 62s
  • Flask of Relentless Assaultprice 118g 99s | sold/day 156.0 | auctions 11 | daily value 18559g 8s
  • Teroconeprice 3g 31s | sold/day 5,099.5 | auctions 159 | daily value 16928g 76s
  • Noble Topazprice 39g 99s | sold/day 414.9 | auctions 151 | daily value 16592g 71s
  • Haste Potionprice 12g 89s | sold/day 1,263.3 | auctions 30 | daily value 16294g 51s

Current Predictions

These are explicit forward-looking calls. Each one is stored and scored against a later snapshot, then folded into future confidence.

  • Karrog's SpineBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 3g 20s | Predicted 5g 29s | Buy zone 3g 50s - 4g 12s | Sell zone 5g 8s - 6g 14sExpected ROI +56.8% | Hold same day | Sell probability 65%Liquidity 100% | Manipulation risk 26/100 | Confidence High 79%
  • Karrog's SpineBuy | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 3g 20s | Predicted 5g 29s | Buy zone 3g 50s - 4g 12s | Sell zone 5g 8s - 6g 14sExpected ROI +56.8% | Hold same day | Sell probability 65%Liquidity 100% | Manipulation risk 26/100 | Confidence High 79%
  • Karrog's SpineBuy | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 3g 20s | Predicted 5g 29s | Buy zone 3g 50s - 4g 12s | Sell zone 5g 8s - 6g 14sExpected ROI +56.8% | Hold same day | Sell probability 65%Liquidity 100% | Manipulation risk 26/100 | Confidence High 79%
  • Deadly Flame SpessariteBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 1g 99s | Predicted 3g 10s | Buy zone 2g 5s - 2g 41s | Sell zone 2g 97s - 3g 59sExpected ROI +47.4% | Hold 4.7 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence High 78%
  • Deadly Flame SpessariteBuy | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 1g 99s | Predicted 3g 10s | Buy zone 2g 5s - 2g 41s | Sell zone 2g 97s - 3g 59sExpected ROI +47.4% | Hold 4.7 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence High 78%
  • Deadly Flame SpessariteBuy | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 1g 99s | Predicted 3g 10s | Buy zone 2g 5s - 2g 41s | Sell zone 2g 97s - 3g 59sExpected ROI +47.4% | Hold 4.7 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence High 78%
  • Akkarai's TalonsBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 2g 99s | Predicted 8g 31s | Buy zone 5g 50s - 6g 48s | Sell zone 7g 98s - 9g 65sExpected ROI +163.5% | Hold 5.3 days | Sell probability 48%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 72%
  • Akkarai's TalonsBuy | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 2g 99s | Predicted 8g 31s | Buy zone 5g 50s - 6g 48s | Sell zone 7g 98s - 9g 65sExpected ROI +163.5% | Hold 5.3 days | Sell probability 48%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 72%
  • Akkarai's TalonsBuy | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 2g 99s | Predicted 8g 31s | Buy zone 5g 50s - 6g 48s | Sell zone 7g 98s - 9g 65sExpected ROI +163.5% | Hold 5.3 days | Sell probability 48%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 72%
  • Tourmaline LoopWatch / test small | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 3g 99s | Predicted 6g 70s | Buy zone 3g 90s - 4g 58s | Sell zone 6g 44s - 7g 78sExpected ROI +59.4% | Hold 3.9 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 72%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Crafted Light Shotprice 2s 0c | move +19900.0% | sold/day 426.8
  • Blue Dyeprice 2g 24s | move +16202.9% | sold/day 13.9
  • Rough Dynamiteprice 66s 57c | move +12460.4% | sold/day 63.3
  • Razor Arrowprice 25s 22c | move +9240.7% | sold/day 1,178.8
  • Stag Meatprice 37s 59c | move +8253.3% | sold/day 31.9
  • Mild Spicesprice 29s 0c | move +3984.5% | sold/day 59.2
  • Rough Copper Bombprice 25s 58c | move +3554.3% | sold/day 22.3
  • Crawler Clawprice 13s 57c | move +3209.8% | sold/day 14.3

Shortage Watch

  • Feathered Arrowsupply 0 | sold/day 164.0 | change -
  • Mageweave Bandagesupply 0 | sold/day 125.7 | change -
  • Spinal Dustsupply 0 | sold/day 111.3 | change -
  • Goretusk Liversupply 0 | sold/day 53.9 | change -
  • Crag Boar Ribsupply 0 | sold/day 48.0 | change -
  • Moongraze Stag Tenderloinsupply 0 | sold/day 29.9 | change -
  • Tough Condor Meatsupply 0 | sold/day 27.9 | change -
  • Goretusk Snoutsupply 0 | sold/day 19.3 | change -

What The AI Learned

  • This analysis stores its market calls and checks them against later snapshots, so future confidence can be adjusted by observed signal reliability. Reports are published transparently so users can evaluate the reasoning and outcomes over time.
  • The feedback loop has evaluated 16 previous market calls for this realm/faction; observed hit rate is 75%.
  • Large short-term movers are being treated as investigation targets first, not automatic buys, because Phase 2 launch activity can include both real demand and stockpiler unloading.
  • Opportunity scoring is most reliable when high profit is supported by sold/day and enough auctions to avoid one-listing bait.
  • High-value, high-volume staple markets are tracked even when they are not discounted, because steady sold/day can matter as much as a one-off bargain.
  • The model lowers confidence where stack-level behavior, cancellations, relists, or unknown external events could explain the observed move.

Prediction Feedback

16 previous calls scored. Overall observed hit rate: 75%.

  • Anomaly16 scored | hit rate 75%
  • Junk6 category calls scored | hit rate 67%
  • Consumables4 category calls scored | hit rate 100%
  • Other4 category calls scored | hit rate 50%
  • Crafted items2 category calls scored | hit rate 100%

Known Limits

  • Data is regional-demand informed and auction-house snapshot based; it is not perfect individual realm/player truth.
  • The system cannot identify individual sellers or buyers.
  • The system cannot see stack sizes, cancellations, relisting behaviour, expired auctions, or player-submitted reports.
  • External in-game event visibility is incomplete, so some market movement may be caused by unknown factors.
  • Confidence is reduced when a market has thin history, low sold/day, low auction count, or extreme one-listing price moves.
  • Very low-price items below 10c are ignored unless sold/day is high enough to show real bulk demand.