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

Nightslayer Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4398 at 2026-05-21T22:08:24+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

-5.1%

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

Median price volatility

+559.2%

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 12g 26s | confidence Medium 74%
  • Azurite RingStrong Buy | profit 8g 31s | confidence Medium 68%
  • Tourmaline LoopStrong Buy | profit 5g 81s | confidence Medium 72%
  • Karrog's SpineStrong Buy | profit 5g 56s | confidence High 81%
  • Gezzarak's ClawsStrong Buy | profit 4g 83s | confidence Medium 58%
  • Blade Dancer's WristguardsStrong Buy | profit 3g 70s | confidence Low 24%
  • Frozen RuneStrong Buy | profit 3g 49s | confidence Low 33%
  • Purified Shadow PearlStrong Buy | profit 3g 29s | confidence Low 19%

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 35g 60s | sold/day 1,319.7 | auctions 16 | daily value 46990g 85s
  • Large Prismatic Shardprice 18g 14s | sold/day 2,217.1 | auctions 182 | daily value 40236g 52s
  • Netherbloomprice 8g 29s | sold/day 2,620.8 | auctions 112 | daily value 21751g 59s
  • Flask of Relentless Assaultprice 124g 87s | sold/day 156.0 | auctions 29 | daily value 19475g 34s
  • Primal Fireprice 17g 77s | sold/day 1,080.0 | auctions 103 | daily value 19202g 18s
  • Haste Potionprice 14g 49s | sold/day 1,263.3 | auctions 13 | daily value 18316g 16s
  • Teroconeprice 3g 58s | sold/day 5,099.5 | auctions 129 | daily value 18295g 93s
  • Noble Topazprice 39g 87s | sold/day 414.9 | auctions 137 | daily value 16546g 12s

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 73%Liquidity 100% | Manipulation risk 26/100 | Confidence High 81%
  • 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 73%Liquidity 100% | Manipulation risk 26/100 | Confidence High 81%
  • 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 73%Liquidity 100% | Manipulation risk 26/100 | Confidence High 81%
  • 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 4s | Buy zone 2g 1s - 2g 37s | Sell zone 2g 92s - 3g 53sExpected ROI +44.9% | Hold 5.5 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • 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 4s | Buy zone 2g 1s - 2g 37s | Sell zone 2g 92s - 3g 53sExpected ROI +44.9% | Hold 5.5 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • 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 4s | Buy zone 2g 1s - 2g 37s | Sell zone 2g 92s - 3g 53sExpected ROI +44.9% | Hold 5.5 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • 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 7g 79s | Buy zone 5g 16s - 6g 7s | Sell zone 7g 48s - 9g 3sExpected ROI +146.8% | Hold 3.6 days | Sell probability 59%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 74%
  • 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 7g 79s | Buy zone 5g 16s - 6g 7s | Sell zone 7g 48s - 9g 3sExpected ROI +146.8% | Hold 3.6 days | Sell probability 59%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 74%
  • 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 7g 79s | Buy zone 5g 16s - 6g 7s | Sell zone 7g 48s - 9g 3sExpected ROI +146.8% | Hold 3.6 days | Sell probability 59%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 74%
  • 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 4.4 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 72%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Light Shotprice 9g 55s | move +9554500.0% | sold/day 26.4
  • Tigerseye Bandprice 7000g 0s | move +1014686.9% | sold/day 18.3
  • Crafted Light Shotprice 2s 0c | move +19900.0% | sold/day 426.8
  • Impact Shotprice 99s 99c | move +17139.7% | sold/day 98.8
  • Rough Dynamiteprice 66s 52c | move +12943.1% | sold/day 63.3
  • Razor Arrowprice 25s 22c | move +9600.0% | sold/day 1,178.8
  • White Smoke Flareprice 1g 99s | move +7560.5% | sold/day 118.8
  • Stag Meatprice 30s 99c | move +6943.2% | sold/day 31.9

Shortage Watch

  • Heavy Scorpid Scalesupply 0 | sold/day 132.3 | change -
  • Spinal Dustsupply 0 | sold/day 111.3 | change -
  • Ring of Twilight Shadowssupply 0 | sold/day 55.0 | change -
  • Goretusk Liversupply 0 | sold/day 53.9 | change -
  • Crag Boar Ribsupply 0 | sold/day 48.0 | change -
  • Nightscape Pantssupply 0 | sold/day 39.2 | change -
  • Black Mageweave Headbandsupply 0 | sold/day 37.2 | change -
  • Moongraze Stag Tenderloinsupply 0 | sold/day 29.9 | 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.