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

Spineshatter Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4436 at 2026-05-22T02:07:54+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

-2.3%

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

Median price volatility

+418.6%

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

  • Earthstorm DiamondStrong Buy | profit 9g 48s | confidence Low 35%
  • Karrog's SpineStrong Buy | profit 6g 2s | confidence Medium 72%
  • Veiled Flame SpessariteStrong Buy | profit 4g 64s | confidence Medium 69%
  • Amber BandStrong Buy | profit 3g 80s | confidence Medium 61%
  • Gezzarak's ClawsStrong Buy | profit 3g 67s | confidence High 77%
  • Draenei Crystal RodStrong Buy | profit 3g 64s | confidence Low 45%
  • Tome of Conjure WaterStrong Buy | profit 3g 49s | confidence Low 37%
  • Tanzanite PendantStrong Buy | profit 3g 26s | confidence Low 46%

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 38g 39s | sold/day 1,135.9 | auctions 116 | daily value 43617g 69s
  • Large Prismatic Shardprice 19g 98s | sold/day 1,440.1 | auctions 124 | daily value 28788g 25s
  • Flask of Relentless Assaultprice 126g 16s | sold/day 166.2 | auctions 75 | daily value 20968g 63s
  • Primal Mightprice 69g 76s | sold/day 233.1 | auctions 76 | daily value 16259g 71s
  • Primal Waterprice 10g 74s | sold/day 1,338.7 | auctions 104 | daily value 14385g 94s
  • Netherbloomprice 8g 22s | sold/day 1,684.8 | auctions 104 | daily value 13863g 24s
  • Greater Planar Essenceprice 6g 99s | sold/day 1,711.8 | auctions 63 | daily value 11971g 78s
  • Primal Airprice 17g 99s | sold/day 663.7 | auctions 87 | daily value 11946g 20s

Current Predictions

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

  • Gezzarak's ClawsAvoid | 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 25s | Predicted 2g 33s | Buy zone 1g 35s - 1g 59s | Sell zone 2g 23s - 2g 70sExpected ROI +77.2% | Hold 6.3 days | Sell probability 26%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • Gezzarak's ClawsAvoid | 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 25s | Predicted 2g 33s | Buy zone 1g 35s - 1g 59s | Sell zone 2g 23s - 2g 70sExpected ROI +77.2% | Hold 6.3 days | Sell probability 26%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • Gezzarak's ClawsAvoid | 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 25s | Predicted 2g 33s | Buy zone 1g 35s - 1g 59s | Sell zone 2g 23s - 2g 70sExpected ROI +77.2% | Hold 6.3 days | Sell probability 26%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • Karrog's SpineAvoid | 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 69s | Predicted 3g 85s | Buy zone 2g 24s - 2g 63s | Sell zone 3g 70s - 4g 47sExpected ROI +116.5% | Hold 8.2 days | Sell probability 18%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 72%
  • Karrog's SpineAvoid | 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 69s | Predicted 3g 85s | Buy zone 2g 24s - 2g 63s | Sell zone 3g 70s - 4g 47sExpected ROI +116.5% | Hold 8.2 days | Sell probability 18%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 72%
  • Karrog's SpineAvoid | 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 69s | Predicted 3g 85s | Buy zone 2g 24s - 2g 63s | Sell zone 3g 70s - 4g 47sExpected ROI +116.5% | Hold 8.2 days | Sell probability 18%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 72%
  • Veiled Flame SpessariteWatch / 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 1g 33s | Predicted 3g 3s | Buy zone 1g 76s - 2g 7s | Sell zone 2g 91s - 3g 52sExpected ROI +116.1% | Hold 6.9 days | Sell probability 37%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 69%
  • Veiled Flame SpessariteWatch / test small | 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 33s | Predicted 3g 3s | Buy zone 1g 76s - 2g 7s | Sell zone 2g 91s - 3g 52sExpected ROI +116.1% | Hold 6.9 days | Sell probability 37%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 69%
  • Veiled Flame SpessariteWatch / test small | 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 33s | Predicted 3g 3s | Buy zone 1g 76s - 2g 7s | Sell zone 2g 91s - 3g 52sExpected ROI +116.1% | Hold 6.9 days | Sell probability 37%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 69%
  • Amber BandBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 4g 43s | Predicted 6g 1s | Buy zone 3g 98s - 4g 68s | Sell zone 5g 77s - 6g 98sExpected ROI +28.8% | Hold 5.6 days | Sell probability 47%Liquidity 100% | Manipulation risk 18/100 | Confidence Medium 61%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Broken Modulatorprice 1g 44s | move +18720.8% | sold/day 42.1
  • Lightning Eelprice 85s 68c | move +9527.0% | sold/day 114.4
  • Raw Redgillprice 7s 46c | move +9225.0% | sold/day 191.3
  • Darkshore Grouperprice 57s 2c | move +5602.0% | sold/day 10.2
  • Heavy Shotprice 50c | move +4900.0% | sold/day 192.1
  • Shredder Operating Manual - Page 5price 3g 99s | move +3923.6% | sold/day 11.1
  • Minor Mana Potionprice 4s 96c | move +3715.4% | sold/day 60.6
  • Scorpid Stingerprice 8s 92c | move +3468.0% | sold/day 13.1

Shortage Watch

  • Sharp Arrowsupply 0 | sold/day 721.3 | change -
  • Crafted Solid Shotsupply 0 | sold/day 238.8 | change -
  • Irradiated Crystal Shardsupply 0 | sold/day 115.9 | change -
  • Rough Arrowsupply 0 | sold/day 96.7 | change -
  • Goldthorn Teasupply 0 | sold/day 90.0 | change -
  • Mild Spicessupply 0 | sold/day 66.3 | change -
  • Explosive Rocketsupply 0 | sold/day 32.8 | change -
  • Imbued Netherweave Tunicsupply 0 | sold/day 20.9 | 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 18 previous market calls for this realm/faction; observed hit rate is 94%.
  • 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

18 previous calls scored. Overall observed hit rate: 94%.

  • Anomaly18 scored | hit rate 94%
  • Other7 category calls scored | hit rate 86%
  • Meat5 category calls scored | hit rate 100%
  • Crafted items3 category calls scored | hit rate 100%
  • Enchanting materials2 category calls scored | hit rate 100%
  • Scroll1 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.