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

Spineshatter Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4446 at 2026-05-22T03:09:07+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

-3.1%

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

Median price volatility

+420.5%

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

  • Karrog's SpineStrong Buy | profit 5g 88s | confidence Medium 72%
  • Veiled Flame SpessariteStrong Buy | profit 4g 55s | confidence Medium 70%
  • Amber BandStrong Buy | profit 3g 78s | confidence Medium 61%
  • Draenei Crystal RodStrong Buy | profit 3g 63s | confidence Low 45%
  • Gezzarak's ClawsStrong Buy | profit 3g 63s | confidence High 77%
  • Tome of Conjure WaterStrong Buy | profit 3g 43s | confidence Low 30%
  • Tanzanite PendantStrong Buy | profit 3g 25s | confidence Low 46%
  • Tourmaline LoopStrong Buy | profit 3g 20s | confidence Low 44%

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 142 | daily value 43614g 62s
  • Large Prismatic Shardprice 19g 94s | sold/day 1,440.1 | auctions 123 | daily value 28725g 60s
  • Flask of Relentless Assaultprice 126g 16s | sold/day 166.2 | auctions 73 | daily value 20968g 58s
  • Primal Mightprice 69g 76s | sold/day 233.1 | auctions 74 | daily value 16259g 71s
  • Netherbloomprice 8g 81s | sold/day 1,684.8 | auctions 98 | daily value 14844g 80s
  • Primal Waterprice 10g 74s | sold/day 1,338.7 | auctions 99 | daily value 14385g 54s
  • Elixir of Major Agilityprice 6g 99s | sold/day 1,692.0 | auctions 109 | daily value 11842g 35s
  • Primal Airprice 17g 19s | sold/day 663.7 | auctions 101 | daily value 11415g 80s

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 22s | Predicted 2g 31s | Buy zone 1g 34s - 1g 58s | Sell zone 2g 22s - 2g 68sExpected ROI +80.3% | Hold 6.1 days | Sell probability 27%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 22s | Predicted 2g 31s | Buy zone 1g 34s - 1g 58s | Sell zone 2g 22s - 2g 68sExpected ROI +80.3% | Hold 6.1 days | Sell probability 27%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 22s | Predicted 2g 31s | Buy zone 1g 34s - 1g 58s | Sell zone 2g 22s - 2g 68sExpected ROI +80.3% | Hold 6.1 days | Sell probability 27%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 79s | Buy zone 2g 20s - 2g 59s | Sell zone 3g 64s - 4g 40sExpected ROI +113.2% | Hold 8.3 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 79s | Buy zone 2g 20s - 2g 59s | Sell zone 3g 64s - 4g 40sExpected ROI +113.2% | Hold 8.3 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 79s | Buy zone 2g 20s - 2g 59s | Sell zone 3g 64s - 4g 40sExpected ROI +113.2% | Hold 8.3 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 0s | Buy zone 1g 74s - 2g 5s | Sell zone 2g 88s - 3g 48sExpected ROI +113.5% | Hold 6.3 days | Sell probability 41%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 70%
  • 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 0s | Buy zone 1g 74s - 2g 5s | Sell zone 2g 88s - 3g 48sExpected ROI +113.5% | Hold 6.3 days | Sell probability 41%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 70%
  • 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 0s | Buy zone 1g 74s - 2g 5s | Sell zone 2g 88s - 3g 48sExpected ROI +113.5% | Hold 6.3 days | Sell probability 41%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 70%
  • 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 5.7 days | Sell probability 46%Liquidity 100% | Manipulation risk 18/100 | Confidence Medium 61%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Broken Modulatorprice 1g 0s | move +13057.9% | sold/day 42.1
  • Lightning Eelprice 85s 68c | move +9527.0% | sold/day 114.4
  • Raw Redgillprice 7s 45c | move +9212.5% | sold/day 191.3
  • Darkshore Grouperprice 56s 17c | move +5517.0% | sold/day 10.2
  • Heavy Shotprice 50c | move +4900.0% | sold/day 192.1
  • Sharp Arrowprice 50c | move +4900.0% | sold/day 721.3
  • Minor Mana Potionprice 4s 95c | move +4400.0% | sold/day 60.6
  • Shredder Operating Manual - Page 5price 3g 99s | move +3927.8% | sold/day 11.1

Shortage Watch

  • 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 -
  • Moongraze Stag Tenderloinsupply 0 | sold/day 20.3 | 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 23 previous market calls for this realm/faction; observed hit rate is 96%.
  • 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

23 previous calls scored. Overall observed hit rate: 96%.

  • Anomaly23 scored | hit rate 96%
  • Other8 category calls scored | hit rate 88%
  • Meat6 category calls scored | hit rate 100%
  • Crafted items3 category calls scored | hit rate 100%
  • Enchanting materials3 category calls scored | hit rate 100%
  • Scroll2 category calls scored | hit rate 100%
  • Junk1 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.