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

Spineshatter Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4356 at 2026-05-21T18:08:18+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

-1.6%

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

Median price volatility

+423.8%

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

  • Relentless Earthstorm DiamondStrong Buy | profit 19g 45s | confidence Low 34%
  • Powerful Earthstorm DiamondStrong Buy | profit 17g 57s | confidence Low 35%
  • Earthstorm DiamondStrong Buy | profit 10g 92s | confidence Low 36%
  • Vakkiz's ScaleStrong Buy | profit 7g 17s | confidence Low 16%
  • Tourmaline LoopStrong Buy | profit 6g 19s | confidence Medium 71%
  • Akkarai's TalonsStrong Buy | profit 6g 9s | confidence Low 46%
  • Karrog's SpineStrong Buy | profit 5g 77s | confidence Medium 73%
  • Thorium Shield SpikeStrong Buy | profit 5g 51s | confidence Medium 55%

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 89s | sold/day 1,319.7 | auctions 67 | daily value 51332g 57s
  • Large Prismatic Shardprice 21g 72s | sold/day 2,217.1 | auctions 52 | daily value 48175g 50s
  • Netherbloomprice 9g 15s | sold/day 2,620.8 | auctions 94 | daily value 24006g 0s
  • Primal Fireprice 20g 95s | sold/day 1,080.0 | auctions 136 | daily value 22634g 96s
  • Noble Topazprice 49g 23s | sold/day 414.9 | auctions 291 | daily value 20426g 87s
  • Flask of Relentless Assaultprice 126g 38s | sold/day 156.0 | auctions 92 | daily value 19710g 72s
  • Adamantite Oreprice 1g 60s | sold/day 11,653.6 | auctions 69 | daily value 18700g 46s
  • Haste Potionprice 14g 42s | sold/day 1,263.3 | auctions 27 | daily value 18220g 91s

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 SpineWatch / 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 2g 69s | Predicted 4g 64s | Buy zone 2g 70s - 3g 17s | Sell zone 4g 45s - 5g 38sExpected ROI +63.8% | Hold 5.5 days | Sell probability 44%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 73%
  • Karrog's SpineWatch / 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 2g 69s | Predicted 4g 64s | Buy zone 2g 70s - 3g 17s | Sell zone 4g 45s - 5g 38sExpected ROI +63.8% | Hold 5.5 days | Sell probability 44%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 73%
  • Karrog's SpineWatch / 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 2g 69s | Predicted 4g 64s | Buy zone 2g 70s - 3g 17s | Sell zone 4g 45s - 5g 38sExpected ROI +63.8% | Hold 5.5 days | Sell probability 44%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 73%
  • Gezzarak's ClawsWatch / 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 35s | Predicted 2g 66s | Buy zone 1g 54s - 1g 82s | Sell zone 2g 55s - 3g 9sExpected ROI +87.1% | Hold 5.5 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 72%
  • Gezzarak's ClawsWatch / 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 35s | Predicted 2g 66s | Buy zone 1g 54s - 1g 82s | Sell zone 2g 55s - 3g 9sExpected ROI +87.1% | Hold 5.5 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 72%
  • Gezzarak's ClawsWatch / 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 35s | Predicted 2g 66s | Buy zone 1g 54s - 1g 82s | Sell zone 2g 55s - 3g 9sExpected ROI +87.1% | Hold 5.5 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | 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 0s | Predicted 5g 49s | Buy zone 3g 19s - 3g 75s | Sell zone 5g 27s - 6g 37sExpected ROI +74.0% | Hold 5.2 days | Sell probability 34%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 71%
  • Tourmaline LoopWatch / 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 3g 0s | Predicted 5g 49s | Buy zone 3g 19s - 3g 75s | Sell zone 5g 27s - 6g 37sExpected ROI +74.0% | Hold 5.2 days | Sell probability 34%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 71%
  • Tourmaline LoopWatch / 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 3g 0s | Predicted 5g 49s | Buy zone 3g 19s - 3g 75s | Sell zone 5g 27s - 6g 37sExpected ROI +74.0% | Hold 5.2 days | Sell probability 34%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 71%
  • 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 2g 38s | Predicted 3g 77s | Buy zone 2g 19s - 2g 58s | Sell zone 3g 62s - 4g 38sExpected ROI +50.1% | Hold 8.8 days | Sell probability 32%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 70%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Lightning Eelprice 99s 81c | move +10990.0% | sold/day 106.2
  • Medium Armor Kitprice 19g 58s | move +10777.8% | sold/day 23.5
  • Darkshore Grouperprice 64s 70c | move +6370.0% | sold/day 12.2
  • Small Glimmering Shardprice 1g 29s | move +5779.2% | sold/day 158.5
  • Raw Redgillprice 9s 93c | move +4413.6% | sold/day 203.8
  • Raw Slitherskin Mackerelprice 4s 59c | move +2768.8% | sold/day 34.6
  • Scroll of Protectionprice 98s 66c | move +2503.2% | sold/day 28.6
  • Sharp Arrowprice 25c | move +2400.0% | sold/day 512.9

Shortage Watch

  • Crafted Solid Shotsupply 0 | sold/day 676.6 | change -
  • Irradiated Crystal Shardsupply 0 | sold/day 216.1 | change -
  • Raptor Hidesupply 0 | sold/day 164.1 | change -
  • Elixir of Minor Defensesupply 0 | sold/day 104.9 | change -
  • Goldthorn Teasupply 0 | sold/day 70.0 | change -
  • Solid Shotsupply 0 | sold/day 66.9 | change -
  • Heavy Mageweave Bandagesupply 0 | sold/day 57.0 | change -
  • Heavy Shotsupply 0 | sold/day 46.8 | 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 6 previous market calls for this realm/faction; observed hit rate is 83%.
  • 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

6 previous calls scored. Overall observed hit rate: 83%.

  • Anomaly6 scored | hit rate 83%
  • Other3 category calls scored | hit rate 67%
  • Crafted items2 category calls scored | hit rate 100%
  • Meat1 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.