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

Thunderstrike Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 3501 at 2026-05-21T23:07:08+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

-3.8%

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

Median price volatility

+545.6%

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

  • Akkarai's TalonsStrong Buy | profit 10g 13s | confidence Medium 66%
  • Vakkiz's ScaleStrong Buy | profit 10g 9s | confidence Low 46%
  • Karrog's SpineStrong Buy | profit 6g 14s | confidence Medium 74%
  • Tourmaline LoopStrong Buy | profit 5g 84s | confidence Medium 65%
  • Tome of Conjure WaterStrong Buy | profit 3g 46s | confidence Medium 53%
  • Amber BandStrong Buy | profit 3g 31s | confidence Medium 52%
  • Royal NightseyeStrong Buy | profit 3g 10s | confidence Low 42%
  • Rigid Azure MoonstoneStrong Buy | profit 3g 5s | confidence Medium 71%

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.

  • Large Prismatic Shardprice 22g 55s | sold/day 2,217.1 | auctions 52 | daily value 50015g 91s
  • Mana Thistleprice 35g 99s | sold/day 1,319.7 | auctions 120 | daily value 47508g 31s
  • Primal Fireprice 19g 22s | sold/day 1,080.0 | auctions 120 | daily value 20759g 97s
  • Flask of Relentless Assaultprice 129g 96s | sold/day 156.0 | auctions 58 | daily value 20269g 91s
  • Adamantite Oreprice 1g 65s | sold/day 11,653.6 | auctions 153 | daily value 19242g 35s
  • Noble Topazprice 45g 0s | sold/day 414.9 | auctions 280 | daily value 18670g 63s
  • Primal Waterprice 11g 55s | sold/day 1,567.0 | auctions 63 | daily value 18102g 54s
  • Greater Planar Essenceprice 8g 88s | sold/day 1,918.6 | auctions 37 | daily value 17055g 79s

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 99s | Predicted 5g 73s | Buy zone 3g 80s - 4g 47s | Sell zone 5g 50s - 6g 65sExpected ROI +36.3% | Hold 2.2 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 74%
  • 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 99s | Predicted 5g 73s | Buy zone 3g 80s - 4g 47s | Sell zone 5g 50s - 6g 65sExpected ROI +36.3% | Hold 2.2 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 74%
  • 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 99s | Predicted 5g 73s | Buy zone 3g 80s - 4g 47s | Sell zone 5g 50s - 6g 65sExpected ROI +36.3% | Hold 2.2 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 74%
  • Rigid Azure MoonstoneBuy | 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 4g 5s | Buy zone 2g 68s - 3g 15s | Sell zone 3g 89s - 4g 70sExpected ROI +28.5% | Hold 6.5 days | Sell probability 52%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 71%
  • Rigid Azure MoonstoneBuy | 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 4g 5s | Buy zone 2g 68s - 3g 15s | Sell zone 3g 89s - 4g 70sExpected ROI +28.5% | Hold 6.5 days | Sell probability 52%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 71%
  • Rigid Azure MoonstoneBuy | 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 4g 5s | Buy zone 2g 68s - 3g 15s | Sell zone 3g 89s - 4g 70sExpected ROI +28.5% | Hold 6.5 days | Sell probability 52%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 71%
  • 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 9g 11s | Predicted 12g 35s | Buy zone 8g 17s - 9g 62s | Sell zone 11g 85s - 14g 32sExpected ROI +28.7% | Hold 2.6 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 66%
  • 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 9g 11s | Predicted 12g 35s | Buy zone 8g 17s - 9g 62s | Sell zone 11g 85s - 14g 32sExpected ROI +28.7% | Hold 2.6 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 66%
  • 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 9g 11s | Predicted 12g 35s | Buy zone 8g 17s - 9g 62s | Sell zone 11g 85s - 14g 32sExpected ROI +28.7% | Hold 2.6 days | Sell probability 49%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 66%
  • 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 4g 99s | Predicted 7g 3s | Buy zone 4g 8s - 4g 80s | Sell zone 6g 74s - 8g 15sExpected ROI +33.6% | Hold 3.0 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 65%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Light Shotprice 3g 55s | move +93465.8% | sold/day 26.4
  • Hot Spicesprice 4g 49s | move +69127.7% | sold/day 50.3
  • Giant Clam Meatprice 99s 90c | move +19880.0% | sold/day 17.3
  • Mithril Gyro-Shotprice 21s 0c | move +17400.0% | sold/day 901.4
  • Cracked Vialprice 29s 87c | move +10200.0% | sold/day 51.9
  • Lynx Meatprice 1s 63c | move +3160.0% | sold/day 137.3
  • Scroll of Stamina IIIprice 1g 95s | move +2386.5% | sold/day 15.5
  • Mithril Head Troutprice 1s 97c | move +2362.5% | sold/day 40.0

Shortage Watch

  • Refreshing Spring Watersupply 0 | sold/day 124.5 | change -
  • Scroll of Agility IIsupply 0 | sold/day 63.4 | change -
  • Explosive Rocketsupply 0 | sold/day 56.9 | change -
  • Goretusk Liversupply 0 | sold/day 53.9 | change -
  • Crag Boar Ribsupply 0 | sold/day 48.0 | change -
  • Tough Condor Meatsupply 0 | sold/day 27.9 | change -
  • Filet of Redgillsupply 0 | sold/day 21.0 | 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 132 previous market calls for this realm/faction; observed hit rate is 68%.
  • 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

132 previous calls scored. Overall observed hit rate: 68%.

  • Anomaly61 scored | hit rate 69%
  • Opportunity60 scored | hit rate 65%
  • Shortage11 scored | hit rate 82%
  • Other56 category calls scored | hit rate 62%
  • Crafted items17 category calls scored | hit rate 88%
  • Gems12 category calls scored | hit rate 75%
  • Leather10 category calls scored | hit rate 100%
  • Meat9 category calls scored | hit rate 100%
  • Raw materials7 category calls scored | hit rate 57%

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.