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

Thunderstrike Horde

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4353 at 2026-05-21T18:08:06+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

-4.1%

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

Median price volatility

+500.7%

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 0s | confidence Low 45%
  • Karrog's SpineStrong Buy | profit 6g 74s | confidence Low 44%
  • SpellclothStrong Buy | profit 6g 13s | confidence Low 30%
  • Tourmaline LoopStrong Buy | profit 6g 7s | confidence Medium 51%
  • Sovereign NightseyeStrong Buy | profit 3g 40s | confidence Low 23%
  • Amber BandStrong Buy | profit 3g 36s | confidence Low 39%
  • Tome of Conjure WaterStrong Buy | profit 3g 26s | confidence Low 25%
  • Great Golden DraeniteStrong Buy | profit 2g 84s | confidence Low 48%

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 36g 22s | sold/day 1,319.7 | auctions 22 | daily value 47806g 43s
  • Large Prismatic Shardprice 19g 48s | sold/day 2,217.1 | auctions 123 | daily value 43210g 9s
  • Primal Fireprice 19g 44s | sold/day 1,080.0 | auctions 143 | daily value 21003g 40s
  • Flask of Relentless Assaultprice 122g 14s | sold/day 156.0 | auctions 24 | daily value 19050g 12s
  • Adamantite Oreprice 1g 63s | sold/day 11,653.6 | auctions 208 | daily value 19020g 93s
  • Primal Waterprice 11g 79s | sold/day 1,567.0 | auctions 102 | daily value 18485g 19s
  • Noble Topazprice 44g 50s | sold/day 414.9 | auctions 417 | daily value 18466g 46s
  • Teroconeprice 2g 99s | sold/day 5,099.5 | auctions 48 | daily value 15279g 58s

Current Predictions

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

  • 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 95s | Predicted 6g 98s | Buy zone 4g 6s - 4g 77s | Sell zone 6g 70s - 8g 10sExpected ROI +34.0% | Hold 3.6 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • 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 4g 95s | Predicted 6g 98s | Buy zone 4g 6s - 4g 77s | Sell zone 6g 70s - 8g 10sExpected ROI +34.0% | Hold 3.6 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • 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 4g 95s | Predicted 6g 98s | Buy zone 4g 6s - 4g 77s | Sell zone 6g 70s - 8g 10sExpected ROI +34.0% | Hold 3.6 days | Sell probability 39%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 51%
  • Great Golden DraeniteBuy | 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 3g 95s | Buy zone 2g 62s - 3g 8s | Sell zone 3g 80s - 4g 59sExpected ROI +25.4% | Hold 6.1 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 48%
  • Great Golden DraeniteBuy | 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 3g 95s | Buy zone 2g 62s - 3g 8s | Sell zone 3g 80s - 4g 59sExpected ROI +25.4% | Hold 6.1 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 48%
  • Great Golden DraeniteBuy | 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 3g 95s | Buy zone 2g 62s - 3g 8s | Sell zone 3g 80s - 4g 59sExpected ROI +25.4% | Hold 6.1 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 48%
  • Akkarai's TalonsWatch / 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 9g 79s | Predicted 13g 59s | Buy zone 7g 90s - 9g 29s | Sell zone 13g 5s - 15g 76sExpected ROI +31.8% | Hold 3.5 days | Sell probability 42%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 45%
  • Akkarai's TalonsWatch / 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 9g 79s | Predicted 13g 59s | Buy zone 7g 90s - 9g 29s | Sell zone 13g 5s - 15g 76sExpected ROI +31.8% | Hold 3.5 days | Sell probability 42%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 45%
  • Akkarai's TalonsWatch / 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 9g 79s | Predicted 13g 59s | Buy zone 7g 90s - 9g 29s | Sell zone 13g 5s - 15g 76sExpected ROI +31.8% | Hold 3.5 days | Sell probability 42%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 45%
  • 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 4g 59s | Predicted 6g 15s | Buy zone 4g 7s - 4g 79s | Sell zone 5g 91s - 7g 14sExpected ROI +27.2% | Hold 1.9 days | Sell probability 57%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 44%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Light Shotprice 3g 55s | move +91066.7% | sold/day 26.4
  • Giant Clam Meatprice 99s 94c | move +11256.8% | sold/day 17.3
  • Rockshard Pelletsprice 45s 0c | move +4587.5% | sold/day 267.4
  • Cracked Vialprice 29s 90c | move +1990.9% | sold/day 51.9
  • Scroll of Stamina IIIprice 1g 98s | move +1917.5% | sold/day 15.5
  • Tigerseyeprice 18s 88c | move +1807.1% | sold/day 278.3
  • Bristle Whisker Catfishprice 1s 63c | move +1711.1% | sold/day 103.9
  • Small Spider Legprice 17c | move +1600.0% | sold/day 59.7

Shortage Watch

  • 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 -
  • Clefthoof Ribssupply 0 | sold/day 32.9 | change -
  • Big Bronze Bombsupply 0 | sold/day 27.2 | change -
  • Filet of Redgillsupply 0 | sold/day 21.0 | change -
  • Goretusk Snoutsupply 0 | sold/day 19.3 | change -
  • Enriched Manna Biscuitsupply 0 | sold/day 19.2 | 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 26 previous market calls for this realm/faction; observed hit rate is 42%.
  • 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

26 previous calls scored. Overall observed hit rate: 42%.

  • Anomaly9 scored | hit rate 33%
  • Opportunity12 scored | hit rate 33%
  • Shortage5 scored | hit rate 80%
  • Other20 category calls scored | hit rate 40%
  • Raw materials2 category calls scored | hit rate 50%
  • Consumables1 category calls scored | hit rate 0%
  • Gems1 category calls scored | hit rate 0%
  • Leather1 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.