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

Nightslayer Alliance

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4439 at 2026-05-22T02:08:04+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

-1.1%

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

Median price volatility

+639.0%

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

  • Gezzarak's ClawsStrong Buy | profit 10g 6s | confidence High 77%
  • Akkarai's TalonsStrong Buy | profit 8g 29s | confidence High 76%
  • Ethereum Stasis Chamber KeyStrong Buy | profit 8g 0s | confidence Low 39%
  • SpellclothStrong Buy | profit 5g 82s | confidence Low 36%
  • Karrog's SpineStrong Buy | profit 4g 68s | confidence Medium 57%
  • Thorium Shield SpikeStrong Buy | profit 4g 5s | confidence Medium 62%
  • Tome of Conjure WaterStrong Buy | profit 3g 53s | confidence Low 35%
  • Vakkiz's ScaleStrong Buy | profit 2g 96s | confidence Low 21%

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 37g 50s | sold/day 1,135.9 | auctions 93 | daily value 42596g 40s
  • Large Prismatic Shardprice 18g 78s | sold/day 1,440.1 | auctions 113 | daily value 27048g 42s
  • Flask of Relentless Assaultprice 129g 98s | sold/day 166.2 | auctions 37 | daily value 21604g 62s
  • Primal Mightprice 63g 44s | sold/day 233.1 | auctions 62 | daily value 14785g 67s
  • Primal Waterprice 9g 4s | sold/day 1,338.7 | auctions 109 | daily value 12114g 77s
  • Netherbloomprice 7g 15s | sold/day 1,684.8 | auctions 53 | daily value 12055g 44s
  • Greater Planar Essenceprice 6g 67s | sold/day 1,711.8 | auctions 138 | daily value 11434g 61s
  • Teroconeprice 2g 84s | sold/day 3,740.9 | auctions 132 | daily value 10659g 71s

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 ClawsBuy | 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 7g 49s | Buy zone 4g 96s - 5g 84s | Sell zone 7g 19s - 8g 69sExpected ROI +78.3% | Hold 2.2 days | Sell probability 58%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • Gezzarak's ClawsBuy | 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 7g 49s | Buy zone 4g 96s - 5g 84s | Sell zone 7g 19s - 8g 69sExpected ROI +78.3% | Hold 2.2 days | Sell probability 58%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • Gezzarak's ClawsBuy | 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 7g 49s | Buy zone 4g 96s - 5g 84s | Sell zone 7g 19s - 8g 69sExpected ROI +78.3% | Hold 2.2 days | Sell probability 58%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • 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 4g 99s | Predicted 7g 54s | Buy zone 4g 99s - 5g 87s | Sell zone 7g 23s - 8g 74sExpected ROI +43.3% | Hold 2.1 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • 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 4g 99s | Predicted 7g 54s | Buy zone 4g 99s - 5g 87s | Sell zone 7g 23s - 8g 74sExpected ROI +43.3% | Hold 2.1 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • 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 4g 99s | Predicted 7g 54s | Buy zone 4g 99s - 5g 87s | Sell zone 7g 23s - 8g 74sExpected ROI +43.3% | Hold 2.1 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • Pattern: Boots of Natural GraceBuy | Opportunity | 3-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 23g 69s | Predicted 48g 45s | Buy zone 32g 8s - 37g 74s | Sell zone 46g 51s - 56g 20sExpected ROI +94.3% | Hold 2.5 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • Pattern: Boots of Natural GraceBuy | Opportunity | 7-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 23g 69s | Predicted 48g 45s | Buy zone 32g 8s - 37g 74s | Sell zone 46g 51s - 56g 20sExpected ROI +94.3% | Hold 2.5 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • Pattern: Boots of Natural GraceBuy | Opportunity | 14-day forecast: future price after auction cut stays above today's baseline buy price.Regime: demand-backed scarcity | Trend: rangebound | Direction: upBaseline 23g 69s | Predicted 48g 45s | Buy zone 32g 8s - 37g 74s | Sell zone 46g 51s - 56g 20sExpected ROI +94.3% | Hold 2.5 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • Thorium Shield SpikeBuy | 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 6g 40s | Buy zone 4g 24s - 4g 98s | Sell zone 6g 14s - 7g 43sExpected ROI +21.7% | Hold 2.9 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 62%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Razor Arrowprice 88s 8c | move +73300.0% | sold/day 1,413.4
  • Accurate Slugsprice 88s 13c | move +51741.2% | sold/day 160.6
  • Alterac Swissprice 35g 0s | move +45178.8% | sold/day 513.8
  • Heavy Shotprice 88s 27c | move +33850.0% | sold/day 192.1
  • Solid Shotprice 88s 27c | move +11828.4% | sold/day 218.2
  • Raw Rockscale Codprice 1s 49c | move +7350.0% | sold/day 215.5
  • Essence of Undeathprice 9g 19s | move +7098.6% | sold/day 142.4
  • Runecloth Bandageprice 2g 0s | move +4153.5% | sold/day 50.6

Shortage Watch

  • Precision Arrowsupply 0 | sold/day 273.4 | change -
  • Feathered Arrowsupply 0 | sold/day 90.1 | change -
  • Bloodthistlesupply 0 | sold/day 84.9 | change -
  • Lynx Meatsupply 0 | sold/day 42.6 | change -
  • Rough Bronze Leggingssupply 0 | sold/day 41.4 | change -
  • Exploding Shotsupply 0 | sold/day 26.4 | change -
  • Shredder Operating Manual - Page 6supply 0 | sold/day 24.0 | change -
  • Tigerseye Bandsupply 0 | sold/day 20.2 | 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 51 previous market calls for this realm/faction; observed hit rate is 88%.
  • 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

51 previous calls scored. Overall observed hit rate: 88%.

  • Anomaly51 scored | hit rate 88%
  • Junk17 category calls scored | hit rate 94%
  • Consumables10 category calls scored | hit rate 100%
  • Crafted items7 category calls scored | hit rate 100%
  • Meat6 category calls scored | hit rate 83%
  • Leather4 category calls scored | hit rate 0%
  • Other3 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.