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

Nightslayer Alliance

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4449 at 2026-05-22T03:09:16+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

-2.1%

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

Median price volatility

+635.8%

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

  • Gezzarak's ClawsStrong Buy | profit 9g 67s | confidence High 78%
  • Ethereum Stasis Chamber KeyStrong Buy | profit 7g 93s | confidence Low 39%
  • SpellclothStrong Buy | profit 5g 76s | confidence Low 41%
  • Tome of Conjure WaterStrong Buy | profit 3g 46s | confidence Low 35%
  • Amber BandStrong Buy | profit 2g 75s | confidence Medium 63%
  • Akkarai's TalonsStrong Buy | profit 8g 85s | confidence Medium 74%
  • Spined RingStrong Buy | profit 5g 89s | confidence Medium 58%
  • Bracing Earthstorm DiamondStrong Buy | profit 14g 77s | confidence Low 24%

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 49s | sold/day 1,135.9 | auctions 101 | daily value 42593g 10s
  • Large Prismatic Shardprice 15g 74s | sold/day 1,440.1 | auctions 105 | daily value 22681g 91s
  • Flask of Relentless Assaultprice 124g 99s | sold/day 166.2 | auctions 59 | daily value 20775g 34s
  • Alterac Swissprice 35g 0s | sold/day 513.8 | auctions 5 | daily value 17984g 55s
  • Primal Mightprice 63g 44s | sold/day 233.1 | auctions 61 | daily value 14785g 62s
  • Primal Waterprice 9g 4s | sold/day 1,338.7 | auctions 85 | daily value 12113g 3s
  • Netherbloomprice 7g 17s | sold/day 1,684.8 | auctions 53 | daily value 12086g 78s
  • Elixir of Major Agilityprice 6g 39s | sold/day 1,692.0 | auctions 25 | daily value 10818g 37s

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 79s | Buy zone 5g 15s - 6g 6s | Sell zone 7g 47s - 9g 3sExpected ROI +85.2% | Hold 1.8 days | Sell probability 61%Liquidity 100% | Manipulation risk 26/100 | Confidence High 78%
  • 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 79s | Buy zone 5g 15s - 6g 6s | Sell zone 7g 47s - 9g 3sExpected ROI +85.2% | Hold 1.8 days | Sell probability 61%Liquidity 100% | Manipulation risk 26/100 | Confidence High 78%
  • 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 79s | Buy zone 5g 15s - 6g 6s | Sell zone 7g 47s - 9g 3sExpected ROI +85.2% | Hold 1.8 days | Sell probability 61%Liquidity 100% | Manipulation risk 26/100 | Confidence High 78%
  • 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 47g 35s | Buy zone 31g 35s - 36g 89s | Sell zone 45g 46s - 54g 93sExpected ROI +89.9% | Hold 2.3 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 47g 35s | Buy zone 31g 35s - 36g 89s | Sell zone 45g 46s - 54g 93sExpected ROI +89.9% | Hold 2.3 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 47g 35s | Buy zone 31g 35s - 36g 89s | Sell zone 45g 46s - 54g 93sExpected ROI +89.9% | Hold 2.3 days | Sell probability 56%Liquidity 100% | Manipulation risk 26/100 | Confidence High 76%
  • 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 3g 99s | Predicted 6g 91s | Buy zone 4g 57s - 5g 38s | Sell zone 6g 63s - 8g 1sExpected ROI +64.2% | Hold 2.6 days | Sell probability 58%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 74%
  • 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 3g 99s | Predicted 6g 91s | Buy zone 4g 57s - 5g 38s | Sell zone 6g 63s - 8g 1sExpected ROI +64.2% | Hold 2.6 days | Sell probability 58%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 74%
  • 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 3g 99s | Predicted 6g 91s | Buy zone 4g 57s - 5g 38s | Sell zone 6g 63s - 8g 1sExpected ROI +64.2% | Hold 2.6 days | Sell probability 58%Liquidity 100% | Manipulation risk 34/100 | Confidence Medium 74%
  • 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 55s | Predicted 5g 97s | Buy zone 3g 95s - 4g 65s | Sell zone 5g 74s - 6g 93sExpected ROI +24.6% | Hold 4.7 days | Sell probability 52%Liquidity 100% | Manipulation risk 18/100 | Confidence Medium 63%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Razor Arrowprice 88s 8c | move +73300.0% | sold/day 1,413.4
  • Morning Glory Dewprice 34g 99s | move +53498.6% | sold/day 96.0
  • Accurate Slugsprice 88s 13c | move +51741.2% | sold/day 160.6
  • Scroll of Protectionprice 9g 99s | move +47518.6% | sold/day 28.7
  • Alterac Swissprice 35g 0s | move +45178.5% | 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 41c | move +4600.0% | sold/day 215.5

Shortage Watch

  • Feathered Arrowsupply 0 | sold/day 90.1 | change -
  • Bloodthistlesupply 0 | sold/day 84.9 | 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 -
  • Instant Poisonsupply 0 | sold/day 16.8 | change -
  • Lean Wolf Steaksupply 0 | sold/day 13.9 | change -
  • Instant Poisonsupply 0 | sold/day 13.8 | 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 59 previous market calls for this realm/faction; observed hit rate is 90%.
  • 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

59 previous calls scored. Overall observed hit rate: 90%.

  • Anomaly59 scored | hit rate 90%
  • Junk20 category calls scored | hit rate 95%
  • Consumables11 category calls scored | hit rate 100%
  • Crafted items9 category calls scored | hit rate 100%
  • Meat6 category calls scored | hit rate 83%
  • Scroll5 category calls scored | hit rate 100%
  • Leather4 category calls scored | hit rate 0%

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.