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

Nightslayer Alliance

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4399 at 2026-05-21T22:08:26+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

-0.8%

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

Median price volatility

+539.4%

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

  • Bracing Earthstorm DiamondStrong Buy | profit 12g 27s | confidence Low 32%
  • Gezzarak's ClawsStrong Buy | profit 10g 76s | confidence High 77%
  • Ethereum Stasis Chamber KeyStrong Buy | profit 7g 28s | confidence Low 39%
  • Frozen RuneStrong Buy | profit 6g 54s | confidence Low 49%
  • Akkarai's TalonsStrong Buy | profit 6g 21s | confidence Low 49%
  • Imbued Netherweave RobeStrong Buy | profit 5g 73s | confidence Low 31%
  • Thorium Shield SpikeStrong Buy | profit 4g 21s | confidence Medium 55%
  • SpellclothStrong Buy | profit 4g 15s | confidence Low 33%

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 44g 99s | sold/day 1,319.7 | auctions 21 | daily value 59386g 77s
  • Large Prismatic Shardprice 18g 24s | sold/day 2,217.1 | auctions 176 | daily value 40447g 14s
  • Flask of Relentless Assaultprice 125g 99s | sold/day 156.0 | auctions 9 | daily value 19650g 45s
  • Netherbloomprice 7g 12s | sold/day 2,620.8 | auctions 70 | daily value 18681g 32s
  • Primal Fireprice 16g 74s | sold/day 1,080.0 | auctions 143 | daily value 18089g 78s
  • Teroconeprice 2g 92s | sold/day 5,099.5 | auctions 127 | daily value 14928g 74s
  • Haste Potionprice 11g 78s | sold/day 1,263.3 | auctions 57 | daily value 14892g 88s
  • Noble Topazprice 34g 35s | sold/day 414.9 | auctions 131 | daily value 14255g 27s

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 44s | Buy zone 4g 92s - 5g 79s | Sell zone 7g 14s - 8g 63sExpected ROI +77.0% | Hold 1.3 days | Sell probability 60%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 44s | Buy zone 4g 92s - 5g 79s | Sell zone 7g 14s - 8g 63sExpected ROI +77.0% | Hold 1.3 days | Sell probability 60%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 44s | Buy zone 4g 92s - 5g 79s | Sell zone 7g 14s - 8g 63sExpected ROI +77.0% | Hold 1.3 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence High 77%
  • 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 49s | Predicted 5g 87s | Buy zone 3g 89s - 4g 57s | Sell zone 5g 64s - 6g 81sExpected ROI +24.1% | Hold 5.1 days | Sell probability 50%Liquidity 100% | Manipulation risk 18/100 | Confidence Medium 62%
  • Amber BandBuy | 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 49s | Predicted 5g 87s | Buy zone 3g 89s - 4g 57s | Sell zone 5g 64s - 6g 81sExpected ROI +24.1% | Hold 5.1 days | Sell probability 50%Liquidity 100% | Manipulation risk 18/100 | Confidence Medium 62%
  • Amber BandBuy | 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 49s | Predicted 5g 87s | Buy zone 3g 89s - 4g 57s | Sell zone 5g 64s - 6g 81sExpected ROI +24.1% | Hold 5.1 days | Sell probability 50%Liquidity 100% | Manipulation risk 18/100 | Confidence Medium 62%
  • 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 47s | Buy zone 4g 28s - 5g 4s | Sell zone 6g 21s - 7g 51sExpected ROI +23.1% | Hold 3.5 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 55%
  • Thorium Shield SpikeBuy | 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 6g 47s | Buy zone 4g 28s - 5g 4s | Sell zone 6g 21s - 7g 51sExpected ROI +23.1% | Hold 3.5 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 55%
  • Thorium Shield SpikeBuy | 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 6g 47s | Buy zone 4g 28s - 5g 4s | Sell zone 6g 21s - 7g 51sExpected ROI +23.1% | Hold 3.5 days | Sell probability 60%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 55%
  • 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 6g 59s | Predicted 8g 4s | Buy zone 4g 67s - 5g 50s | Sell zone 7g 72s - 9g 32sExpected ROI +15.8% | Hold 2.0 days | Sell probability 62%Liquidity 100% | Manipulation risk 26/100 | Confidence Low 49%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Wastewander Water Pouchprice 700g 1s | move +2833948.6% | sold/day 53.3
  • Scroll of Stamina IIprice 400g 99s | move +132857.1% | sold/day 24.2
  • Roasted Quailprice 34g 99s | move +112079.2% | sold/day 14.8
  • Razor Arrowprice 88s 9c | move +73308.3% | sold/day 1,178.8
  • Accurate Slugsprice 88s 13c | move +51741.2% | sold/day 169.4
  • Solid Shotprice 88s 27c | move +11828.4% | sold/day 66.9
  • Raw Rockscale Codprice 1s 75c | move +8650.0% | sold/day 146.8
  • Runecloth Bandageprice 3g 87s | move +8090.1% | sold/day 24.2

Shortage Watch

  • Crafted Heavy Shotsupply 0 | sold/day 864.0 | change -
  • Feathered Arrowsupply 0 | sold/day 164.0 | change -
  • Bloodthistlesupply 0 | sold/day 146.7 | change -
  • Lynx Meatsupply 0 | sold/day 137.3 | change -
  • Bristle Whisker Catfishsupply 0 | sold/day 103.9 | change -
  • Mithril Head Troutsupply 0 | sold/day 40.0 | change -
  • Exploding Shotsupply 0 | sold/day 27.3 | change -
  • Recipe: Gingerbread Cookiesupply 0 | sold/day 25.4 | 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 16 previous market calls for this realm/faction; observed hit rate is 81%.
  • 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

16 previous calls scored. Overall observed hit rate: 81%.

  • Anomaly16 scored | hit rate 81%
  • Consumables7 category calls scored | hit rate 100%
  • Crafted items4 category calls scored | hit rate 100%
  • Leather2 category calls scored | hit rate 0%
  • Meat2 category calls scored | hit rate 50%
  • Other1 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.