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

Dreamscythe Alliance

Daily AI-powered market commentary generated from rolling market windows. Latest snapshot 4401 at 2026-05-21T22:08:32+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

-1.7%

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

Median price volatility

+481.8%

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

  • Akkarai's TalonsStrong Buy | profit 6g 25s | confidence Medium 58%
  • ShadowclothStrong Buy | profit 5g 27s | confidence Low 37%
  • Veiled Flame SpessariteStrong Buy | profit 2g 56s | confidence High 80%
  • Solid Star of EluneStrong Buy | profit 2g 43s | confidence Low 39%
  • Deathwing Brood CloakStrong Buy | profit 5g 23s | confidence Medium 52%
  • Arcane TomeStrong Buy | profit 2g 41s | confidence Low 41%
  • Ethereum Stasis Chamber KeyStrong Buy | profit 4g 75s | confidence Low 41%
  • Amber BandStrong Buy | profit 2g 36s | confidence Medium 53%

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 23s | sold/day 1,319.7 | auctions 88 | daily value 49145g 15s
  • Large Prismatic Shardprice 18g 22s | sold/day 2,217.1 | auctions 153 | daily value 40415g 66s
  • Adamantite Oreprice 1g 66s | sold/day 11,653.6 | auctions 75 | daily value 19414g 82s
  • Flask of Relentless Assaultprice 123g 98s | sold/day 156.0 | auctions 51 | daily value 19337g 26s
  • Noble Topazprice 43g 49s | sold/day 414.9 | auctions 208 | daily value 18046g 66s
  • Primal Waterprice 11g 49s | sold/day 1,567.0 | auctions 118 | daily value 18019g 18s
  • Primal Fireprice 15g 99s | sold/day 1,080.0 | auctions 115 | daily value 17279g 78s
  • Living Rubyprice 83g 48s | sold/day 174.4 | auctions 142 | daily value 14557g 59s

Current Predictions

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

  • Veiled Flame SpessariteBuy | 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 4s | Predicted 3g 10s | Buy zone 2g 5s - 2g 42s | Sell zone 2g 98s - 3g 60sExpected ROI +44.1% | Hold 4.3 days | Sell probability 76%Liquidity 100% | Manipulation risk 26/100 | Confidence High 80%
  • Veiled Flame SpessariteBuy | 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 4s | Predicted 3g 10s | Buy zone 2g 5s - 2g 42s | Sell zone 2g 98s - 3g 60sExpected ROI +44.1% | Hold 4.3 days | Sell probability 76%Liquidity 100% | Manipulation risk 26/100 | Confidence High 80%
  • Veiled Flame SpessariteBuy | 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 4s | Predicted 3g 10s | Buy zone 2g 5s - 2g 42s | Sell zone 2g 98s - 3g 60sExpected ROI +44.1% | Hold 4.3 days | Sell probability 76%Liquidity 100% | Manipulation risk 26/100 | Confidence High 80%
  • Spined RingAvoid | 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 97s | Buy zone 3g 47s - 4g 8s | Sell zone 5g 73s - 6g 93sExpected ROI +42.0% | Hold 4.9 days | Sell probability 28%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 66%
  • Spined RingAvoid | 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 97s | Buy zone 3g 47s - 4g 8s | Sell zone 5g 73s - 6g 93sExpected ROI +42.0% | Hold 4.9 days | Sell probability 28%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 66%
  • Spined RingAvoid | 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 97s | Buy zone 3g 47s - 4g 8s | Sell zone 5g 73s - 6g 93sExpected ROI +42.0% | Hold 4.9 days | Sell probability 28%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 66%
  • 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 5g 68s | Predicted 7g 65s | Buy zone 5g 6s - 5g 96s | Sell zone 7g 34s - 8g 87sExpected ROI +27.8% | Hold 5.3 days | Sell probability 53%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 58%
  • 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 5g 68s | Predicted 7g 65s | Buy zone 5g 6s - 5g 96s | Sell zone 7g 34s - 8g 87sExpected ROI +27.8% | Hold 5.3 days | Sell probability 53%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 58%
  • 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 5g 68s | Predicted 7g 65s | Buy zone 5g 6s - 5g 96s | Sell zone 7g 34s - 8g 87sExpected ROI +27.8% | Hold 5.3 days | Sell probability 53%Liquidity 100% | Manipulation risk 26/100 | Confidence Medium 58%
  • Amber BandWatch / 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 6g 13s | Buy zone 3g 56s - 4g 19s | Sell zone 5g 88s - 7g 11sExpected ROI +16.6% | Hold 3.7 days | Sell probability 54%Liquidity 100% | Manipulation risk 10/100 | Confidence Medium 53%

Supply Shifts

Not enough data for this section yet.

Unusual Activity

  • Impact Shotprice 4g 95s | move +107721.7% | sold/day 98.8
  • Icy Blasting Primersprice 991g 99s | move +67405.9% | sold/day 79.7
  • Solid Shotprice 9g 55s | move +27436.0% | sold/day 66.9
  • Shellfishprice 1g 0s | move +19900.0% | sold/day 24.8
  • Rockscale Codprice 22s 50c | move +8900.0% | sold/day 11.2
  • Spiced Wolf Meatprice 34s 99c | move +8647.5% | sold/day 14.7
  • Soothing Spicesprice 74s 99c | move +4899.3% | sold/day 35.4
  • Frost Grenadeprice 99g 19s | move +4895.5% | sold/day 143.4

Shortage Watch

  • Bloodthistlesupply 0 | sold/day 146.7 | change -
  • Coarse Dynamitesupply 0 | sold/day 67.9 | change -
  • Packet of Tharlendris Seedssupply 0 | sold/day 57.5 | change -
  • Shiny Red Applesupply 0 | sold/day 36.2 | change -
  • Exploding Shotsupply 0 | sold/day 27.3 | change -
  • Simple Floursupply 0 | sold/day 24.6 | change -
  • Braided Copper Ringsupply 0 | sold/day 22.6 | change -
  • Deathweedsupply 0 | sold/day 19.9 | 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 7 previous market calls for this realm/faction; observed hit rate is 71%.
  • 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

7 previous calls scored. Overall observed hit rate: 71%.

  • Anomaly7 scored | hit rate 71%
  • Crafted items2 category calls scored | hit rate 100%
  • Junk2 category calls scored | hit rate 100%
  • Consumables1 category calls scored | hit rate 100%
  • Enchanting materials1 category calls scored | hit rate 0%
  • Raw materials1 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.