Payout Ledger
This version treats predictions like a real auction-house payout board: bought price is the observed listing price, quantity is capped by what was actually listed, and jackpot means positive expected value after changing sale chance, the 5% auction cut, failed-sale reposts, and 24-hour posting deposits.
Rows are collapsed to one simulated trade per item, market, and buy day. Price-drop predictions are excluded because they train the model; they are not gold-making trades.
How the payout is calculated
Gold result
Jackpot is total expected value, not guaranteed gold. It models 24-hour postings through the prediction horizon.
Expected gold = expected sold quantity x successful-sale profit - expected deposit risk
Successful-sale profit = checked sell price x 95% AH cut - observed buy price
Expected failed quantity = suggested buy quantity - expected sold quantity
If sale chance is 30%, the ledger expects some items to fail to sell and need reposting. Deposits are charged for the first post and each expected repost.
Inputs used
- Observed buy price: the price present when the prediction was made.
- Checked sell price: the later observed market price at the prediction horizon.
- Sale chance: taken from the item, realm, and faction conditions captured at the buy-call snapshot when that feature row is still available. Older rows fall back to the stored buy-time model sell probability. Later sale/scoring snapshots do not change the buy rationale.
- Sold/day, price, and supply: shown from the buy-call snapshot so the row explains why the trade was opened at that time.
- 24h deposit: vendor-based 24-hour auction deposit where item vendor value exists; otherwise a conservative fallback estimate is used. Reposts add more deposit risk.
- Suggested buy quantity: capped by listed supply, sold/day, confidence, manipulation risk, expected ROI, and a 100g test budget.
| Item | Why this call? | Bought | Sold | Gold |
|---|---|---|---|---|
Star of EluneDreamscythe AllianceGems |
|
5g 01sBought 419th May 2026 18:54 |
5g 19sExpected sold 3.8, failed 0.2Reposts 1.8 | Buy-time model sell probability 66%buy conditions | +3.8% |
NO PAYOUT-21g 26s EV20g 99s expected deposit risk |
Vakkiz's ScaleDreamscythe AllianceOther |
|
8g 89sBought 219th May 2026 18:54 |
12g 94sExpected sold 1.9, failed 0.1Reposts 0.9 | Buy-time model sell probability 68%buy conditions | +45.5% |
JACKPOT+5g 94s EV63s 42c expected deposit risk |
Gezzarak's ClawsDreamscythe AllianceOther |
|
7g 87sBought 419th May 2026 18:36 |
4g 75sExpected sold 3.5, failed 0.5Reposts 3.0 | Buy-time model sell probability 50%buy conditions | -39.6% |
NO PAYOUT-13g 15s EV1g 37s expected deposit risk |
Veiled Flame SpessariteDreamscythe AllianceGems |
|
2g 98sBought 719th May 2026 18:36 |
1g 65sExpected sold 6.9, failed 0.1Reposts 2.1 | Buy-time model sell probability 76%buy conditions | -44.3% |
NO PAYOUT-10g 36s EV67s 52c expected deposit risk |
Azurite RingDreamscythe AllianceRing |
|
5g 89sBought 219th May 2026 18:54 |
8g 00sExpected sold 1.9, failed 0.1Reposts 0.9 | Buy-time model sell probability 67%buy conditions | +35.8% |
JACKPOT+2g 87s EV42s 38c expected deposit risk |
Akkarai's TalonsDreamscythe AllianceOther |
|
9g 39sBought 619th May 2026 18:54 |
4g 67sExpected sold 5.7, failed 0.3Reposts 3.0 | Buy-time model sell probability 63%buy conditions | -50.2% |
NO PAYOUT-30g 32s EV2g 12s expected deposit risk |
Karrog's SpineDreamscythe AllianceOther |
|
4g 99sBought 119th May 2026 18:54 |
8g 72sExpected sold 1.0, failed 0.0Reposts 0.3 | Buy-time model sell probability 78%buy conditions | +74.6% |
JACKPOT+3g 09s EV15s 90c expected deposit risk |
Deadly Flame SpessariteDreamscythe HordeGems |
|
2g 35sBought 519th May 2026 18:08 |
1g 34sExpected sold 4.7, failed 0.3Reposts 2.7 | Buy-time model sell probability 61%buy conditions | -42.8% |
NO PAYOUT-5g 51s EV45s 20c expected deposit risk |
Formula: Enchant Weapon - LifestealingDreamscythe HordeEnchanting materials |
|
4g 99sBought 119th May 2026 18:54 |
19g 99sExpected sold 0.9, failed 0.1Reposts 0.6 | Buy-time model sell probability 57%buy conditions | +300.0% |
JACKPOT+12g 69s EV20s 15c expected deposit risk |
Azurite RingDreamscythe HordeRing |
|
7g 53sBought 419th May 2026 18:54 |
13g 74sExpected sold 3.8, failed 0.2Reposts 2.2 | Buy-time model sell probability 61%buy conditions | +82.4% |
JACKPOT+19g 58s EV1g 16s expected deposit risk |
Karrog's SpineDreamscythe HordeOther |
|
10g 21sBought 119th May 2026 18:54 |
11g 49sExpected sold 1.0, failed 0.0Reposts 0.3 | Buy-time model sell probability 76%buy conditions | +12.5% |
JACKPOT+36s 48c EV33s 16c expected deposit risk |
Tourmaline LoopDreamscythe HordeRing |
|
4g 44sBought 819th May 2026 18:54 |
5g 00sExpected sold 6.4, failed 1.6Reposts 7.3 | Buy-time model sell probability 42%buy conditions | +12.6% |
JACKPOT+29s 73c EV1g 69s expected deposit risk |
Akkarai's TalonsDreamscythe HordeOther |
|
5g 24sBought 519th May 2026 18:54 |
1g 89sExpected sold 4.8, failed 0.2Reposts 2.3 | Buy-time model sell probability 66%buy conditions | -63.8% |
NO PAYOUT-17g 48s EV95s 98c expected deposit risk |
Gezzarak's ClawsDreamscythe HordeOther |
|
5g 75sBought 319th May 2026 18:54 |
12g 49sExpected sold 2.9, failed 0.1Reposts 1.5 | Buy-time model sell probability 64%buy conditions | +117.0% |
JACKPOT+16g 84s EV64s 39c expected deposit risk |
Vakkiz's ScaleDreamscythe HordeOther |
|
10g 94sBought 219th May 2026 18:08 |
34g 97sExpected sold 1.9, failed 0.1Reposts 0.9 | Buy-time model sell probability 67%buy conditions | +219.6% |
JACKPOT+42g 15s EV78s 90c expected deposit risk |
Amber BandNightslayer AllianceRing |
|
4g 25sBought 819th May 2026 18:08 |
4g 50sExpected sold 7.2, failed 0.8Reposts 5.6 | Buy-time model sell probability 53%buy conditions | +5.9% |
NO PAYOUT-1g 26s EV1g 44s expected deposit risk |
Tome of Conjure FoodNightslayer AllianceBook |
|
15g 69sBought 419th May 2026 18:54 |
59g 99sExpected sold 3.5, failed 0.5Reposts 3.0 | Buy-time model sell probability 50%buy conditions | +282.2% |
JACKPOT+142g 25s EV2g 73s expected deposit risk |
Rigid Azure MoonstoneNightslayer AllianceCrafted items |
|
1g 50sBought 819th May 2026 18:54 |
4g 01sExpected sold 7.9, failed 0.1Reposts 2.3 | Buy-time model sell probability 76%buy conditions | +166.3% |
JACKPOT+17g 83s EV39s 03c expected deposit risk |
Void SphereNightslayer AllianceGems |
|
2g 99sBought 819th May 2026 18:54 |
2g 99sExpected sold 7.7, failed 0.3Reposts 3.5 | Buy-time model sell probability 67%buy conditions | -0.2% |
NO PAYOUT-2g 05s EV85s 86c expected deposit risk |
Karrog's SpineNightslayer AllianceOther |
|
8g 99sBought 619th May 2026 18:54 |
5g 67sExpected sold 5.8, failed 0.2Reposts 2.6 | Buy-time model sell probability 68%buy conditions | -36.9% |
NO PAYOUT-22g 82s EV1g 92s expected deposit risk |
Gezzarak's ClawsNightslayer AllianceOther |
|
18g 77sBought 419th May 2026 18:08 |
2g 99sExpected sold 3.6, failed 0.4Reposts 2.9 | Buy-time model sell probability 52%buy conditions | -84.1% |
NO PAYOUT-59g 86s EV3g 21s expected deposit risk |
Akkarai's TalonsNightslayer AllianceOther |
|
7g 00sBought 419th May 2026 18:54 |
6g 59sExpected sold 3.7, failed 0.3Reposts 2.5 | Buy-time model sell probability 57%buy conditions | -5.8% |
NO PAYOUT-3g 83s EV1g 13s expected deposit risk |
Draenei Crystal RodNightslayer HordeOffHandFrill |
|
4g 99sBought 419th May 2026 18:08 |
4g 99sExpected sold 3.1, failed 0.9Reposts 4.0 | Buy-time model sell probability 38%buy conditions | -0.0% |
NO PAYOUT-1g 76s EV1g 00s expected deposit risk |
Great Golden DraeniteNightslayer HordeCrafted items |
|
3g 99sBought 419th May 2026 18:08 |
2g 99sExpected sold 3.9, failed 0.1Reposts 1.4 | Buy-time model sell probability 72%buy conditions | -25.0% |
NO PAYOUT-5g 03s EV54s 19c expected deposit risk |
NightseyeNightslayer HordeGems |
|
7g 74sBought 419th May 2026 18:54 |
8g 88sExpected sold 3.9, failed 0.1Reposts 1.8 | Buy-time model sell probability 67%buy conditions | +14.8% |
JACKPOT+1g 58s EV1g 11s expected deposit risk |
Amber CapeNightslayer HordeCloak |
|
4g 22sBought 819th May 2026 18:54 |
5g 12sExpected sold 7.2, failed 0.8Reposts 5.5 | Buy-time model sell probability 53%buy conditions | +21.5% |
JACKPOT+3g 25s EV1g 42s expected deposit risk |
Frozen RuneNightslayer HordeOther |
|
9g 99sBought 819th May 2026 18:54 |
9g 99sExpected sold 7.7, failed 0.3Reposts 3.8 | Buy-time model sell probability 65%buy conditions | +0.0% |
NO PAYOUT-6g 77s EV2g 94s expected deposit risk |
Tourmaline LoopNightslayer HordeRing |
|
4g 00sBought 819th May 2026 18:54 |
5g 99sExpected sold 6.4, failed 1.6Reposts 7.3 | Buy-time model sell probability 42%buy conditions | +50.0% |
JACKPOT+9g 43s EV1g 53s expected deposit risk |
Karrog's SpineNightslayer HordeOther |
|
5g 77sBought 219th May 2026 18:08 |
20g 78sExpected sold 1.9, failed 0.1Reposts 1.0 | Buy-time model sell probability 64%buy conditions | +259.9% |
JACKPOT+26g 15s EV43s 25c expected deposit risk |
Gezzarak's ClawsNightslayer HordeOther |
|
2g 79sBought 319th May 2026 18:54 |
15g 88sExpected sold 2.8, failed 0.2Reposts 1.6 | Buy-time model sell probability 62%buy conditions | +468.4% |
JACKPOT+34g 60s EV31s 83c expected deposit risk |
Akkarai's TalonsNightslayer HordeOther |
|
5g 99sBought 119th May 2026 18:54 |
2g 98sExpected sold 1.0, failed 0.0Reposts 0.5 | Buy-time model sell probability 66%buy conditions | -50.2% |
NO PAYOUT-3g 25s EV21s 93c expected deposit risk |
Gezzarak's ClawsSpineshatter AllianceOther |
|
8g 99sBought 719th May 2026 18:54 |
1g 85sExpected sold 5.4, failed 1.6Reposts 7.0 | Buy-time model sell probability 38%buy conditions | -79.4% |
NO PAYOUT-41g 93s EV3g 14s expected deposit risk |
Tome of Conjure WaterSpineshatter AllianceBook |
|
4g 00sBought 819th May 2026 18:54 |
18g 99sExpected sold 6.5, failed 1.5Reposts 7.3 | Buy-time model sell probability 42%buy conditions | +374.1% |
JACKPOT+89g 31s EV1g 52s expected deposit risk |
Azurite RingSpineshatter AllianceRing |
|
6g 53sBought 219th May 2026 18:54 |
8g 99sExpected sold 1.9, failed 0.1Reposts 0.9 | Buy-time model sell probability 67%buy conditions | +37.7% |
JACKPOT+3g 41s EV47s 01c expected deposit risk |
Vakkiz's ScaleSpineshatter AllianceOther |
|
13g 99sBought 219th May 2026 18:54 |
46g 68sExpected sold 1.9, failed 0.1Reposts 0.8 | Buy-time model sell probability 69%buy conditions | +233.5% |
JACKPOT+57g 99s EV97s 93c expected deposit risk |
Karrog's SpineSpineshatter HordeOther |
|
7g 99sBought 419th May 2026 18:53 |
1g 69sExpected sold 3.2, failed 0.8Reposts 3.8 | Buy-time model sell probability 41%buy conditions | -78.9% |
NO PAYOUT-21g 78s EV1g 55s expected deposit risk |
Tourmaline LoopSpineshatter HordeRing |
|
5g 99sBought 819th May 2026 18:53 |
5g 50sExpected sold 5.3, failed 2.7Reposts 9.4 | Buy-time model sell probability 31%buy conditions | -8.2% |
NO PAYOUT-6g 69s EV2g 61s expected deposit risk |
Veiled Shadow DraeniteSpineshatter HordeGems |
|
4g 69sBought 819th May 2026 18:53 |
1g 18sExpected sold 6.8, failed 1.2Reposts 6.6 | Buy-time model sell probability 47%buy conditions | -74.7% |
NO PAYOUT-25g 87s EV1g 70s expected deposit risk |
Spined RingDreamscythe AllianceRing |
|
5g 00sBought 219th May 2026 18:36 |
4g 99sExpected sold 1.9, failed 0.1Reposts 1.2 | Buy-time model sell probability 58%buy conditions | -0.0% |
NO PAYOUT-86s 15c EV39s 73c expected deposit risk |
Deathwing Brood CloakDreamscythe AllianceCloak |
|
17g 51sBought 519th May 2026 18:36 |
18g 00sExpected sold 3.3, failed 1.7Reposts 5.9 | Buy-time model sell probability 31%buy conditions | +2.7% |
NO PAYOUT-6g 16s EV4g 76s expected deposit risk |
Pattern: Boots of Natural GraceDreamscythe HordeRecipes |
|
145g 00sBought 119th May 2026 18:08 |
29g 75sExpected sold 0.9, failed 0.1Reposts 0.6 | Buy-time model sell probability 56%buy conditions | -79.5% |
NO PAYOUT-112g 90s EV5g 89s expected deposit risk |
Plans: Boots of the ProtectorDreamscythe HordeRecipes |
|
175g 99sBought 119th May 2026 18:08 |
47g 95sExpected sold 0.9, failed 0.1Reposts 0.7 | Buy-time model sell probability 53%buy conditions | -72.8% |
NO PAYOUT-124g 54s EV7g 41s expected deposit risk |
Spined RingDreamscythe HordeRing |
|
5g 00sBought 619th May 2026 18:08 |
4g 99sExpected sold 4.2, failed 1.8Reposts 6.7 | Buy-time model sell probability 33%buy conditions | -0.2% |
NO PAYOUT-2g 67s EV1g 58s expected deposit risk |
Deathwing Brood CloakDreamscythe HordeCloak |
|
18g 99sBought 519th May 2026 18:08 |
18g 87sExpected sold 3.4, failed 1.6Reposts 5.7 | Buy-time model sell probability 32%buy conditions | -0.6% |
NO PAYOUT-8g 74s EV5g 07s expected deposit risk |
Mark of the Nexus-KingDreamscythe HordeOther |
|
49g 99sBought 119th May 2026 18:08 |
74g 62sExpected sold 0.8, failed 0.2Reposts 0.8 | Buy-time model sell probability 47%buy conditions | +49.3% |
JACKPOT+15g 45s EV2g 27s expected deposit risk |
Spined RingNightslayer AllianceRing |
|
4g 99sBought 619th May 2026 18:08 |
5g 00sExpected sold 4.2, failed 1.8Reposts 6.7 | Buy-time model sell probability 33%buy conditions | +0.0% |
NO PAYOUT-2g 63s EV1g 58s expected deposit risk |
Frozen RuneNightslayer AllianceOther |
|
9g 99sBought 719th May 2026 18:08 |
14g 99sExpected sold 6.9, failed 0.1Reposts 2.0 | Buy-time model sell probability 77%buy conditions | +50.0% |
JACKPOT+27g 14s EV2g 24s expected deposit risk |
Deathwing Brood CloakNightslayer AllianceCloak |
|
16g 99sBought 519th May 2026 18:08 |
19g 99sExpected sold 3.4, failed 1.6Reposts 5.7 | Buy-time model sell probability 32%buy conditions | +17.7% |
JACKPOT+2g 37s EV4g 53s expected deposit risk |
Spined RingNightslayer HordeRing |
|
4g 50sBought 619th May 2026 18:08 |
4g 00sExpected sold 4.2, failed 1.8Reposts 6.7 | Buy-time model sell probability 33%buy conditions | -10.9% |
NO PAYOUT-4g 34s EV1g 42s expected deposit risk |
Deathwing Brood CloakNightslayer HordeCloak |
|
17g 94sBought 519th May 2026 18:08 |
18g 89sExpected sold 3.6, failed 1.4Reposts 5.4 | Buy-time model sell probability 34%buy conditions | +5.3% |
NO PAYOUT-4g 67s EV4g 67s expected deposit risk |
Twilight Cultist RobeSpineshatter AllianceRaw materials |
|
1g 69sNo buy19th May 2026 18:08 |
2g 99sNo sale assumedBuy-time model sell probability 53%buy conditions | +77.1% |
NO TRADE-0c expected deposit risk |
Deathwing Brood CloakSpineshatter AllianceCloak |
|
19g 88sBought 419th May 2026 18:08 |
19g 99sExpected sold 2.9, failed 1.1Reposts 4.3 | Buy-time model sell probability 34%buy conditions | +0.5% |
NO PAYOUT-6g 71s EV4g 14s expected deposit risk |
Tome of Conjure FoodThunderstrike AllianceBook |
|
10g 98sBought 119th May 2026 18:08 |
11g 99sExpected sold 0.9, failed 0.1Reposts 0.5 | Buy-time model sell probability 62%buy conditions | +9.2% |
NO PAYOUT-2s 89c EV41s 89c expected deposit risk |
Tourmaline LoopThunderstrike AllianceRing |
|
3g 87sBought 519th May 2026 18:08 |
5g 00sExpected sold 4.2, failed 0.8Reposts 4.2 | Buy-time model sell probability 46%buy conditions | +28.9% |
JACKPOT+2g 77s EV89s 08c expected deposit risk |
Primal LifeThunderstrike AllianceCrafted items |
|
7g 99sBought 419th May 2026 18:08 |
9g 34sExpected sold 3.8, failed 0.2Reposts 2.0 | Buy-time model sell probability 64%buy conditions | +16.8% |
JACKPOT+2g 14s EV1g 19s expected deposit risk |
Karrog's SpineThunderstrike AllianceOther |
|
3g 98sBought 819th May 2026 18:08 |
2g 79sExpected sold 7.1, failed 0.9Reposts 5.6 | Buy-time model sell probability 52%buy conditions | -29.8% |
NO PAYOUT-10g 83s EV1g 36s expected deposit risk |
Great Golden DraeniteThunderstrike HordeCrafted items |
|
4g 99sBought 419th May 2026 18:08 |
1g 99sExpected sold 3.2, failed 0.8Reposts 3.6 | Buy-time model sell probability 42%buy conditions | -60.1% |
NO PAYOUT-10g 97s EV95s 58c expected deposit risk |
Stormy Star of EluneThunderstrike HordeGems |
|
4g 03sBought 819th May 2026 18:08 |
6g 45sExpected sold 6.7, failed 1.3Reposts 6.7 | Buy-time model sell probability 46%buy conditions | +59.7% |
JACKPOT+12g 52s EV1g 48s expected deposit risk |
Spined RingThunderstrike HordeRing |
|
4g 00sBought 619th May 2026 18:08 |
5g 00sExpected sold 4.2, failed 1.8Reposts 6.7 | Buy-time model sell probability 33%buy conditions | +25.0% |
JACKPOT+1g 90s EV1g 26s expected deposit risk |
Gezzarak's ClawsThunderstrike HordeOther |
|
4g 88sBought 719th May 2026 18:08 |
5g 99sExpected sold 5.3, failed 1.7Reposts 7.1 | Buy-time model sell probability 38%buy conditions | +22.7% |
JACKPOT+2g 57s EV1g 72s expected deposit risk |
Pattern: Boots of Natural GraceThunderstrike HordeRecipes |
|
95g 88sBought 119th May 2026 18:08 |
19g 99sExpected sold 0.9, failed 0.1Reposts 0.7 | Buy-time model sell probability 55%buy conditions | -79.1% |
NO PAYOUT-73g 72s EV3g 97s expected deposit risk |
Pending Reads
- Mystic Dawnstone: pending until the 3-day sold result can be scored.