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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Heart of Tarrasque | 43 | 43.00% | 100.0 | 74.42% | +25.30% | +16.49% | -1.69% | -4.89% | 25:35 | 20:00 | 23:39 | 25:33 | 27:22 | 32:26 | 03:43 | 02:45 |
 | Aghanim's Shard | 22 | 22.00% | 98.3 | 77.27% | +22.14% | +22.73% | +2.73% | -1.73% | 34:17 | 22:29 | 26:28 | 30:23 | 38:02 | 55:05 | 11:34 | 08:34 |
 | Eye of Skadi | 56 | 56.00% | 96.7 | 67.86% | +17.86% | +17.85% | -10.72% | -5.46% | 24:10 | 17:56 | 20:29 | 22:04 | 25:43 | 41:14 | 05:14 | 03:52 |
 | Yasha | 87 | 87.00% | 95.0 | 63.22% | +24.76% | +23.14% | +0.42% | -12.17% | 11:04 | 08:11 | 10:03 | 10:51 | 11:55 | 15:34 | 01:52 | 01:22 |
 | Manta Style | 86 | 86.00% | 93.3 | 62.79% | +19.93% | +23.57% | -5.65% | -16.39% | 14:48 | 11:54 | 13:50 | 14:45 | 15:37 | 19:35 | 01:47 | 01:19 |
 | Quelling Blade | 89 | 89.00% | 91.7 | 61.80% | +16.35% | +10.93% | -2.71% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:02 | 00:00 | 00:00 |
 | Boots of Speed | 100 | 100.00% | 90.0 | 60.00% | +60.00% | +4.00% | -16.00% | -11.76% | 04:34 | -01:23 | 03:29 | 04:17 | 05:11 | 23:27 | 01:42 | 01:15 |
 | Power Treads | 98 | 98.00% | 88.3 | 59.18% | -40.82% | +12.82% | -5.01% | -11.38% | 06:33 | 03:40 | 05:17 | 05:53 | 06:51 | 31:35 | 01:34 | 01:09 |
 | Aghanim's Scepter | 47 | 47.00% | 86.7 | 63.83% | +7.23% | +2.84% | -22.16% | -1.95% | 29:37 | 18:38 | 21:45 | 25:59 | 34:33 | 1:08:01 | 12:48 | 09:28 |
 | Wraith Band | 40 | 40.00% | 85.0 | 65.00% | +8.33% | -25.00% | -5.00% | 20.00% | 02:51 | -01:29 | 01:46 | 01:58 | 02:21 | 23:22 | 00:35 | 00:25 |
 | Butterfly | 35 | 35.00% | 83.3 | 65.71% | +8.79% | +0.96% | +0.96% | 0.00% | 31:02 | 22:11 | 27:48 | 30:15 | 32:09 | 52:27 | 04:21 | 03:13 |
 | Scythe of Vyse | 8 | 8.00% | 81.7 | 87.50% | +29.89% | +12.50% | +12.50% | 0.00% | 43:42 | 33:20 | 33:28 | 37:24 | 50:33 | 57:44 | 17:05 | 12:39 |
 | Diffusal Blade | 12 | 12.00% | 80.0 | 75.00% | +17.05% | -8.33% | -41.67% | -6.52% | 16:23 | 10:39 | 12:45 | 15:48 | 17:52 | 24:32 | 05:07 | 03:47 |
 | Magic Wand | 29 | 29.00% | 78.3 | 62.07% | +2.92% | -4.93% | -4.93% | 0.00% | 06:45 | -01:29 | 02:35 | 05:57 | 09:35 | 18:30 | 07:00 | 05:11 |
 | Aghanim's Blessing | 16 | 16.00% | 76.7 | 68.75% | +10.42% | -18.75% | +6.25% | 3.18% | 47:38 | 36:15 | 43:06 | 45:50 | 50:57 | 1:08:01 | 07:51 | 05:48 |
 | Ring of Basilius | 38 | 38.00% | 75.0 | 57.89% | -3.40% | +2.11% | -2.33% | -0.59% | 10:51 | 03:56 | 06:28 | 08:10 | 13:59 | 34:48 | 07:31 | 05:34 |
 | Black King Bar | 20 | 20.00% | 73.3 | 65.00% | +6.25% | +15.00% | -25.00% | -4.70% | 37:01 | 25:38 | 29:45 | 35:19 | 38:16 | 56:55 | 08:31 | 06:18 |
 | Wind Lace | 22 | 22.00% | 71.7 | 63.64% | +4.67% | -13.64% | -3.64% | 2.41% | 09:53 | 04:47 | 08:00 | 10:13 | 12:09 | 14:24 | 04:09 | 03:04 |
 | Magic Stick | 43 | 43.00% | 70.0 | 55.81% | -7.35% | -10.36% | -1.26% | 9.10% | 00:40 | -01:30 | -01:29 | -01:29 | 01:31 | 12:51 | 03:00 | 02:13 |
 | Void Stone | 52 | 52.00% | 68.3 | 53.85% | -12.82% | +7.69% | +23.07% | 1.04% | 24:39 | 10:29 | 16:39 | 20:11 | 31:29 | 53:44 | 14:50 | 10:59 |
 | Orchid Malevolence | 46 | 46.00% | 66.7 | 54.35% | -10.46% | +3.98% | +9.29% | 0.47% | 24:48 | 14:51 | 19:12 | 20:58 | 30:24 | 47:08 | 11:12 | 08:17 |
 | Bloodthorn | 29 | 29.00% | 65.0 | 58.62% | -1.94% | -1.48% | +27.09% | 3.83% | 35:22 | 27:00 | 31:08 | 33:18 | 38:36 | 48:39 | 07:28 | 05:31 |
 | Mage Slayer | 24 | 24.00% | 63.3 | 54.17% | -7.67% | -20.84% | +12.50% | 4.68% | 33:27 | 20:30 | 30:05 | 31:44 | 37:12 | 45:06 | 07:07 | 05:16 |
 | Nullifier | 3 | 3.00% | 61.7 | 100.00% | +41.24% | 0.00% | 0.00% | 0.00% | 40:33 | 29:13 | 29:13 | 45:06 | 47:19 | 47:19 | 18:06 | 13:24 |
 | Helm of Iron Will | 3 | 3.00% | 60.0 | 100.00% | +41.24% | 0.00% | 0.00% | 0.00% | 40:02 | 28:52 | 28:52 | 44:09 | 47:06 | 47:06 | 18:14 | 13:30 |
 | Blink Dagger | 7 | 7.00% | 58.3 | 71.43% | +12.29% | +28.57% | -21.43% | 0.00% | 38:31 | 32:48 | 34:26 | 37:07 | 39:17 | 48:54 | 04:51 | 03:35 |
 | Ring of Health | 22 | 22.00% | 56.7 | 45.45% | -18.65% | -28.78% | +14.55% | 1.52% | 32:05 | 09:39 | 17:32 | 30:00 | 46:02 | 60:13 | 28:30 | 21:06 |
 | Swift Blink | 6 | 6.00% | 55.0 | 66.67% | +7.10% | +33.33% | +33.33% | 0.00% | 41:00 | 35:02 | 36:58 | 39:35 | 42:12 | 50:57 | 05:14 | 03:52 |
 | Skull Basher | 6 | 6.00% | 53.3 | 66.67% | +7.10% | +33.33% | +33.33% | 0.00% | 38:31 | 27:24 | 30:16 | 30:26 | 48:20 | 51:57 | 18:04 | 13:22 |
 | Moon Shard | 7 | 7.00% | 51.7 | 57.14% | -3.08% | -7.14% | -7.14% | 0.00% | 51:11 | 45:56 | 46:35 | 49:13 | 49:20 | 1:01:13 | 02:45 | 02:02 |
 | Wraith Pact | 8 | 8.00% | 50.0 | 50.00% | -10.87% | 0.00% | +50.00% | 4.59% | 26:46 | 14:26 | 20:13 | 23:25 | 31:07 | 37:56 | 10:54 | 08:04 |
 | Abyssal Blade | 5 | 5.00% | 48.3 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 42:40 | 31:41 | 31:41 | 46:36 | 49:32 | 52:45 | 17:51 | 13:13 |
 | Orb of Venom | 5 | 5.00% | 46.7 | 60.00% | 0.00% | -60.00% | +40.00% | 0.00% | -00:04 | -01:29 | -01:29 | -01:29 | 01:35 | 02:30 | 03:04 | 02:16 |
 | Vanguard | 5 | 5.00% | 45.0 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 41:47 | 28:53 | 28:53 | 46:31 | 49:24 | 52:45 | 20:31 | 15:11 |
 | Linken's Sphere | 9 | 9.00% | 43.3 | 44.44% | -17.10% | -44.44% | +5.56% | 5.15% | 35:59 | 24:41 | 28:36 | 33:17 | 38:18 | 53:14 | 09:42 | 07:11 |
 | Ring of Protection | 9 | 9.00% | 41.7 | 44.44% | -17.10% | +5.56% | +55.56% | 3.56% | 19:20 | 07:18 | 08:27 | 18:25 | 22:29 | 34:48 | 14:02 | 10:23 |
 | Vladmir's Offering | 9 | 9.00% | 40.0 | 44.44% | -17.10% | +5.56% | +55.56% | 6.04% | 23:07 | 10:41 | 19:40 | 21:28 | 27:57 | 34:49 | 08:17 | 06:08 |
 | Buckler | 9 | 9.00% | 38.3 | 44.44% | -17.10% | +5.56% | +55.56% | 3.56% | 19:21 | 07:18 | 08:27 | 18:26 | 22:30 | 34:48 | 14:03 | 10:24 |
 | Morbid Mask | 10 | 10.00% | 36.7 | 40.00% | -22.22% | +26.67% | +10.00% | -1.50% | 23:43 | 09:42 | 19:37 | 20:38 | 30:44 | 34:48 | 11:07 | 08:14 |
 | Radiance | 3 | 3.00% | 35.0 | 66.67% | +6.88% | -66.67% | 0.00% | 0.00% | 28:16 | 26:05 | 26:05 | 27:24 | 31:19 | 31:19 | 05:14 | 03:52 |
 | Javelin | 1 | 1.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.00% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.00% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.00% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.00% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.00% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Headdress | 5 | 5.00% | 21.7 | 40.00% | -21.05% | +60.00% | -40.00% | 0.00% | 19:08 | 15:37 | 15:37 | 18:24 | 20:14 | 25:03 | 04:37 | 03:25 |
 | Refresher Orb | 2 | 2.00% | 20.0 | 50.00% | -10.20% | -50.00% | 0.00% | 0.00% | 57:49 | 55:25 | 55:25 | 60:13 | 60:13 | 60:13 | 04:48 | 03:33 |
 | Hand of Midas | 2 | 2.00% | 18.3 | 50.00% | -10.20% | +50.00% | 0.00% | 0.00% | 09:56 | 09:25 | 09:25 | 10:27 | 10:27 | 10:27 | 01:02 | 00:45 |
 | Silver Edge | 3 | 3.00% | 16.7 | 33.33% | -27.49% | -33.33% | 0.00% | 0.00% | 44:16 | 35:02 | 35:02 | 37:36 | 60:09 | 60:09 | 25:07 | 18:36 |
 | Crystalys | 3 | 3.00% | 15.0 | 33.33% | -27.49% | -33.33% | 0.00% | 0.00% | 44:10 | 34:53 | 34:53 | 37:27 | 60:09 | 60:09 | 25:16 | 18:42 |
 | Meteor Hammer | 4 | 4.00% | 13.3 | 25.00% | -36.46% | +75.00% | -25.00% | 0.00% | 16:14 | 12:18 | 12:18 | 12:21 | 14:10 | 26:05 | 01:52 | 01:22 |
 | Pipe of Insight | 4 | 4.00% | 11.7 | 25.00% | -36.46% | +75.00% | -25.00% | 0.00% | 21:49 | 18:55 | 18:55 | 21:26 | 21:33 | 25:20 | 02:38 | 01:57 |
 | Crown | 4 | 4.00% | 10.0 | 25.00% | -36.46% | +75.00% | -25.00% | 0.00% | 09:55 | 06:59 | 06:59 | 06:59 | 11:06 | 14:36 | 04:07 | 03:02 |
 | Shadow Blade | 4 | 4.00% | 8.3 | 25.00% | -36.46% | -25.00% | -25.00% | 0.00% | 38:17 | 28:59 | 28:59 | 31:47 | 32:13 | 60:08 | 03:14 | 02:23 |
 | Hood of Defiance | 4 | 4.00% | 6.7 | 25.00% | -36.46% | -25.00% | -25.00% | 0.00% | 15:37 | 13:06 | 13:06 | 14:54 | 16:50 | 17:38 | 03:44 | 02:45 |
 | Force Staff | 1 | 1.00% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Satanic | 1 | 1.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |