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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 | |
 | Eye of Skadi | 106 | 35.22% | 100.0 | 69.81% | +27.76% | +7.97% | -4.43% | -2.69% | 33:48 | 20:19 | 30:45 | 33:00 | 35:22 | 48:27 | 04:37 | 03:25 |
 | Linken's Sphere | 78 | 25.91% | 98.5 | 67.95% | +21.76% | +2.05% | -15.32% | -2.43% | 30:15 | 16:41 | 26:43 | 29:52 | 33:52 | 47:46 | 07:09 | 05:17 |
 | Mjollnir | 156 | 51.83% | 97.0 | 64.10% | +25.48% | -5.13% | +17.95% | 3.20% | 30:16 | 15:58 | 26:40 | 30:00 | 33:53 | 1:01:57 | 07:13 | 05:20 |
 | Void Stone | 116 | 38.54% | 95.5 | 62.93% | +18.07% | +2.59% | -11.21% | -1.02% | 31:47 | 09:51 | 24:31 | 31:28 | 38:01 | 1:02:47 | 13:30 | 10:00 |
 | Ring of Health | 118 | 39.20% | 93.9 | 61.86% | +16.50% | -5.19% | -6.69% | -0.11% | 30:36 | 02:31 | 24:46 | 30:47 | 37:50 | 1:02:47 | 13:04 | 09:40 |
 | Refresher Orb | 48 | 15.95% | 92.4 | 66.67% | +17.66% | +25.00% | +8.33% | -4.26% | 42:39 | 33:57 | 40:01 | 41:27 | 43:56 | 1:02:53 | 03:55 | 02:54 |
 | Satanic | 30 | 9.97% | 90.9 | 70.00% | +20.18% | +30.00% | -41.43% | -8.97% | 36:34 | 23:45 | 31:57 | 35:32 | 39:55 | 52:59 | 07:58 | 05:54 |
 | Aghanim's Shard | 202 | 67.11% | 89.4 | 56.44% | +14.02% | +2.38% | -20.44% | -2.28% | 24:38 | 15:00 | 18:56 | 24:09 | 28:57 | 48:14 | 10:01 | 07:25 |
 | Maelstrom | 272 | 90.37% | 87.9 | 53.31% | +15.38% | +6.98% | -13.60% | -7.31% | 15:53 | 09:10 | 14:18 | 15:49 | 17:07 | 29:25 | 02:49 | 02:05 |
 | Javelin | 279 | 92.69% | 86.4 | 53.05% | +16.69% | +6.95% | -15.91% | -6.44% | 13:00 | 04:49 | 10:47 | 12:39 | 14:20 | 45:00 | 03:33 | 02:37 |
 | Black King Bar | 244 | 81.06% | 84.8 | 52.87% | +5.50% | +9.43% | -21.72% | -9.44% | 23:48 | 16:55 | 21:38 | 23:17 | 24:56 | 37:52 | 03:18 | 02:26 |
 | Boots of Speed | 301 | 100.00% | 83.3 | 51.83% | +51.83% | +2.84% | +0.17% | -1.42% | 05:08 | 01:37 | 03:56 | 04:54 | 05:49 | 23:59 | 01:53 | 01:23 |
 | Power Treads | 297 | 98.67% | 81.8 | 51.52% | -23.48% | +3.89% | -5.57% | -5.62% | 06:54 | 03:03 | 05:38 | 06:25 | 07:19 | 20:32 | 01:41 | 01:14 |
 | Quelling Blade | 296 | 98.34% | 80.3 | 51.35% | -28.65% | +5.41% | -4.05% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 01:49 | 00:00 | 00:00 |
 | Magic Stick | 280 | 93.02% | 78.8 | 51.43% | -5.71% | +1.43% | 0.00% | -1.43% | 01:33 | -01:30 | -01:29 | -01:29 | 02:27 | 25:56 | 03:56 | 02:54 |
 | Sange and Yasha | 23 | 7.64% | 77.3 | 69.57% | +19.21% | +30.43% | +13.76% | -3.28% | 27:40 | 17:45 | 25:42 | 27:28 | 30:47 | 41:07 | 05:05 | 03:45 |
 | Sange | 36 | 11.96% | 75.8 | 63.89% | +13.70% | +13.89% | -8.33% | -3.05% | 25:55 | 15:30 | 21:46 | 26:48 | 29:03 | 37:27 | 07:17 | 05:23 |
 | Yasha | 63 | 20.93% | 74.2 | 58.73% | +8.73% | +3.77% | +3.77% | 0.00% | 23:00 | 12:41 | 16:27 | 23:55 | 27:55 | 40:35 | 11:28 | 08:29 |
 | Magic Wand | 247 | 82.06% | 72.7 | 51.42% | -2.28% | +0.19% | +3.42% | 0.32% | 09:19 | -01:29 | 03:54 | 07:59 | 14:02 | 31:46 | 10:08 | 07:30 |
 | Wraith Band | 128 | 42.52% | 71.2 | 53.13% | +2.26% | -6.25% | +3.12% | 9.37% | 02:50 | -01:29 | 01:37 | 02:06 | 02:36 | 28:56 | 00:59 | 00:43 |
 | Morbid Mask | 180 | 59.80% | 69.7 | 51.11% | -1.78% | +2.22% | 0.00% | -0.89% | 10:39 | 02:57 | 07:25 | 08:27 | 09:54 | 52:31 | 02:29 | 01:50 |
 | Butterfly | 22 | 7.31% | 68.2 | 68.18% | +17.64% | +15.15% | -28.18% | -6.13% | 41:46 | 28:23 | 37:47 | 41:29 | 44:51 | 1:12:10 | 07:04 | 05:14 |
 | Orb of Venom | 26 | 8.64% | 66.7 | 65.38% | +14.83% | +20.33% | -15.38% | -11.46% | 03:06 | -01:29 | 01:15 | 01:58 | 04:22 | 10:17 | 03:07 | 02:18 |
 | Mask of Madness | 154 | 51.16% | 65.2 | 50.65% | -2.41% | +13.45% | -24.33% | -17.99% | 11:28 | 06:23 | 09:56 | 10:55 | 12:02 | 40:43 | 02:06 | 01:33 |
 | Manta Style | 33 | 10.96% | 63.6 | 60.61% | +9.86% | +26.89% | +1.89% | -3.09% | 24:56 | 17:29 | 21:00 | 22:48 | 29:06 | 34:21 | 08:06 | 06:00 |
 | Hand of Midas | 61 | 20.27% | 62.1 | 52.46% | +0.79% | +20.87% | -25.79% | -23.53% | 11:17 | 06:55 | 10:29 | 11:25 | 12:28 | 14:37 | 01:59 | 01:28 |
 | Headdress | 4 | 1.33% | 60.6 | 100.00% | +48.82% | 0.00% | 0.00% | 0.00% | 09:23 | -01:30 | -01:30 | -01:29 | -01:29 | 41:59 | 00:01 | 00:00 |
 | Monkey King Bar | 23 | 7.64% | 59.1 | 56.52% | +5.08% | -23.19% | +26.81% | 3.08% | 37:42 | 26:31 | 28:58 | 35:27 | 45:12 | 1:02:19 | 16:14 | 12:01 |
 | Ring of Protection | 9 | 2.99% | 57.6 | 66.67% | +15.30% | +33.33% | -16.67% | -1.89% | 25:32 | 09:23 | 12:01 | 17:23 | 38:27 | 46:04 | 26:26 | 19:34 |
 | Fluffy Hat | 14 | 4.65% | 56.1 | 57.14% | +5.57% | -7.14% | -23.81% | -4.33% | 10:22 | 04:51 | 06:34 | 07:34 | 10:25 | 24:28 | 03:51 | 02:51 |
 | Nullifier | 7 | 2.33% | 54.5 | 71.43% | +20.07% | +28.57% | -21.43% | 0.00% | 45:40 | 36:23 | 37:18 | 48:28 | 48:41 | 50:31 | 11:23 | 08:25 |
 | Helm of Iron Will | 8 | 2.66% | 53.0 | 62.50% | +10.96% | +37.50% | -12.50% | 0.00% | 44:34 | 35:57 | 36:49 | 47:34 | 48:17 | 50:14 | 11:28 | 08:29 |
 | Buckler | 8 | 2.66% | 51.5 | 62.50% | +10.96% | -12.50% | -12.50% | 0.00% | 27:33 | 12:01 | 15:18 | 17:23 | 38:27 | 46:04 | 23:09 | 17:08 |
 | Orb of Corrosion | 11 | 3.65% | 50.0 | 54.55% | +2.83% | +12.12% | -21.22% | -11.24% | 09:32 | 05:26 | 07:24 | 08:26 | 10:22 | 18:05 | 02:58 | 02:11 |
 | Blight Stone | 11 | 3.65% | 48.5 | 54.55% | +2.83% | +12.12% | -21.22% | -10.21% | 08:54 | 03:33 | 06:38 | 07:35 | 09:54 | 17:50 | 03:16 | 02:25 |
 | Aeon Disk | 6 | 1.99% | 47.0 | 66.67% | +15.14% | +33.33% | +33.33% | 0.00% | 46:20 | 41:54 | 42:25 | 45:00 | 46:51 | 56:27 | 04:26 | 03:17 |
 | Diffusal Blade | 4 | 1.33% | 45.5 | 75.00% | +23.48% | +25.00% | +25.00% | 0.00% | 14:43 | 11:09 | 11:09 | 12:55 | 17:00 | 17:47 | 05:51 | 04:20 |
 | Ring of Basilius | 4 | 1.33% | 43.9 | 75.00% | +23.48% | +25.00% | -75.00% | 0.00% | 12:02 | 09:47 | 09:47 | 10:59 | 12:02 | 15:18 | 02:15 | 01:40 |
 | Moon Shard | 7 | 2.33% | 42.4 | 57.14% | +5.44% | -57.14% | -7.14% | 0.00% | 50:12 | 29:48 | 35:39 | 55:29 | 56:52 | 1:04:53 | 21:13 | 15:42 |
 | Arcane Boots | 2 | 0.66% | 40.9 | 100.00% | +48.49% | 0.00% | 0.00% | 0.00% | 28:07 | 19:57 | 19:57 | 36:17 | 36:17 | 36:17 | 16:20 | 12:05 |
 | Heaven's Halberd | 9 | 2.99% | 39.4 | 44.44% | -7.61% | +5.56% | -44.44% | -5.46% | 26:32 | 18:19 | 19:43 | 26:55 | 28:52 | 38:50 | 09:09 | 06:46 |
 | Wraith Pact | 3 | 1.00% | 37.9 | 66.67% | +14.99% | -66.67% | 0.00% | 0.00% | 21:54 | 18:54 | 18:54 | 20:00 | 26:47 | 26:47 | 07:53 | 05:50 |
 | Vladmir's Offering | 3 | 1.00% | 36.4 | 66.67% | +14.99% | -66.67% | 0.00% | 0.00% | 17:44 | 15:19 | 15:19 | 15:19 | 22:33 | 22:33 | 07:14 | 05:21 |
 | Shadow Blade | 4 | 1.33% | 34.8 | 50.00% | -1.85% | +50.00% | +50.00% | 0.00% | 38:17 | 32:47 | 32:47 | 34:29 | 35:09 | 50:41 | 02:22 | 01:45 |
 | Assault Cuirass | 4 | 1.33% | 33.3 | 50.00% | -1.85% | +50.00% | +50.00% | 0.00% | 40:27 | 34:22 | 34:22 | 38:40 | 41:57 | 46:47 | 07:35 | 05:37 |
 | Silver Edge | 4 | 1.33% | 31.8 | 50.00% | -1.85% | +50.00% | +50.00% | 0.00% | 39:53 | 34:12 | 34:12 | 35:54 | 36:32 | 52:53 | 02:20 | 01:43 |
 | Crystalys | 4 | 1.33% | 30.3 | 50.00% | -1.85% | -50.00% | +50.00% | 0.00% | 38:47 | 32:28 | 32:28 | 33:52 | 36:32 | 52:17 | 04:04 | 03:00 |
 | Blink Dagger | 4 | 1.33% | 28.8 | 50.00% | -1.85% | -50.00% | +50.00% | 0.00% | 40:18 | 27:22 | 27:22 | 42:04 | 45:20 | 46:27 | 17:58 | 13:18 |
 | Vanguard | 1 | 0.33% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.33% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.33% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:28 | 49:28 | 49:28 | 49:28 | 49:28 | 49:28 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.33% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.33% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.33% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.33% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.33% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 0.66% | 15.2 | 50.00% | -1.84% | +50.00% | 0.00% | 0.00% | 40:24 | 37:21 | 37:21 | 43:27 | 43:27 | 43:27 | 06:06 | 04:31 |
 | Crown | 2 | 0.66% | 13.6 | 50.00% | -1.84% | -50.00% | 0.00% | 0.00% | 16:20 | 09:48 | 09:48 | 22:52 | 22:52 | 22:52 | 13:04 | 09:40 |
 | Wind Lace | 2 | 0.66% | 12.1 | 50.00% | -1.84% | -50.00% | 0.00% | 0.00% | 18:17 | 17:32 | 17:32 | 19:01 | 19:01 | 19:01 | 01:29 | 01:05 |
 | Hood of Defiance | 3 | 1.00% | 10.6 | 33.33% | -18.68% | -33.33% | 0.00% | 0.00% | 18:40 | 11:30 | 11:30 | 13:57 | 30:32 | 30:32 | 19:02 | 14:05 |
 | Lotus Orb | 3 | 1.00% | 9.1 | 33.33% | -18.68% | -33.33% | 0.00% | 0.00% | 30:50 | 15:41 | 15:41 | 36:38 | 40:10 | 40:10 | 24:29 | 18:08 |
 | Divine Rapier | 2 | 0.66% | 7.6 | 0.00% | -52.17% | 0.00% | 0.00% | 0.00% | 49:54 | 49:53 | 49:53 | 49:54 | 49:54 | 49:54 | 00:01 | 00:00 |
 | Orchid Malevolence | 1 | 0.33% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:30 | 52:30 | 52:30 | 52:30 | 52:30 | 52:30 | 00:00 | 00:00 |
 | Battle Fury | 1 | 0.33% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.33% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Bracer | 1 | 0.33% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |