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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 | |
 | Arcane Boots | 50 | 51.55% | 100.0 | 66.00% | +23.45% | +10.92% | +9.00% | -0.84% | 15:09 | 09:37 | 13:02 | 14:01 | 15:19 | 41:28 | 02:17 | 01:41 |
 | Wind Lace | 45 | 46.39% | 97.8 | 62.22% | +14.14% | +1.42% | +1.42% | 0.00% | 14:05 | 00:20 | 07:24 | 11:56 | 18:41 | 49:02 | 11:17 | 08:21 |
 | Void Stone | 27 | 27.84% | 95.6 | 66.67% | +16.67% | -23.81% | -9.53% | 1.25% | 27:10 | 16:58 | 19:02 | 25:19 | 30:26 | 52:18 | 11:24 | 08:26 |
 | Aether Lens | 22 | 22.68% | 93.3 | 68.18% | +17.51% | -18.18% | +11.82% | 2.65% | 27:14 | 18:21 | 20:17 | 25:28 | 31:35 | 40:29 | 11:18 | 08:22 |
 | Boots of Speed | 97 | 100.00% | 91.1 | 54.64% | +54.64% | -8.81% | +3.69% | 4.10% | 07:08 | -01:29 | 05:40 | 06:59 | 08:43 | 14:12 | 03:03 | 02:15 |
 | Blink Dagger | 59 | 60.82% | 88.9 | 55.93% | +3.30% | +4.07% | -15.93% | -3.02% | 24:39 | 15:49 | 20:36 | 23:25 | 27:14 | 37:40 | 06:38 | 04:54 |
 | Magic Stick | 82 | 84.54% | 86.7 | 53.66% | -6.34% | +3.48% | +1.34% | -0.34% | 04:13 | -01:29 | -01:29 | 02:42 | 07:44 | 31:21 | 09:13 | 06:49 |
 | Magic Wand | 75 | 77.32% | 84.4 | 52.00% | -11.64% | +0.63% | +0.63% | 0.00% | 11:15 | 01:50 | 08:48 | 10:44 | 13:03 | 32:17 | 04:15 | 03:08 |
 | Aghanim's Scepter | 9 | 9.28% | 82.2 | 77.78% | +25.51% | +22.22% | +22.22% | 0.00% | 27:28 | 21:28 | 22:09 | 24:49 | 26:39 | 39:25 | 04:30 | 03:20 |
 | Aghanim's Shard | 25 | 25.77% | 80.0 | 60.00% | +7.22% | +23.33% | +6.67% | -1.63% | 28:42 | 15:40 | 23:29 | 26:27 | 33:43 | 44:25 | 10:14 | 07:34 |
 | Glimmer Cape | 24 | 24.74% | 77.8 | 58.33% | +4.91% | +8.34% | +8.34% | 0.00% | 26:46 | 19:24 | 21:59 | 24:50 | 31:07 | 38:10 | 09:08 | 06:45 |
 | Force Staff | 6 | 6.19% | 75.6 | 83.33% | +30.58% | +16.67% | +16.67% | 0.00% | 28:05 | 19:39 | 21:58 | 22:23 | 37:49 | 39:18 | 15:51 | 11:44 |
 | Ring of Protection | 6 | 6.19% | 73.3 | 83.33% | +30.58% | +16.67% | -83.33% | 0.00% | 29:30 | 14:43 | 19:19 | 25:19 | 34:20 | 54:28 | 15:01 | 11:07 |
 | Ring of Basilius | 14 | 14.43% | 71.1 | 64.29% | +11.28% | +10.71% | +35.71% | 2.82% | 06:30 | -01:29 | 01:09 | 03:14 | 10:00 | 25:37 | 08:51 | 06:33 |
 | Fluffy Hat | 21 | 21.65% | 68.9 | 57.14% | +3.19% | +2.86% | +2.86% | 0.00% | 18:39 | 07:22 | 11:34 | 15:42 | 22:22 | 39:18 | 10:48 | 08:00 |
 | Aeon Disk | 11 | 11.34% | 66.7 | 63.64% | +10.15% | +3.03% | +3.03% | 0.00% | 41:31 | 30:09 | 32:14 | 40:03 | 47:49 | 56:15 | 15:35 | 11:32 |
 | Headdress | 23 | 23.71% | 64.4 | 52.17% | -3.24% | +14.50% | -2.17% | 0.00% | 01:46 | -01:30 | -01:29 | -01:29 | -01:29 | 37:26 | 00:00 | 00:00 |
 | Shadow Blade | 9 | 9.28% | 62.2 | 66.67% | +13.26% | +33.33% | -16.67% | -10.14% | 31:16 | 25:24 | 29:34 | 30:39 | 34:30 | 35:36 | 04:56 | 03:39 |
 | Null Talisman | 9 | 9.28% | 60.0 | 66.67% | +13.26% | +33.33% | -16.67% | -10.17% | 07:05 | 03:08 | 03:42 | 06:45 | 08:37 | 13:57 | 04:55 | 03:38 |
 | Tranquil Boots | 21 | 21.65% | 57.8 | 52.38% | -2.88% | -32.38% | +27.62% | 3.88% | 20:02 | 08:23 | 11:20 | 16:17 | 26:47 | 49:35 | 15:27 | 11:26 |
 | Buckler | 3 | 3.09% | 55.6 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 26:20 | 19:20 | 19:20 | 25:19 | 34:20 | 34:20 | 15:00 | 11:06 |
 | Witch Blade | 10 | 10.31% | 53.3 | 60.00% | +5.98% | +6.67% | -10.00% | -3.19% | 15:41 | 11:32 | 12:25 | 14:16 | 17:39 | 27:33 | 05:14 | 03:52 |
 | Chainmail | 10 | 10.31% | 51.1 | 60.00% | +5.98% | -26.67% | -10.00% | 3.95% | 13:30 | 08:26 | 10:16 | 11:37 | 14:29 | 27:33 | 04:13 | 03:07 |
 | Bottle | 9 | 9.28% | 48.9 | 55.56% | +1.01% | -5.56% | -55.56% | -50.00% | 01:41 | 01:01 | 01:08 | 01:25 | 01:48 | 03:53 | 00:40 | 00:29 |
 | Wraith Band | 2 | 2.06% | 46.7 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 11:26 | 09:49 | 09:49 | 13:03 | 13:03 | 13:03 | 03:14 | 02:23 |
 | Wraith Pact | 2 | 2.06% | 44.4 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 33:02 | 26:26 | 26:26 | 39:38 | 39:38 | 39:38 | 13:12 | 09:46 |
 | Pipe of Insight | 2 | 2.06% | 42.2 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 31:03 | 24:13 | 24:13 | 37:52 | 37:52 | 37:52 | 13:39 | 10:06 |
 | Vladmir's Offering | 2 | 2.06% | 40.0 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 29:31 | 23:29 | 23:29 | 35:32 | 35:32 | 35:32 | 12:03 | 08:55 |
 | Orchid Malevolence | 2 | 2.06% | 37.8 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 29:56 | 27:30 | 27:30 | 32:22 | 32:22 | 32:22 | 04:52 | 03:36 |
 | Power Treads | 7 | 7.22% | 35.6 | 57.14% | +2.70% | -7.14% | -7.14% | 0.00% | 14:21 | 08:33 | 11:06 | 13:18 | 13:42 | 27:20 | 02:36 | 01:55 |
 | Morbid Mask | 3 | 3.09% | 33.3 | 66.67% | +12.41% | +33.33% | 0.00% | 0.00% | 28:47 | 22:59 | 22:59 | 28:21 | 35:02 | 35:02 | 12:03 | 08:55 |
 | Hood of Defiance | 3 | 3.09% | 31.1 | 66.67% | +12.41% | +33.33% | 0.00% | 0.00% | 33:28 | 19:27 | 19:27 | 37:49 | 43:09 | 43:09 | 23:42 | 17:33 |
 | Ghost Scepter | 7 | 7.22% | 28.9 | 42.86% | -12.70% | -42.86% | +7.14% | 0.00% | 32:03 | 16:56 | 22:21 | 35:35 | 35:57 | 41:02 | 13:36 | 10:04 |
 | Holy Locket | 4 | 4.12% | 26.7 | 50.00% | -4.84% | -50.00% | -50.00% | 0.00% | 27:51 | 19:19 | 19:19 | 20:35 | 33:30 | 38:01 | 14:11 | 10:30 |
 | Black King Bar | 4 | 4.12% | 24.4 | 50.00% | -4.84% | -50.00% | +50.00% | 0.00% | 38:34 | 27:07 | 27:07 | 39:38 | 43:08 | 44:21 | 16:01 | 11:51 |
 | Quelling Blade | 1 | 1.03% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.03% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.03% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.03% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.03% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 00:00 | 00:00 |
 | Ring of Health | 5 | 5.15% | 11.1 | 40.00% | -15.43% | +60.00% | -40.00% | 0.00% | 39:00 | 19:27 | 19:27 | 42:27 | 42:59 | 52:18 | 23:32 | 17:25 |
 | Urn of Shadows | 2 | 2.06% | 8.9 | 50.00% | -4.74% | +50.00% | 0.00% | 0.00% | 34:36 | 14:43 | 14:43 | 54:28 | 54:28 | 54:28 | 39:45 | 29:26 |
 | Spirit Vessel | 1 | 1.03% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 54:28 | 00:00 | 00:00 |
 | Blight Stone | 2 | 2.06% | 4.4 | 0.00% | -55.79% | 0.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:26 | -01:26 | -01:26 | 00:03 | 00:02 |
 | Lotus Orb | 1 | 1.03% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |