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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 | |
 | Void Stone | 30 | 42.25% | 100.0 | 83.33% | +46.74% | +4.17% | +16.67% | 1.82% | 31:30 | 23:24 | 27:35 | 31:10 | 34:27 | 41:53 | 06:52 | 05:05 |
 | Ring of Health | 30 | 42.25% | 97.4 | 83.33% | +46.74% | +4.17% | +16.67% | 1.54% | 29:38 | 03:15 | 27:35 | 31:25 | 35:43 | 41:53 | 08:08 | 06:01 |
 | Refresher Orb | 21 | 29.58% | 94.7 | 85.71% | +41.71% | -5.71% | -5.71% | 0.00% | 35:48 | 27:36 | 33:29 | 36:40 | 37:30 | 43:00 | 04:01 | 02:58 |
 | Phase Boots | 61 | 85.92% | 92.1 | 59.02% | +19.02% | +14.31% | -25.69% | -18.05% | 09:35 | 05:43 | 08:00 | 09:06 | 10:13 | 22:11 | 02:13 | 01:38 |
 | Chainmail | 61 | 85.92% | 89.5 | 59.02% | +19.02% | -5.69% | -19.02% | -5.48% | 08:41 | 04:46 | 06:57 | 08:07 | 09:23 | 20:26 | 02:26 | 01:48 |
 | Blink Dagger | 70 | 98.59% | 86.8 | 57.14% | +57.14% | +3.97% | -4.20% | -2.39% | 15:11 | 09:25 | 12:28 | 14:23 | 15:53 | 26:59 | 03:25 | 02:31 |
 | Black King Bar | 68 | 95.77% | 84.2 | 57.35% | +24.02% | +19.12% | -10.29% | -5.69% | 23:01 | 15:50 | 20:13 | 23:16 | 25:23 | 29:35 | 05:10 | 03:49 |
 | Aghanim's Shard | 24 | 33.80% | 81.6 | 66.67% | +15.61% | +33.33% | -16.67% | -5.77% | 30:20 | 21:12 | 25:31 | 28:59 | 34:11 | 50:51 | 08:40 | 06:25 |
 | Boots of Speed | 71 | 100.00% | 78.9 | 56.34% | +56.34% | +4.77% | -11.90% | -8.13% | 05:03 | 02:02 | 03:57 | 05:01 | 06:00 | 09:28 | 02:03 | 01:31 |
 | Ring of Protection | 63 | 88.73% | 76.3 | 57.14% | +7.14% | +5.36% | -7.14% | -3.26% | 05:58 | -01:29 | 04:06 | 05:47 | 07:56 | 16:58 | 03:50 | 02:50 |
 | Soul Ring | 63 | 88.73% | 73.7 | 57.14% | +7.14% | +17.86% | -13.39% | -8.41% | 07:12 | 04:07 | 05:03 | 06:53 | 08:46 | 17:06 | 03:43 | 02:45 |
 | Bracer | 48 | 67.61% | 71.1 | 58.33% | +6.16% | +8.34% | -8.33% | -16.67% | 01:54 | -01:29 | 01:41 | 02:10 | 02:31 | 03:15 | 00:50 | 00:37 |
 | Magic Stick | 50 | 70.42% | 68.4 | 58.00% | +5.62% | +3.54% | -8.00% | -2.46% | 03:23 | -01:29 | 01:45 | 02:21 | 06:26 | 12:01 | 04:41 | 03:28 |
 | Quelling Blade | 58 | 81.69% | 65.8 | 55.17% | -6.37% | -1.84% | +1.97% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Magic Wand | 46 | 64.79% | 63.2 | 56.52% | +0.52% | +1.81% | -11.07% | -2.30% | 07:36 | -01:29 | 03:58 | 07:02 | 09:34 | 28:07 | 05:36 | 04:08 |
 | Bottle | 18 | 25.35% | 60.5 | 50.00% | -8.49% | +30.00% | +25.00% | -5.00% | 01:42 | 01:06 | 01:20 | 01:32 | 01:45 | 05:01 | 00:25 | 00:18 |
 | Buckler | 4 | 5.63% | 57.9 | 75.00% | +19.78% | +25.00% | +25.00% | 0.00% | 36:19 | 30:41 | 30:41 | 31:13 | 39:58 | 43:25 | 09:17 | 06:52 |
 | Wind Lace | 4 | 5.63% | 55.3 | 75.00% | +19.78% | -75.00% | +25.00% | 0.00% | 06:52 | 05:12 | 05:12 | 05:54 | 07:39 | 08:44 | 02:27 | 01:48 |
 | Sange | 2 | 2.82% | 52.6 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 26:37 | 25:52 | 25:52 | 27:21 | 27:21 | 27:21 | 01:29 | 01:05 |
 | Scythe of Vyse | 2 | 2.82% | 50.0 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 31:36 | 30:22 | 30:22 | 32:50 | 32:50 | 32:50 | 02:28 | 01:49 |
 | Heaven's Halberd | 2 | 2.82% | 47.4 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 29:07 | 28:24 | 28:24 | 29:50 | 29:50 | 29:50 | 01:26 | 01:03 |
 | Lotus Orb | 3 | 4.23% | 44.7 | 66.67% | +10.79% | -66.67% | 0.00% | 0.00% | 30:41 | 29:30 | 29:30 | 30:04 | 32:29 | 32:29 | 02:59 | 02:12 |
 | Assault Cuirass | 3 | 4.23% | 42.1 | 66.67% | +10.79% | +33.33% | 0.00% | 0.00% | 35:56 | 31:15 | 31:15 | 36:19 | 40:15 | 40:15 | 09:00 | 06:40 |
 | Fluffy Hat | 1 | 1.41% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.41% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:13 | 53:13 | 53:13 | 53:13 | 53:13 | 53:13 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.41% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.41% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.41% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.41% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 42:01 | 00:00 | 00:00 |
 | Morbid Mask | 5 | 7.04% | 23.7 | 40.00% | -17.58% | +60.00% | -40.00% | -10.22% | 34:02 | 27:52 | 27:52 | 35:54 | 37:39 | 40:07 | 09:47 | 07:14 |
 | Blight Stone | 6 | 8.45% | 21.1 | 33.33% | -25.13% | -33.33% | +66.67% | 4.49% | 15:53 | 02:38 | 06:33 | 06:53 | 28:48 | 28:56 | 22:15 | 16:28 |
 | Skull Basher | 2 | 2.82% | 18.4 | 50.00% | -6.52% | +50.00% | 0.00% | 0.00% | 34:00 | 33:05 | 33:05 | 34:54 | 34:54 | 34:54 | 01:49 | 01:20 |
 | Satanic | 3 | 4.23% | 15.8 | 33.33% | -24.02% | +66.67% | 0.00% | 0.00% | 35:26 | 28:18 | 28:18 | 36:45 | 41:15 | 41:15 | 12:57 | 09:35 |
 | Desolator | 3 | 4.23% | 13.2 | 33.33% | -24.02% | -33.33% | 0.00% | 0.00% | 28:28 | 27:13 | 27:13 | 28:48 | 29:24 | 29:24 | 02:11 | 01:37 |
 | Armlet of Mordiggian | 1 | 1.41% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.41% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:30 | 03:30 | 03:30 | 03:30 | 03:30 | 03:30 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.41% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Power Treads | 3 | 4.23% | 2.6 | 0.00% | -58.82% | 0.00% | 0.00% | 0.00% | 08:27 | 07:04 | 07:04 | 07:48 | 10:28 | 10:28 | 03:24 | 02:31 |