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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 | |
 | Power Treads | 4 | 17.39% | 100.0 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 06:38 | 06:07 | 06:07 | 06:21 | 06:32 | 07:30 | 00:25 | 00:18 |
 | Black King Bar | 6 | 26.09% | 97.8 | 83.33% | +48.04% | +16.67% | +16.67% | 0.00% | 25:52 | 17:30 | 19:15 | 20:25 | 36:58 | 37:14 | 17:43 | 13:07 |
 | Assault Cuirass | 3 | 13.04% | 95.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:27 | 25:38 | 25:38 | 26:42 | 27:02 | 27:02 | 01:24 | 01:02 |
 | Echo Sabre | 3 | 13.04% | 93.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 11:34 | 10:58 | 10:58 | 11:32 | 12:13 | 12:13 | 01:15 | 00:55 |
 | Magic Wand | 13 | 56.52% | 91.1 | 61.54% | +31.54% | +5.13% | +5.13% | 0.00% | 07:03 | 02:58 | 03:28 | 07:03 | 08:11 | 16:13 | 04:43 | 03:29 |
 | Crown | 5 | 21.74% | 88.9 | 80.00% | +41.11% | +20.00% | -80.00% | 0.00% | 23:57 | 11:59 | 11:59 | 26:34 | 30:59 | 36:28 | 19:00 | 14:04 |
 | Wind Lace | 5 | 21.74% | 86.7 | 80.00% | +41.11% | +20.00% | -80.00% | 0.00% | 23:14 | 08:52 | 08:52 | 24:26 | 30:27 | 36:28 | 21:35 | 15:59 |
 | Solar Crest | 5 | 21.74% | 84.4 | 80.00% | +41.11% | +20.00% | -80.00% | 0.00% | 25:56 | 16:13 | 16:13 | 27:00 | 32:41 | 36:28 | 16:28 | 12:11 |
 | Bracer | 14 | 60.87% | 82.2 | 57.14% | +23.81% | -32.14% | +9.53% | 41.67% | 01:06 | -01:29 | -01:28 | 02:00 | 02:08 | 03:02 | 03:36 | 02:40 |
 | Blink Dagger | 23 | 100.00% | 80.0 | 47.83% | +47.83% | -14.50% | -14.50% | 0.00% | 18:04 | 09:43 | 13:43 | 18:05 | 21:21 | 30:16 | 07:38 | 05:39 |
 | Boots of Speed | 23 | 100.00% | 77.8 | 47.83% | +47.83% | -31.16% | +2.17% | 33.33% | 03:57 | 02:10 | 03:06 | 03:36 | 03:58 | 08:43 | 00:52 | 00:38 |
 | Magic Stick | 18 | 78.26% | 75.6 | 50.00% | +10.00% | +10.00% | 0.00% | -1.62% | 03:10 | -01:29 | 00:52 | 02:07 | 07:02 | 10:51 | 06:10 | 04:34 |
 | Ring of Health | 8 | 34.78% | 73.3 | 62.50% | +22.50% | +37.50% | -12.50% | -2.59% | 21:27 | 04:41 | 07:18 | 17:54 | 26:37 | 50:37 | 19:19 | 14:18 |
 | Quelling Blade | 19 | 82.61% | 71.1 | 47.37% | -2.63% | +32.63% | -7.37% | 0.00% | -00:57 | -01:30 | -01:29 | -01:29 | -01:29 | 06:21 | 00:00 | 00:00 |
 | Hood of Defiance | 6 | 26.09% | 68.9 | 66.67% | +25.49% | +33.33% | +33.33% | 0.00% | 15:50 | 08:54 | 09:01 | 13:14 | 19:07 | 26:37 | 10:06 | 07:28 |
 | Blight Stone | 6 | 26.09% | 66.7 | 66.67% | +25.49% | +33.33% | -66.67% | -5.24% | 23:39 | 10:50 | 11:16 | 24:22 | 30:21 | 36:27 | 19:05 | 14:08 |
 | Medallion of Courage | 6 | 26.09% | 64.4 | 66.67% | +25.49% | +33.33% | -66.67% | -5.35% | 23:48 | 11:24 | 11:39 | 24:22 | 30:21 | 36:27 | 18:42 | 13:51 |
 | Buckler | 12 | 52.17% | 62.2 | 50.00% | +4.55% | -16.67% | -16.67% | 0.00% | 23:24 | 12:32 | 17:47 | 21:40 | 25:57 | 46:15 | 08:10 | 06:02 |
 | Pipe of Insight | 2 | 8.70% | 60.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 22:28 | 21:18 | 21:18 | 23:38 | 23:38 | 23:38 | 02:20 | 01:43 |
 | Shadow Blade | 2 | 8.70% | 57.8 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 30:16 | 26:43 | 26:43 | 33:48 | 33:48 | 33:48 | 07:05 | 05:14 |
 | Ring of Protection | 16 | 69.57% | 55.6 | 43.75% | -13.39% | -18.75% | +31.25% | 2.45% | 12:55 | -01:29 | -01:20 | 17:27 | 21:45 | 28:29 | 23:05 | 17:05 |
 | Headdress | 10 | 43.48% | 53.3 | 50.00% | +3.85% | +16.67% | +50.00% | 5.80% | 12:08 | 06:31 | 08:43 | 09:22 | 14:28 | 23:00 | 05:45 | 04:15 |
 | Chainmail | 11 | 47.83% | 51.1 | 45.45% | -4.55% | -12.12% | -45.45% | -9.52% | 11:59 | 06:58 | 07:56 | 10:58 | 11:26 | 28:36 | 03:30 | 02:35 |
 | Arcane Boots | 19 | 82.61% | 48.9 | 36.84% | -63.16% | +3.16% | +3.16% | 0.00% | 08:47 | 04:12 | 05:28 | 06:27 | 07:31 | 35:25 | 02:03 | 01:31 |
 | Guardian Greaves | 5 | 21.74% | 46.7 | 60.00% | +15.56% | +40.00% | -60.00% | 0.00% | 25:54 | 22:31 | 22:31 | 27:02 | 27:29 | 28:52 | 04:58 | 03:40 |
 | Void Stone | 6 | 26.09% | 44.4 | 50.00% | +2.94% | 0.00% | -50.00% | -8.57% | 34:59 | 30:12 | 32:08 | 32:31 | 37:58 | 41:37 | 05:50 | 04:19 |
 | Bottle | 3 | 13.04% | 42.2 | 66.67% | +21.67% | +33.33% | 0.00% | 0.00% | 03:04 | 01:48 | 01:48 | 02:09 | 05:14 | 05:14 | 03:26 | 02:32 |
 | Mekansm | 8 | 34.78% | 40.0 | 37.50% | -15.83% | +12.50% | -37.50% | -11.03% | 12:57 | 09:17 | 09:42 | 11:56 | 14:14 | 18:10 | 04:32 | 03:21 |
 | Morbid Mask | 4 | 17.39% | 37.8 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 33:04 | 27:13 | 27:13 | 28:29 | 30:18 | 46:16 | 03:05 | 02:17 |
 | Aether Lens | 4 | 17.39% | 35.6 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 37:24 | 32:30 | 32:30 | 35:35 | 39:34 | 41:58 | 07:04 | 05:14 |
 | Heaven's Halberd | 1 | 4.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.35% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Sange | 1 | 4.35% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Satanic | 1 | 4.35% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Daedalus | 1 | 4.35% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.35% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Ring of Basilius | 3 | 13.04% | 20.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 31:57 | 20:53 | 20:53 | 28:42 | 46:16 | 46:16 | 25:23 | 18:48 |
 | Vladmir's Offering | 3 | 13.04% | 17.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:50 | 30:03 | 30:03 | 31:11 | 46:17 | 46:17 | 16:14 | 12:01 |
 | Soul Ring | 5 | 21.74% | 15.6 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 04:09 | 02:06 | 02:06 | 02:28 | 05:57 | 07:54 | 03:51 | 02:51 |
 | Refresher Orb | 1 | 4.35% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:16 | 51:16 | 51:16 | 51:16 | 51:16 | 51:16 | 00:00 | 00:00 |
 | Force Staff | 2 | 8.70% | 11.1 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 25:53 | 24:41 | 24:41 | 27:05 | 27:05 | 27:05 | 02:24 | 01:46 |
 | Glimmer Cape | 1 | 4.35% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 8.70% | 4.4 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 25:30 | 24:41 | 24:41 | 26:18 | 26:18 | 26:18 | 01:37 | 01:11 |
 | Aghanim's Shard | 4 | 17.39% | 2.2 | 0.00% | -57.89% | 0.00% | 0.00% | 0.00% | 28:28 | 24:07 | 24:07 | 25:06 | 32:06 | 32:31 | 07:59 | 05:54 |