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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 | |
 | Witch Blade | 4 | 23.53% | 100.0 | 100.00% | +84.62% | 0.00% | 0.00% | 0.00% | 19:39 | 17:24 | 17:24 | 19:52 | 20:38 | 20:42 | 03:14 | 02:23 |
 | Chainmail | 5 | 29.41% | 97.6 | 80.00% | +63.33% | +20.00% | -80.00% | -28.44% | 21:34 | 16:25 | 16:25 | 18:40 | 19:56 | 36:10 | 03:31 | 02:36 |
 | Cornucopia | 2 | 11.76% | 95.1 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 26:01 | 14:31 | 14:31 | 37:31 | 37:31 | 37:31 | 23:00 | 17:02 |
 | Shadow Blade | 2 | 11.76% | 92.7 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 38:30 | 36:32 | 36:32 | 40:27 | 40:27 | 40:27 | 03:55 | 02:54 |
 | Null Talisman | 2 | 11.76% | 90.2 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 04:08 | 03:41 | 03:41 | 04:35 | 04:35 | 04:35 | 00:54 | 00:40 |
 | Boots of Speed | 17 | 100.00% | 87.8 | 35.29% | +35.29% | +39.71% | -35.29% | -22.17% | 06:53 | 03:22 | 04:08 | 06:26 | 07:31 | 14:09 | 03:23 | 02:30 |
 | Magic Wand | 14 | 82.35% | 85.4 | 35.71% | +2.38% | +39.29% | -35.71% | -14.80% | 06:27 | 01:57 | 03:44 | 05:26 | 08:48 | 15:51 | 05:04 | 03:45 |
 | Magic Stick | 15 | 88.24% | 82.9 | 33.33% | -16.67% | +16.67% | -8.33% | -15.79% | 04:04 | -01:29 | 02:33 | 03:43 | 04:08 | 08:49 | 01:35 | 01:10 |
 | Bottle | 7 | 41.18% | 80.5 | 42.86% | +12.86% | -42.86% | +57.14% | 100.00% | 01:51 | 01:35 | 01:36 | 01:47 | 01:49 | 02:19 | 00:13 | 00:09 |
 | Crown | 8 | 47.06% | 78.0 | 37.50% | +4.17% | -37.50% | +12.50% | 29.13% | 07:00 | 04:07 | 05:34 | 06:43 | 07:17 | 09:44 | 01:43 | 01:16 |
 | Rod of Atos | 8 | 47.06% | 75.6 | 37.50% | +4.17% | -37.50% | +12.50% | 18.18% | 13:35 | 11:25 | 11:39 | 12:11 | 14:24 | 18:48 | 02:45 | 02:02 |
 | Aghanim's Scepter | 4 | 23.53% | 73.2 | 50.00% | +19.23% | -50.00% | +50.00% | 10.31% | 30:42 | 23:36 | 23:36 | 26:16 | 33:18 | 39:39 | 09:42 | 07:11 |
 | Arcane Boots | 4 | 23.53% | 70.7 | 50.00% | +19.23% | +50.00% | -50.00% | -17.14% | 11:19 | 07:05 | 07:05 | 11:25 | 12:55 | 13:50 | 05:50 | 04:19 |
 | Power Treads | 4 | 23.53% | 68.3 | 50.00% | +19.23% | +50.00% | -50.00% | -12.02% | 12:11 | 07:21 | 07:21 | 09:14 | 15:40 | 16:28 | 08:19 | 06:09 |
 | Crystalys | 1 | 5.88% | 65.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Gleipnir | 1 | 5.88% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Maelstrom | 1 | 5.88% | 61.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 5.88% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 5.88% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.88% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Black King Bar | 1 | 5.88% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.88% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Javelin | 1 | 5.88% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.88% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Blink Dagger | 11 | 64.71% | 41.5 | 27.27% | -22.73% | +6.06% | +6.06% | 0.00% | 25:56 | 14:59 | 19:25 | 27:21 | 29:00 | 41:28 | 09:35 | 07:05 |
 | Bracer | 8 | 47.06% | 39.0 | 25.00% | -19.44% | +25.00% | +25.00% | 0.00% | 04:23 | 01:17 | 02:45 | 03:23 | 03:45 | 13:13 | 01:00 | 00:44 |
 | Aether Lens | 2 | 11.76% | 36.6 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 27:53 | 20:14 | 20:14 | 35:32 | 35:32 | 35:32 | 15:18 | 11:20 |
 | Void Stone | 2 | 11.76% | 34.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 27:25 | 19:20 | 19:20 | 35:29 | 35:29 | 35:29 | 16:09 | 11:57 |
 | Boots of Travel | 2 | 11.76% | 31.7 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 27:03 | 22:51 | 22:51 | 31:14 | 31:14 | 31:14 | 08:23 | 06:12 |
 | Dragon Lance | 3 | 17.65% | 29.3 | 33.33% | -2.38% | -33.33% | 0.00% | 3.54% | 26:07 | 20:12 | 20:12 | 28:33 | 29:37 | 29:37 | 09:25 | 06:58 |
 | Glimmer Cape | 3 | 17.65% | 26.8 | 33.33% | -2.38% | -33.33% | 0.00% | 3.85% | 24:23 | 21:04 | 21:04 | 22:22 | 29:44 | 29:44 | 08:40 | 06:25 |
 | Wind Lace | 4 | 23.53% | 24.4 | 25.00% | -13.46% | -25.00% | +75.00% | 46.51% | 16:19 | 14:49 | 14:49 | 16:05 | 16:58 | 17:24 | 02:09 | 01:35 |
 | Mekansm | 1 | 5.88% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.88% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Wraith Band | 2 | 11.76% | 17.1 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:21 | 13:21 | 13:37 | 13:37 | 13:37 | 00:16 | 00:11 |
 | Force Staff | 4 | 23.53% | 14.6 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 29:18 | 22:16 | 22:16 | 23:43 | 26:06 | 45:08 | 03:50 | 02:50 |
 | Hurricane Pike | 2 | 11.76% | 12.2 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 34:47 | 24:22 | 24:22 | 45:12 | 45:12 | 45:12 | 20:50 | 15:25 |
 | Ghost Scepter | 1 | 5.88% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 29.41% | 7.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 24:28 | 14:49 | 14:49 | 20:46 | 23:43 | 44:50 | 08:54 | 06:35 |
 | Ring of Protection | 1 | 5.88% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Headdress | 1 | 5.88% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |