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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 | |
 | Blink Dagger | 34 | 94.44% | 100.0 | 55.88% | +55.88% | +10.79% | -18.38% | -11.99% | 13:40 | 09:36 | 12:23 | 13:18 | 14:49 | 20:17 | 02:26 | 01:48 |
 | Magic Stick | 33 | 91.67% | 97.7 | 54.55% | +21.22% | +20.45% | -17.05% | -7.84% | 04:21 | -01:29 | 01:52 | 03:18 | 06:39 | 14:46 | 04:47 | 03:32 |
 | Boots of Speed | 36 | 100.00% | 95.5 | 52.78% | +52.78% | +25.00% | -19.45% | -15.88% | 03:50 | -01:29 | 02:28 | 04:18 | 05:16 | 07:48 | 02:48 | 02:04 |
 | Black King Bar | 27 | 75.00% | 93.2 | 51.85% | -3.71% | +19.58% | -8.99% | -7.86% | 22:48 | 18:55 | 20:18 | 22:51 | 23:56 | 30:00 | 03:38 | 02:41 |
 | Sange | 11 | 30.56% | 90.9 | 63.64% | +15.64% | +36.36% | -30.31% | -14.49% | 26:05 | 19:29 | 22:48 | 25:17 | 27:24 | 38:21 | 04:36 | 03:24 |
 | Magic Wand | 23 | 63.89% | 88.6 | 52.17% | -1.68% | -18.84% | +14.50% | 6.80% | 09:05 | 02:09 | 04:25 | 07:52 | 09:19 | 29:40 | 04:54 | 03:37 |
 | Shadow Blade | 5 | 13.89% | 86.4 | 80.00% | +31.61% | +20.00% | -80.00% | -9.97% | 31:37 | 24:00 | 24:00 | 29:36 | 34:02 | 43:23 | 10:02 | 07:25 |
 | Power Treads | 31 | 86.11% | 84.1 | 48.39% | -31.61% | +14.11% | +1.61% | -7.43% | 08:05 | 05:18 | 06:39 | 07:37 | 08:20 | 16:05 | 01:41 | 01:14 |
 | Quelling Blade | 30 | 83.33% | 81.8 | 46.67% | -36.66% | +28.33% | +10.47% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:17 | 00:00 | 00:00 |
 | Ring of Protection | 18 | 50.00% | 79.5 | 50.00% | -5.56% | -10.00% | -25.00% | -0.61% | 11:10 | -01:29 | 02:33 | 03:09 | 27:20 | 32:20 | 24:47 | 18:21 |
 | Fluffy Hat | 6 | 16.67% | 77.3 | 66.67% | +16.67% | -16.67% | +33.33% | 13.57% | 10:35 | 03:46 | 04:20 | 04:44 | 08:01 | 35:12 | 03:41 | 02:43 |
 | Heaven's Halberd | 6 | 16.67% | 75.0 | 66.67% | +16.67% | -16.67% | -66.67% | -13.64% | 29:58 | 24:39 | 28:14 | 30:25 | 31:54 | 32:50 | 03:40 | 02:42 |
 | Bracer | 21 | 58.33% | 72.7 | 42.86% | -23.81% | +37.14% | -2.86% | -18.75% | 02:16 | -01:29 | 01:13 | 01:54 | 03:21 | 06:03 | 02:08 | 01:34 |
 | Ring of Health | 4 | 11.11% | 70.5 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 17:46 | 04:36 | 04:36 | 12:43 | 26:26 | 27:19 | 21:50 | 16:10 |
 | Tranquil Boots | 4 | 11.11% | 68.2 | 75.00% | +25.00% | -75.00% | +25.00% | 8.56% | 21:03 | 10:32 | 10:32 | 20:31 | 22:13 | 30:54 | 11:41 | 08:39 |
 | Soul Ring | 12 | 33.33% | 65.9 | 50.00% | -4.17% | -16.67% | -16.67% | 0.00% | 04:32 | 01:54 | 03:29 | 03:40 | 05:01 | 09:26 | 01:32 | 01:08 |
 | Void Stone | 2 | 5.56% | 63.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:26 | 26:26 | 27:19 | 27:19 | 27:19 | 00:53 | 00:39 |
 | Lotus Orb | 2 | 5.56% | 61.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:25 | 28:25 | 28:25 | 30:25 | 30:25 | 30:25 | 02:00 | 01:28 |
 | Bottle | 7 | 19.44% | 59.1 | 57.14% | +5.42% | +42.86% | -57.14% | -100.00% | 01:47 | 01:05 | 01:31 | 01:58 | 02:02 | 02:07 | 00:31 | 00:22 |
 | Buckler | 10 | 27.78% | 56.8 | 50.00% | -3.85% | +50.00% | 0.00% | -6.25% | 32:15 | 23:21 | 28:42 | 29:46 | 36:42 | 43:30 | 08:00 | 05:55 |
 | Wind Lace | 5 | 13.89% | 54.5 | 60.00% | +8.39% | +40.00% | -60.00% | -5.40% | 13:09 | 03:12 | 03:12 | 10:03 | 21:44 | 26:11 | 18:32 | 13:43 |
 | Falcon Blade | 5 | 13.89% | 52.3 | 60.00% | +8.39% | +40.00% | +40.00% | 0.00% | 06:44 | 04:14 | 04:14 | 05:46 | 07:50 | 10:32 | 03:36 | 02:40 |
 | Assault Cuirass | 9 | 25.00% | 50.0 | 44.44% | -11.12% | +5.56% | +5.56% | 0.00% | 34:51 | 28:16 | 30:04 | 33:31 | 37:43 | 44:03 | 07:39 | 05:40 |
 | Aghanim's Scepter | 3 | 8.33% | 47.7 | 66.67% | +15.15% | +33.33% | 0.00% | 0.00% | 43:40 | 37:16 | 37:16 | 45:08 | 48:35 | 48:35 | 11:19 | 08:22 |
 | Chainmail | 1 | 2.78% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.78% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.78% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 23:22 | 00:00 | 00:00 |
 | Crown | 1 | 2.78% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.78% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.78% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.78% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.78% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.78% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.78% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.78% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |
 | Yasha | 1 | 2.78% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.78% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.78% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.78% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.78% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 5.56% | 9.1 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 09:34 | 06:12 | 06:12 | 12:56 | 12:56 | 12:56 | 06:44 | 04:59 |
 | Helm of Iron Will | 2 | 5.56% | 6.8 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 44:08 | 37:42 | 37:42 | 50:34 | 50:34 | 50:34 | 12:52 | 09:31 |
 | Aghanim's Shard | 3 | 8.33% | 4.5 | 33.33% | -21.22% | +66.67% | 0.00% | 0.00% | 29:08 | 20:01 | 20:01 | 30:31 | 36:53 | 36:53 | 16:52 | 12:29 |
 | Nullifier | 1 | 2.78% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:55 | 40:55 | 40:55 | 40:55 | 40:55 | 40:55 | 00:00 | 00:00 |