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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 | |
 | Mage Slayer | 10 | 37.04% | 100.0 | 80.00% | +38.82% | -13.33% | -30.00% | -1.05% | 27:55 | 16:44 | 21:35 | 22:01 | 37:31 | 51:38 | 15:56 | 11:48 |
 | Swift Blink | 7 | 25.93% | 97.8 | 85.71% | +40.71% | +14.29% | +14.29% | 0.00% | 39:42 | 36:51 | 37:15 | 38:13 | 40:55 | 45:39 | 03:40 | 02:42 |
 | Orchid Malevolence | 7 | 25.93% | 95.6 | 85.71% | +40.71% | +14.29% | -35.71% | 0.00% | 35:45 | 24:04 | 28:32 | 33:59 | 38:25 | 51:29 | 09:53 | 07:19 |
 | Void Stone | 7 | 25.93% | 93.3 | 85.71% | +40.71% | +14.29% | -35.71% | 0.00% | 28:25 | 23:20 | 23:34 | 25:34 | 31:42 | 37:54 | 08:08 | 06:01 |
 | Bloodthorn | 7 | 25.93% | 91.1 | 85.71% | +40.71% | +14.29% | -35.71% | 0.00% | 36:03 | 26:01 | 28:32 | 33:59 | 38:26 | 51:38 | 09:54 | 07:20 |
 | Ring of Protection | 9 | 33.33% | 88.9 | 77.78% | +33.34% | -77.78% | +22.22% | 12.37% | 24:26 | 14:57 | 19:44 | 25:16 | 27:49 | 33:47 | 08:05 | 05:59 |
 | Assault Cuirass | 9 | 33.33% | 86.7 | 77.78% | +33.34% | -27.78% | +22.22% | 8.67% | 27:38 | 21:51 | 23:52 | 26:43 | 29:38 | 36:14 | 05:46 | 04:16 |
 | Buckler | 9 | 33.33% | 84.4 | 77.78% | +33.34% | -27.78% | +22.22% | 6.49% | 25:24 | 19:56 | 20:07 | 25:16 | 27:49 | 33:48 | 07:42 | 05:42 |
 | Echo Sabre | 26 | 96.30% | 82.2 | 57.69% | +57.69% | +28.02% | -24.36% | -44.26% | 13:47 | 11:37 | 13:09 | 13:37 | 14:20 | 17:55 | 01:11 | 00:52 |
 | Quelling Blade | 26 | 96.30% | 80.0 | 57.69% | +57.69% | -14.83% | -24.36% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Morbid Mask | 26 | 96.30% | 77.8 | 57.69% | +57.69% | -14.83% | +8.98% | 18.32% | 07:32 | 05:19 | 06:55 | 07:29 | 08:13 | 09:14 | 01:18 | 00:57 |
 | Mask of Madness | 26 | 96.30% | 75.6 | 57.69% | +57.69% | -14.83% | -7.69% | 3.73% | 09:31 | 07:51 | 08:34 | 09:21 | 10:29 | 11:07 | 01:55 | 01:25 |
 | Black King Bar | 24 | 88.89% | 73.3 | 58.33% | +25.00% | +8.34% | -8.33% | -6.85% | 19:09 | 16:23 | 17:23 | 19:08 | 19:49 | 24:48 | 02:26 | 01:48 |
 | Blink Dagger | 22 | 81.48% | 71.1 | 59.09% | +19.09% | -9.09% | -39.09% | -4.77% | 21:13 | 13:50 | 16:39 | 19:49 | 22:56 | 36:45 | 06:17 | 04:39 |
 | Chainmail | 10 | 37.04% | 68.9 | 70.00% | +22.94% | -36.67% | +30.00% | 63.50% | 04:04 | 01:48 | 03:38 | 04:01 | 04:41 | 05:22 | 01:03 | 00:46 |
 | Phase Boots | 10 | 37.04% | 66.7 | 70.00% | +22.94% | -3.33% | -20.00% | -6.71% | 05:33 | 04:14 | 04:26 | 05:05 | 06:55 | 07:15 | 02:29 | 01:50 |
 | Boots of Speed | 27 | 100.00% | 64.4 | 55.56% | +55.56% | +1.58% | +15.87% | 8.41% | 03:17 | -01:29 | 02:19 | 03:27 | 04:01 | 05:48 | 01:42 | 01:15 |
 | Satanic | 9 | 33.33% | 62.2 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 33:57 | 27:31 | 27:34 | 34:31 | 35:46 | 45:26 | 08:12 | 06:04 |
 | Wraith Band | 5 | 18.52% | 60.0 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 07:45 | -00:15 | -00:15 | 01:45 | 03:48 | 32:41 | 04:03 | 03:00 |
 | Crystalys | 14 | 51.85% | 57.8 | 57.14% | +3.29% | +17.86% | +9.53% | -2.70% | 25:05 | 13:44 | 23:28 | 23:47 | 26:33 | 32:18 | 03:05 | 02:17 |
 | Magic Stick | 23 | 85.19% | 55.6 | 47.83% | -52.17% | +35.50% | +2.17% | -33.33% | 00:45 | -01:29 | -01:29 | -01:29 | -01:28 | 18:52 | 00:01 | 00:00 |
 | Silver Edge | 10 | 37.04% | 53.3 | 60.00% | +7.06% | +6.67% | -10.00% | -5.78% | 27:40 | 18:04 | 26:39 | 27:22 | 29:32 | 32:39 | 02:53 | 02:08 |
 | Magic Wand | 18 | 66.67% | 51.1 | 50.00% | -16.67% | -10.00% | 0.00% | 1.05% | 06:41 | -01:29 | 01:02 | 03:17 | 10:33 | 20:33 | 09:31 | 07:02 |
 | Power Treads | 16 | 59.26% | 48.9 | 50.00% | -13.64% | 0.00% | 0.00% | 0.00% | 05:40 | 04:07 | 05:02 | 05:43 | 06:08 | 06:39 | 01:06 | 00:48 |
 | Shadow Blade | 11 | 40.74% | 46.7 | 54.55% | -1.70% | -21.22% | +12.12% | 7.04% | 26:31 | 18:04 | 24:18 | 27:46 | 29:02 | 30:33 | 04:44 | 03:30 |
 | Ring of Health | 4 | 14.81% | 44.4 | 75.00% | +22.83% | +25.00% | +25.00% | 0.00% | 29:21 | 22:42 | 22:42 | 24:03 | 32:46 | 37:54 | 10:04 | 07:27 |
 | Overwhelming Blink | 2 | 7.41% | 42.2 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 49:48 | 40:47 | 40:47 | 58:48 | 58:48 | 58:48 | 18:01 | 13:20 |
 | Monkey King Bar | 3 | 11.11% | 40.0 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 36:34 | 33:59 | 33:59 | 36:07 | 39:36 | 39:36 | 05:37 | 04:09 |
 | Daedalus | 3 | 11.11% | 37.8 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 28:32 | 26:00 | 26:00 | 29:06 | 30:29 | 30:29 | 04:29 | 03:19 |
 | Javelin | 3 | 11.11% | 35.6 | 66.67% | +12.50% | +33.33% | 0.00% | 0.00% | 35:56 | 33:38 | 33:38 | 35:56 | 38:13 | 38:13 | 04:35 | 03:23 |
 | Linken's Sphere | 4 | 14.81% | 33.3 | 50.00% | -6.52% | +50.00% | +50.00% | 0.00% | 31:10 | 23:39 | 23:39 | 29:45 | 32:55 | 38:19 | 09:16 | 06:51 |
 | Diadem | 4 | 14.81% | 31.1 | 50.00% | -6.52% | +50.00% | -50.00% | 0.00% | 30:30 | 29:02 | 29:02 | 29:04 | 31:16 | 32:39 | 02:14 | 01:39 |
 | Harpoon | 4 | 14.81% | 28.9 | 50.00% | -6.52% | +50.00% | -50.00% | 0.00% | 30:54 | 29:18 | 29:18 | 29:35 | 31:46 | 32:57 | 02:28 | 01:49 |
 | Wind Lace | 4 | 14.81% | 26.7 | 50.00% | -6.52% | -50.00% | -50.00% | 0.00% | 11:05 | 06:20 | 06:20 | 09:44 | 14:00 | 14:16 | 07:40 | 05:40 |
 | Battle Fury | 1 | 3.70% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.70% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.70% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:12 | 47:12 | 47:12 | 47:12 | 47:12 | 47:12 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.70% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 22.22% | 15.6 | 33.33% | -28.57% | +16.67% | -33.33% | 0.00% | 39:21 | 15:52 | 31:38 | 42:25 | 47:59 | 54:02 | 16:21 | 12:06 |
 | Bracer | 2 | 7.41% | 13.3 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 09:29 | 02:50 | 02:50 | 16:08 | 16:08 | 16:08 | 13:18 | 09:51 |
 | Cornucopia | 3 | 11.11% | 11.1 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 35:55 | 28:12 | 28:12 | 38:25 | 41:08 | 41:08 | 12:56 | 09:34 |
 | Butterfly | 1 | 3.70% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.70% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.70% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.70% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |