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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 | |
 | Wind Lace | 16 | 53.33% | 100.0 | 68.75% | +33.04% | +6.25% | -43.75% | -11.11% | 08:49 | 02:07 | 05:17 | 08:12 | 09:47 | 24:31 | 04:30 | 03:20 |
 | Black King Bar | 13 | 43.33% | 98.2 | 69.23% | +28.05% | -2.56% | +30.77% | 4.77% | 24:03 | 17:58 | 19:17 | 24:02 | 26:16 | 31:50 | 06:59 | 05:10 |
 | Dragon Lance | 14 | 46.67% | 96.4 | 64.29% | +20.54% | -14.29% | +35.71% | 7.13% | 15:35 | 09:34 | 11:00 | 12:08 | 18:01 | 34:53 | 07:01 | 05:11 |
 | Boots of Speed | 30 | 100.00% | 94.6 | 53.33% | +53.33% | +21.67% | -39.04% | -37.55% | 04:24 | 02:00 | 03:15 | 03:51 | 04:52 | 09:42 | 01:37 | 01:11 |
 | Hurricane Pike | 9 | 30.00% | 92.9 | 66.67% | +19.05% | +33.33% | -16.67% | -5.70% | 24:50 | 16:47 | 18:53 | 23:52 | 27:39 | 35:22 | 08:46 | 06:29 |
 | Force Staff | 18 | 60.00% | 91.1 | 55.56% | +5.56% | +44.44% | -30.56% | -6.57% | 22:26 | 13:25 | 15:57 | 20:35 | 27:22 | 34:08 | 11:25 | 08:27 |
 | Fluffy Hat | 18 | 60.00% | 89.3 | 55.56% | +5.56% | +24.44% | -30.56% | -3.21% | 18:40 | 03:17 | 10:09 | 15:57 | 27:18 | 34:08 | 17:09 | 12:42 |
 | Bottle | 16 | 53.33% | 87.5 | 56.25% | +6.25% | +18.75% | -6.25% | -25.00% | 01:41 | 00:57 | 01:18 | 01:32 | 01:58 | 02:50 | 00:40 | 00:29 |
 | Magic Wand | 26 | 86.67% | 85.7 | 50.00% | -25.00% | +21.43% | -50.00% | -16.11% | 07:14 | 02:55 | 04:48 | 06:16 | 09:14 | 18:30 | 04:26 | 03:17 |
 | Magic Stick | 27 | 90.00% | 83.9 | 48.15% | -51.85% | +8.99% | -19.58% | -5.70% | 03:59 | -01:29 | 00:47 | 03:30 | 05:48 | 11:07 | 05:01 | 03:42 |
 | Aghanim's Scepter | 6 | 20.00% | 82.1 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 25:39 | 17:18 | 17:22 | 21:48 | 33:31 | 39:43 | 16:09 | 11:57 |
 | Sange | 4 | 13.33% | 80.4 | 75.00% | +25.00% | +25.00% | -75.00% | -35.93% | 27:18 | 25:12 | 25:12 | 26:13 | 27:59 | 29:49 | 02:47 | 02:03 |
 | Spirit Vessel | 2 | 6.67% | 78.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 17:33 | 14:01 | 14:01 | 21:05 | 21:05 | 21:05 | 07:04 | 05:14 |
 | Blink Dagger | 2 | 6.67% | 76.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 18:58 | 16:45 | 16:45 | 21:11 | 21:11 | 21:11 | 04:26 | 03:17 |
 | Heaven's Halberd | 2 | 6.67% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:01 | 28:29 | 28:29 | 31:33 | 31:33 | 31:33 | 03:04 | 02:16 |
 | Power Treads | 8 | 26.67% | 73.2 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 14:18 | 06:04 | 07:30 | 09:12 | 13:37 | 43:35 | 06:07 | 04:31 |
 | Ring of Protection | 8 | 26.67% | 71.4 | 50.00% | -4.55% | 0.00% | 0.00% | 0.00% | 08:17 | -01:29 | -01:29 | 01:15 | 04:22 | 31:16 | 05:51 | 04:20 |
 | Crown | 13 | 43.33% | 69.6 | 38.46% | -26.25% | -5.13% | -5.13% | 0.00% | 14:48 | 04:50 | 07:04 | 12:47 | 17:36 | 28:41 | 10:32 | 07:48 |
 | Tranquil Boots | 6 | 20.00% | 67.9 | 50.00% | -4.17% | 0.00% | +50.00% | 19.87% | 09:32 | 07:28 | 08:30 | 08:47 | 11:01 | 11:16 | 02:31 | 01:51 |
 | Urn of Shadows | 6 | 20.00% | 66.1 | 50.00% | -4.17% | 0.00% | +50.00% | 19.74% | 03:57 | 02:48 | 02:51 | 03:16 | 05:23 | 06:02 | 02:32 | 01:52 |
 | Wraith Band | 10 | 33.33% | 64.3 | 40.00% | -20.00% | +26.67% | +10.00% | -9.44% | 05:41 | 03:05 | 03:35 | 03:40 | 05:21 | 16:45 | 01:46 | 01:18 |
 | Aghanim's Shard | 3 | 10.00% | 62.5 | 66.67% | +14.82% | +33.33% | 0.00% | 0.00% | 34:56 | 20:04 | 20:04 | 38:47 | 45:57 | 45:57 | 25:53 | 19:10 |
 | Void Stone | 3 | 10.00% | 60.7 | 66.67% | +14.82% | -66.67% | 0.00% | 0.00% | 33:37 | 27:00 | 27:00 | 33:38 | 40:13 | 40:13 | 13:13 | 09:47 |
 | Rod of Atos | 7 | 23.33% | 58.9 | 42.86% | -13.66% | +7.14% | +7.14% | 0.00% | 14:25 | 12:00 | 12:20 | 12:40 | 14:09 | 20:23 | 01:49 | 01:20 |
 | Ring of Health | 4 | 13.33% | 57.1 | 50.00% | -3.85% | +50.00% | +50.00% | 0.00% | 17:02 | 08:05 | 08:05 | 09:31 | 16:55 | 33:38 | 08:50 | 06:32 |
 | Aeon Disk | 1 | 3.33% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Kaya | 1 | 3.33% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.33% | 51.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:34 | 05:34 | 05:34 | 05:34 | 05:34 | 05:34 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.33% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 3.33% | 48.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.33% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.33% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.33% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.33% | 41.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Butterfly | 1 | 3.33% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Gleipnir | 1 | 3.33% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Chainmail | 5 | 16.67% | 35.7 | 40.00% | -16.00% | -40.00% | -40.00% | 0.00% | 15:08 | 07:13 | 07:13 | 12:31 | 20:58 | 23:45 | 13:45 | 10:11 |
 | Blight Stone | 5 | 16.67% | 33.9 | 40.00% | -16.00% | -40.00% | -40.00% | 0.00% | 19:02 | 11:45 | 11:45 | 21:46 | 23:45 | 23:56 | 12:00 | 08:53 |
 | Medallion of Courage | 5 | 16.67% | 32.1 | 40.00% | -16.00% | -40.00% | -40.00% | 0.00% | 19:34 | 12:45 | 12:45 | 22:14 | 23:45 | 24:09 | 11:00 | 08:08 |
 | Pipe of Insight | 2 | 6.67% | 30.4 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 20:29 | 15:57 | 15:57 | 25:00 | 25:00 | 25:00 | 09:03 | 06:42 |
 | Javelin | 2 | 6.67% | 28.6 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 31:57 | 30:27 | 30:27 | 33:26 | 33:26 | 33:26 | 02:59 | 02:12 |
 | Hood of Defiance | 2 | 6.67% | 26.8 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 09:14 | 08:56 | 08:56 | 09:31 | 09:31 | 09:31 | 00:35 | 00:25 |
 | Assault Cuirass | 2 | 6.67% | 25.0 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 32:30 | 31:19 | 31:19 | 33:41 | 33:41 | 33:41 | 02:22 | 01:45 |
 | Buckler | 3 | 10.00% | 23.2 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 26:09 | 16:42 | 16:42 | 30:22 | 31:24 | 31:24 | 14:42 | 10:53 |
 | Ring of Basilius | 3 | 10.00% | 21.4 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 05:33 | 03:06 | 03:06 | 05:44 | 07:48 | 07:48 | 04:42 | 03:28 |
 | Headdress | 3 | 10.00% | 19.6 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 16:34 | 11:33 | 11:33 | 13:46 | 24:24 | 24:24 | 12:51 | 09:31 |
 | Solar Crest | 4 | 13.33% | 17.9 | 25.00% | -32.69% | +75.00% | -25.00% | -15.87% | 25:39 | 20:47 | 20:47 | 22:29 | 27:05 | 32:16 | 06:18 | 04:40 |
 | Veil of Discord | 1 | 3.33% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.33% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.33% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.33% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 3.33% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.33% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 6.67% | 5.4 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 34:53 | 34:11 | 34:11 | 35:35 | 35:35 | 35:35 | 01:24 | 01:02 |
 | Arcane Boots | 1 | 3.33% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.33% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |