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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 | 9 | 56.25% | 100.0 | 77.78% | +34.92% | -27.78% | -27.78% | 0.00% | 06:30 | 04:42 | 04:58 | 06:08 | 08:03 | 08:27 | 03:05 | 02:17 |
 | Chainmail | 11 | 68.75% | 98.0 | 72.73% | +32.73% | -39.40% | +27.27% | 6.36% | 12:04 | 03:47 | 04:45 | 05:50 | 15:14 | 28:39 | 10:29 | 07:45 |
 | Crown | 6 | 37.50% | 96.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 22:44 | 16:26 | 17:06 | 22:37 | 27:11 | 30:19 | 10:05 | 07:28 |
 | Medallion of Courage | 6 | 37.50% | 94.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 21:44 | 14:50 | 16:29 | 22:37 | 24:02 | 29:45 | 07:33 | 05:35 |
 | Blight Stone | 6 | 37.50% | 92.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 21:35 | 14:34 | 16:29 | 22:37 | 23:23 | 29:45 | 06:54 | 05:06 |
 | Quelling Blade | 15 | 93.75% | 90.0 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Sange | 8 | 50.00% | 88.0 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 16:26 | 11:31 | 13:23 | 13:30 | 15:04 | 31:12 | 01:41 | 01:14 |
 | Ring of Health | 8 | 50.00% | 86.0 | 75.00% | +25.00% | -25.00% | +25.00% | 16.48% | 16:00 | 08:48 | 10:06 | 11:38 | 13:08 | 31:33 | 03:02 | 02:14 |
 | Assault Cuirass | 3 | 18.75% | 84.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 27:44 | 22:56 | 22:56 | 25:24 | 34:52 | 34:52 | 11:56 | 08:50 |
 | Boots of Speed | 16 | 100.00% | 82.0 | 62.50% | +62.50% | -37.50% | +12.50% | 50.00% | 03:15 | 01:52 | 02:25 | 02:59 | 03:24 | 05:47 | 00:59 | 00:43 |
 | Ring of Protection | 12 | 75.00% | 80.0 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 05:22 | -01:29 | -01:29 | 01:11 | 04:25 | 23:32 | 05:54 | 04:22 |
 | Solar Crest | 5 | 31.25% | 78.0 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 22:51 | 17:51 | 17:51 | 23:57 | 24:50 | 27:39 | 06:59 | 05:10 |
 | Void Stone | 5 | 31.25% | 76.0 | 80.00% | +25.45% | -80.00% | +20.00% | 22.22% | 12:50 | 06:43 | 06:43 | 08:46 | 11:13 | 30:41 | 04:30 | 03:20 |
 | Wind Lace | 11 | 68.75% | 74.0 | 63.64% | +3.64% | -30.31% | +3.03% | 2.45% | 11:58 | -01:29 | 03:29 | 12:19 | 17:06 | 27:11 | 13:37 | 10:05 |
 | Soul Ring | 9 | 56.25% | 72.0 | 66.67% | +9.53% | +33.33% | +33.33% | 0.00% | 04:32 | 01:26 | 02:29 | 04:07 | 06:21 | 07:35 | 03:52 | 02:51 |
 | Black King Bar | 7 | 43.75% | 70.0 | 71.43% | +15.87% | +28.57% | -21.43% | -10.24% | 20:57 | 16:24 | 17:46 | 18:50 | 22:39 | 27:31 | 04:53 | 03:37 |
 | Buckler | 7 | 43.75% | 68.0 | 71.43% | +15.87% | -21.43% | +28.57% | 8.72% | 24:14 | 16:39 | 20:40 | 23:32 | 26:24 | 33:24 | 05:44 | 04:14 |
 | Aghanim's Scepter | 8 | 50.00% | 66.0 | 62.50% | 0.00% | -12.50% | -12.50% | 0.00% | 15:40 | 11:16 | 12:52 | 14:55 | 15:41 | 25:25 | 02:49 | 02:05 |
 | Bracer | 6 | 37.50% | 64.0 | 66.67% | +6.67% | +33.33% | -66.67% | -100.00% | 01:55 | 01:31 | 01:48 | 01:54 | 02:03 | 02:12 | 00:15 | 00:11 |
 | Yasha | 6 | 37.50% | 62.0 | 66.67% | +6.67% | +33.33% | +33.33% | 0.00% | 16:17 | 12:49 | 13:53 | 14:40 | 20:22 | 20:35 | 06:29 | 04:48 |
 | Sange and Yasha | 6 | 37.50% | 60.0 | 66.67% | +6.67% | +33.33% | +33.33% | 0.00% | 16:57 | 14:31 | 14:40 | 15:04 | 20:53 | 20:54 | 06:13 | 04:36 |
 | Battle Fury | 4 | 25.00% | 58.0 | 75.00% | +16.67% | -75.00% | +25.00% | 0.00% | 11:18 | 10:11 | 10:11 | 11:37 | 11:38 | 11:46 | 01:27 | 01:04 |
 | Skull Basher | 2 | 12.50% | 56.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 26:06 | 21:32 | 21:32 | 30:40 | 30:40 | 30:40 | 09:08 | 06:45 |
 | Eye of Skadi | 2 | 12.50% | 54.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 28:57 | 28:15 | 28:15 | 29:39 | 29:39 | 29:39 | 01:24 | 01:02 |
 | Vanguard | 2 | 12.50% | 52.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 33:18 | 31:33 | 31:33 | 35:02 | 35:02 | 35:02 | 03:29 | 02:34 |
 | Heart of Tarrasque | 2 | 12.50% | 50.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 21:08 | 19:40 | 19:40 | 22:35 | 22:35 | 22:35 | 02:55 | 02:09 |
 | Abyssal Blade | 2 | 12.50% | 48.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 33:35 | 31:54 | 31:54 | 35:15 | 35:15 | 35:15 | 03:21 | 02:28 |
 | Heaven's Halberd | 2 | 12.50% | 46.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 24:55 | 17:24 | 17:24 | 32:25 | 32:25 | 32:25 | 15:01 | 11:07 |
 | Swift Blink | 2 | 12.50% | 44.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 27:38 | 26:26 | 26:26 | 28:49 | 28:49 | 28:49 | 02:23 | 01:45 |
 | Magic Wand | 7 | 43.75% | 42.0 | 57.14% | -9.53% | -7.14% | -7.14% | 0.00% | 15:17 | 01:07 | 14:12 | 15:42 | 18:38 | 22:34 | 04:26 | 03:17 |
 | Blink Dagger | 7 | 43.75% | 40.0 | 57.14% | -9.53% | -7.14% | +42.86% | 10.38% | 24:02 | 18:32 | 19:14 | 23:16 | 24:03 | 34:37 | 04:49 | 03:34 |
 | Magic Stick | 8 | 50.00% | 38.0 | 50.00% | -25.00% | 0.00% | +50.00% | 4.13% | 12:31 | -01:29 | 05:14 | 14:27 | 17:20 | 22:34 | 12:06 | 08:57 |
 | Phase Boots | 6 | 37.50% | 36.0 | 50.00% | -20.00% | 0.00% | +50.00% | 32.61% | 05:58 | 04:31 | 05:08 | 06:11 | 06:40 | 06:56 | 01:32 | 01:08 |
 | Aghanim's Shard | 3 | 18.75% | 34.0 | 66.67% | +5.13% | +33.33% | 0.00% | 0.00% | 29:59 | 24:06 | 24:06 | 32:21 | 33:30 | 33:30 | 09:24 | 06:57 |
 | Morbid Mask | 3 | 18.75% | 32.0 | 66.67% | +5.13% | -66.67% | 0.00% | 0.00% | 22:56 | 17:23 | 17:23 | 20:41 | 30:44 | 30:44 | 13:21 | 09:53 |
 | Vladmir's Offering | 3 | 18.75% | 30.0 | 66.67% | +5.13% | -66.67% | 0.00% | 0.00% | 23:42 | 18:35 | 18:35 | 20:50 | 31:41 | 31:41 | 13:06 | 09:42 |
 | Ring of Basilius | 4 | 25.00% | 28.0 | 50.00% | -16.67% | -50.00% | +50.00% | 0.00% | 18:36 | 09:58 | 09:58 | 15:46 | 20:41 | 27:59 | 10:43 | 07:56 |
 | Mjollnir | 1 | 6.25% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 00:00 | 00:00 |
 | Force Staff | 1 | 6.25% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.25% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Maelstrom | 2 | 12.50% | 20.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 20:49 | 09:52 | 09:52 | 31:46 | 31:46 | 31:46 | 21:54 | 16:13 |
 | Radiance | 2 | 12.50% | 18.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 12:52 | 10:33 | 10:33 | 15:10 | 15:10 | 15:10 | 04:37 | 03:25 |
 | Headdress | 2 | 12.50% | 16.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 14:08 | 13:15 | 13:15 | 15:00 | 15:00 | 15:00 | 01:45 | 01:17 |
 | Pipe of Insight | 2 | 12.50% | 14.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 14:26 | 13:23 | 13:23 | 15:29 | 15:29 | 15:29 | 02:06 | 01:33 |
 | Glimmer Cape | 2 | 12.50% | 12.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 23:10 | 22:50 | 22:50 | 23:29 | 23:29 | 23:29 | 00:39 | 00:28 |
 | Fluffy Hat | 2 | 12.50% | 10.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 25:49 | 21:47 | 21:47 | 29:50 | 29:50 | 29:50 | 08:03 | 05:57 |
 | Javelin | 2 | 12.50% | 8.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 20:34 | 09:22 | 09:22 | 31:46 | 31:46 | 31:46 | 22:24 | 16:35 |
 | Hood of Defiance | 2 | 12.50% | 6.0 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 11:47 | 10:26 | 10:26 | 13:08 | 13:08 | 13:08 | 02:42 | 02:00 |
 | Divine Rapier | 1 | 6.25% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.25% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |