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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 | |
 | Aghanim's Shard | 18 | 42.86% | 100.0 | 61.11% | +23.61% | -1.11% | +13.89% | 1.79% | 23:54 | 15:45 | 18:37 | 21:23 | 26:59 | 47:07 | 08:22 | 06:11 |
 | Magic Wand | 35 | 83.33% | 97.7 | 51.43% | +22.86% | +15.24% | -18.10% | -8.34% | 12:33 | 06:44 | 09:59 | 11:17 | 13:59 | 25:40 | 04:00 | 02:57 |
 | Magic Stick | 41 | 97.62% | 95.3 | 48.78% | +48.78% | +11.22% | +11.22% | 0.00% | 04:20 | -01:29 | 01:45 | 03:19 | 08:11 | 11:17 | 06:26 | 04:45 |
 | Boots of Speed | 42 | 100.00% | 93.0 | 47.62% | +47.62% | -29.44% | +2.38% | 4.92% | 05:11 | -01:30 | -01:28 | 06:21 | 07:56 | 17:35 | 09:24 | 06:57 |
 | Wind Lace | 42 | 100.00% | 90.7 | 47.62% | +47.62% | +25.11% | -7.62% | -7.01% | 04:16 | -01:29 | -01:29 | 03:47 | 06:09 | 27:47 | 07:38 | 05:39 |
 | Tranquil Boots | 40 | 95.24% | 88.4 | 47.50% | -2.50% | -37.50% | +12.50% | 9.32% | 10:24 | 03:00 | 06:52 | 08:51 | 12:14 | 27:46 | 05:22 | 03:58 |
 | Fluffy Hat | 19 | 45.24% | 86.0 | 47.37% | -0.46% | +12.63% | -7.37% | -3.18% | 19:36 | 10:11 | 13:35 | 15:15 | 19:52 | 51:38 | 06:17 | 04:39 |
 | Ghost Scepter | 6 | 14.29% | 83.7 | 66.67% | +22.23% | +33.33% | -66.67% | -31.25% | 32:50 | 24:22 | 30:01 | 30:10 | 33:13 | 47:20 | 03:12 | 02:22 |
 | Drum of Endurance | 9 | 21.43% | 81.4 | 55.56% | +10.11% | +44.44% | -5.56% | -12.82% | 18:22 | 14:30 | 15:06 | 18:35 | 19:00 | 24:15 | 03:54 | 02:53 |
 | Sange | 4 | 9.52% | 79.1 | 75.00% | +30.26% | +25.00% | +25.00% | 0.00% | 24:13 | 19:18 | 19:18 | 24:36 | 25:23 | 27:36 | 06:05 | 04:30 |
 | Heaven's Halberd | 4 | 9.52% | 76.7 | 75.00% | +30.26% | +25.00% | -75.00% | -15.08% | 32:03 | 26:58 | 26:58 | 30:05 | 33:36 | 37:33 | 06:38 | 04:54 |
 | Boots of Bearing | 2 | 4.76% | 74.4 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 28:32 | 25:32 | 25:32 | 31:31 | 31:31 | 31:31 | 05:59 | 04:25 |
 | Void Stone | 7 | 16.67% | 72.1 | 57.14% | +11.43% | -7.14% | -7.14% | 0.00% | 31:07 | 13:13 | 25:40 | 30:17 | 33:32 | 45:44 | 07:52 | 05:49 |
 | Ring of Protection | 14 | 33.33% | 69.8 | 42.86% | -7.14% | +7.14% | -42.86% | -4.57% | 10:23 | -01:29 | -01:18 | 09:17 | 12:15 | 58:03 | 13:33 | 10:02 |
 | Force Staff | 11 | 26.19% | 67.4 | 45.45% | -2.94% | -12.12% | -12.12% | 0.00% | 29:54 | 22:01 | 23:29 | 28:20 | 31:45 | 51:38 | 08:16 | 06:07 |
 | Urn of Shadows | 10 | 23.81% | 65.1 | 40.00% | -10.00% | -6.67% | +10.00% | 4.07% | 12:06 | 03:52 | 10:28 | 12:25 | 14:34 | 18:43 | 04:06 | 03:02 |
 | Lotus Orb | 3 | 7.14% | 62.8 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 34:42 | 28:30 | 28:30 | 34:20 | 41:17 | 41:17 | 12:47 | 09:28 |
 | Crown | 3 | 7.14% | 60.5 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 27:35 | 22:44 | 22:44 | 23:33 | 36:28 | 36:28 | 13:44 | 10:10 |
 | Black King Bar | 3 | 7.14% | 58.1 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 41:29 | 34:07 | 34:07 | 41:50 | 48:29 | 48:29 | 14:22 | 10:38 |
 | Eul's Scepter of Divinity | 3 | 7.14% | 55.8 | 66.67% | +20.52% | -66.67% | 0.00% | 0.00% | 32:30 | 21:18 | 21:18 | 30:28 | 45:44 | 45:44 | 24:26 | 18:05 |
 | Quelling Blade | 3 | 7.14% | 53.5 | 66.67% | +20.52% | -66.67% | 0.00% | 0.00% | 08:34 | 00:14 | 00:14 | 08:26 | 17:03 | 17:03 | 16:49 | 12:27 |
 | Bracer | 7 | 16.67% | 51.2 | 42.86% | -5.71% | -42.86% | +57.14% | 26.43% | 16:14 | 12:09 | 12:42 | 15:57 | 16:29 | 24:35 | 03:47 | 02:48 |
 | Veil of Discord | 1 | 2.38% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.38% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.38% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.38% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Ring of Health | 5 | 11.90% | 39.5 | 40.00% | -8.65% | -40.00% | -40.00% | 0.00% | 32:09 | 22:33 | 22:33 | 28:17 | 41:09 | 43:05 | 18:36 | 13:46 |
 | Null Talisman | 2 | 4.76% | 37.2 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 32:13 | 13:46 | 13:46 | 50:40 | 50:40 | 50:40 | 36:54 | 27:20 |
 | Soul Ring | 2 | 4.76% | 34.9 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 13:06 | 09:56 | 09:56 | 16:16 | 16:16 | 16:16 | 06:20 | 04:41 |
 | Ring of Basilius | 2 | 4.76% | 32.6 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 40:48 | 23:33 | 23:33 | 58:03 | 58:03 | 58:03 | 34:30 | 25:33 |
 | Spirit Vessel | 3 | 7.14% | 30.2 | 33.33% | -15.39% | +66.67% | 0.00% | 0.00% | 24:22 | 22:45 | 22:45 | 25:07 | 25:14 | 25:14 | 02:29 | 01:50 |
 | Aghanim's Scepter | 4 | 9.52% | 27.9 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 42:51 | 31:46 | 31:46 | 34:31 | 35:20 | 1:09:47 | 03:34 | 02:38 |
 | Medallion of Courage | 3 | 7.14% | 25.6 | 0.00% | -51.28% | 0.00% | 0.00% | 0.00% | 25:33 | 21:11 | 21:11 | 21:50 | 33:37 | 33:37 | 12:26 | 09:12 |
 | Buckler | 1 | 2.38% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.38% | 20.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.38% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Blight Stone | 3 | 7.14% | 16.3 | 0.00% | -51.28% | 0.00% | 0.00% | 0.00% | 24:24 | 17:45 | 17:45 | 21:50 | 33:37 | 33:37 | 15:52 | 11:45 |
 | Hood of Defiance | 1 | 2.38% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.38% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 56:06 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.38% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 58:03 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.38% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Chainmail | 3 | 7.14% | 4.7 | 0.00% | -51.28% | 0.00% | 0.00% | 0.00% | 24:32 | 18:48 | 18:48 | 21:11 | 33:37 | 33:37 | 14:49 | 10:58 |
 | Blink Dagger | 1 | 2.38% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 00:00 | 00:00 |