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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 | |
 | Kaya | 26 | 70.27% | 100.0 | 65.38% | +47.20% | -22.52% | +17.95% | 3.46% | 19:45 | 10:56 | 13:44 | 17:50 | 25:25 | 34:03 | 11:41 | 08:39 |
 | Sange | 23 | 62.16% | 97.4 | 60.87% | +25.16% | +5.80% | +5.80% | 0.00% | 22:57 | 12:07 | 16:54 | 22:43 | 27:20 | 32:50 | 10:26 | 07:43 |
 | Kaya and Sange | 23 | 62.16% | 94.9 | 60.87% | +25.16% | +5.80% | +5.80% | 0.00% | 23:37 | 14:42 | 17:47 | 23:46 | 27:20 | 32:50 | 09:33 | 07:04 |
 | Witch Blade | 25 | 67.57% | 92.3 | 56.00% | +14.33% | -6.00% | -56.00% | -27.27% | 14:06 | 11:14 | 12:22 | 13:45 | 14:12 | 25:20 | 01:50 | 01:21 |
 | Chainmail | 25 | 67.57% | 89.7 | 56.00% | +14.33% | +10.67% | -22.67% | -22.23% | 12:18 | 06:41 | 10:48 | 11:36 | 12:18 | 24:04 | 01:30 | 01:06 |
 | Bottle | 32 | 86.49% | 87.2 | 53.13% | +13.13% | +34.37% | -28.13% | -62.50% | 01:53 | 01:00 | 01:15 | 01:29 | 01:45 | 06:37 | 00:30 | 00:22 |
 | Boots of Speed | 37 | 100.00% | 84.6 | 51.35% | +51.35% | +4.21% | -6.91% | -8.24% | 04:59 | 01:40 | 04:21 | 05:01 | 05:42 | 06:49 | 01:21 | 01:00 |
 | Power Treads | 35 | 94.59% | 82.1 | 51.43% | +1.43% | -6.99% | -6.99% | 0.00% | 06:59 | 04:41 | 06:10 | 07:07 | 07:27 | 09:02 | 01:17 | 00:57 |
 | Magic Wand | 36 | 97.30% | 79.5 | 50.00% | -50.00% | +27.78% | -5.56% | -10.75% | 05:43 | -01:29 | 04:09 | 05:18 | 07:15 | 10:58 | 03:06 | 02:17 |
 | Magic Stick | 36 | 97.30% | 76.9 | 50.00% | -50.00% | -16.67% | +5.56% | 5.88% | 02:38 | -01:29 | 00:31 | 02:23 | 04:18 | 08:19 | 03:47 | 02:48 |
 | Black King Bar | 29 | 78.38% | 74.4 | 51.72% | +1.72% | +19.71% | -8.86% | -10.33% | 22:14 | 15:06 | 19:49 | 21:22 | 22:35 | 37:27 | 02:46 | 02:02 |
 | Void Stone | 13 | 35.14% | 71.8 | 61.54% | +15.71% | +5.13% | -28.21% | -2.35% | 30:41 | 09:47 | 22:48 | 30:50 | 37:00 | 47:00 | 14:12 | 10:31 |
 | Scythe of Vyse | 5 | 13.51% | 69.2 | 80.00% | +33.12% | +20.00% | -80.00% | -9.87% | 38:46 | 32:57 | 32:57 | 37:04 | 43:05 | 44:44 | 10:08 | 07:30 |
 | Ring of Health | 8 | 21.62% | 66.7 | 62.50% | +14.22% | -12.50% | +37.50% | 10.53% | 30:17 | 23:27 | 25:27 | 28:29 | 30:12 | 42:42 | 04:45 | 03:31 |
 | Shadow Blade | 2 | 5.41% | 64.1 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 32:34 | 25:35 | 25:35 | 39:33 | 39:33 | 39:33 | 13:58 | 10:20 |
 | Refresher Orb | 2 | 5.41% | 61.5 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 40:07 | 37:15 | 37:15 | 42:59 | 42:59 | 42:59 | 05:44 | 04:14 |
 | Shiva's Guard | 7 | 18.92% | 59.0 | 57.14% | +7.14% | +42.86% | -57.14% | -10.17% | 35:38 | 28:19 | 28:25 | 32:29 | 38:15 | 50:00 | 09:50 | 07:17 |
 | Ring of Protection | 6 | 16.22% | 56.4 | 50.00% | -1.61% | 0.00% | -50.00% | -1.87% | 24:28 | 03:10 | 06:55 | 30:27 | 33:40 | 41:56 | 26:45 | 19:48 |
 | Aghanim's Shard | 10 | 27.03% | 53.8 | 40.00% | -15.56% | +26.67% | -40.00% | -9.73% | 28:18 | 19:09 | 24:41 | 24:55 | 31:32 | 41:44 | 06:51 | 05:04 |
 | Null Talisman | 7 | 18.92% | 51.3 | 42.86% | -10.47% | -42.86% | +7.14% | 31.25% | 03:45 | 01:43 | 02:26 | 03:52 | 04:02 | 05:28 | 01:36 | 01:11 |
 | Linken's Sphere | 7 | 18.92% | 48.7 | 42.86% | -10.47% | +7.14% | +7.14% | 0.00% | 30:45 | 27:30 | 27:44 | 30:14 | 30:56 | 38:49 | 03:12 | 02:22 |
 | Buckler | 4 | 10.81% | 46.2 | 50.00% | -1.52% | -50.00% | -50.00% | 0.00% | 34:11 | 30:27 | 30:27 | 30:39 | 33:40 | 41:56 | 03:13 | 02:22 |
 | Assault Cuirass | 4 | 10.81% | 43.6 | 50.00% | -1.52% | +50.00% | -50.00% | 0.00% | 35:21 | 31:15 | 31:15 | 33:25 | 34:36 | 42:08 | 03:21 | 02:28 |
 | Maelstrom | 1 | 2.70% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.70% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.70% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 |
 | Javelin | 1 | 2.70% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 5.41% | 30.8 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 07:12 | 04:44 | 04:44 | 09:39 | 09:39 | 09:39 | 04:55 | 03:38 |
 | Orchid Malevolence | 2 | 5.41% | 28.2 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 19:59 | 13:01 | 13:01 | 26:57 | 26:57 | 26:57 | 13:56 | 10:19 |
 | Spirit Vessel | 2 | 5.41% | 25.6 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 13:53 | 13:20 | 13:20 | 14:26 | 14:26 | 14:26 | 01:06 | 00:48 |
 | Arcane Boots | 2 | 5.41% | 23.1 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 14:49 | 08:00 | 08:00 | 21:37 | 21:37 | 21:37 | 13:37 | 10:05 |
 | Wind Lace | 2 | 5.41% | 20.5 | 50.00% | -1.43% | -50.00% | 0.00% | 0.00% | 15:51 | 14:35 | 14:35 | 17:06 | 17:06 | 17:06 | 02:31 | 01:51 |
 | Fluffy Hat | 1 | 2.70% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.70% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.70% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 5.41% | 10.3 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 24:41 | 20:09 | 20:09 | 29:12 | 29:12 | 29:12 | 09:03 | 06:42 |
 | Headdress | 1 | 2.70% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.70% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Cornucopia | 2 | 5.41% | 2.6 | 0.00% | -54.29% | 0.00% | 0.00% | 0.00% | 34:07 | 30:56 | 30:56 | 37:17 | 37:17 | 37:17 | 06:21 | 04:42 |