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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 | |
 | Boots of Travel | 63 | 56.76% | 100.0 | 71.43% | +31.85% | +9.82% | -15.18% | -2.54% | 35:21 | 18:04 | 30:28 | 34:32 | 40:19 | 1:01:32 | 09:51 | 07:17 |
 | Shiva's Guard | 36 | 32.43% | 97.7 | 72.22% | +21.55% | +16.67% | -5.55% | -3.60% | 33:39 | 25:10 | 29:26 | 32:45 | 35:36 | 49:55 | 06:10 | 04:34 |
 | Kaya and Sange | 43 | 38.74% | 95.5 | 69.77% | +19.77% | +12.05% | -33.41% | -4.92% | 28:06 | 18:11 | 23:18 | 27:17 | 32:32 | 39:09 | 09:14 | 06:50 |
 | Sange | 43 | 38.74% | 93.2 | 69.77% | +19.77% | +12.05% | -33.41% | -4.90% | 27:24 | 17:51 | 22:38 | 25:43 | 31:55 | 39:23 | 09:17 | 06:52 |
 | Blink Dagger | 65 | 58.56% | 90.9 | 64.62% | +16.79% | +22.88% | -14.62% | -4.87% | 27:55 | 15:07 | 23:55 | 27:29 | 31:37 | 1:03:31 | 07:42 | 05:42 |
 | Magic Stick | 103 | 92.79% | 88.6 | 60.19% | +35.19% | -6.34% | +12.89% | 10.68% | 02:53 | -01:29 | 01:51 | 02:16 | 03:39 | 18:00 | 01:48 | 01:20 |
 | Scythe of Vyse | 46 | 41.44% | 86.4 | 65.22% | +12.91% | +9.78% | -19.77% | -3.67% | 37:07 | 27:20 | 32:46 | 35:11 | 40:49 | 1:03:42 | 08:03 | 05:57 |
 | Bloodstone | 108 | 97.30% | 84.1 | 59.26% | +59.26% | +25.93% | -18.52% | -22.04% | 14:42 | 11:04 | 13:34 | 14:30 | 15:35 | 20:51 | 02:01 | 01:29 |
 | Kaya | 48 | 43.24% | 81.8 | 64.58% | +12.20% | -6.25% | -22.91% | -1.68% | 24:37 | 15:18 | 18:54 | 22:09 | 28:48 | 45:00 | 09:54 | 07:20 |
 | Bottle | 101 | 90.99% | 79.5 | 59.41% | +19.41% | +4.59% | -19.41% | -24.00% | 01:37 | 00:04 | 01:09 | 01:18 | 01:29 | 09:49 | 00:20 | 00:14 |
 | Boots of Travel 2 | 14 | 12.61% | 77.3 | 78.57% | +23.93% | -3.57% | +21.43% | 1.26% | 47:03 | 27:44 | 37:12 | 49:36 | 57:06 | 1:03:00 | 19:54 | 14:44 |
 | Magic Wand | 101 | 90.99% | 75.0 | 58.42% | +8.42% | -6.42% | -10.42% | -1.41% | 06:58 | -01:29 | 04:52 | 06:49 | 07:42 | 18:48 | 02:50 | 02:05 |
 | Arcane Boots | 111 | 100.00% | 72.7 | 57.66% | +57.66% | +10.20% | -11.23% | -15.68% | 06:19 | 04:03 | 05:27 | 06:03 | 06:49 | 11:55 | 01:22 | 01:00 |
 | Boots of Speed | 111 | 100.00% | 70.5 | 57.66% | +57.66% | -11.23% | -14.80% | -3.57% | 03:18 | 01:10 | 02:47 | 03:16 | 03:43 | 07:34 | 00:56 | 00:41 |
 | Void Stone | 62 | 55.86% | 68.2 | 59.68% | +4.58% | -15.93% | -6.35% | 0.61% | 29:44 | 09:36 | 20:19 | 32:39 | 36:08 | 53:10 | 15:49 | 11:42 |
 | Black King Bar | 86 | 77.48% | 65.9 | 56.98% | -3.02% | +15.75% | -4.60% | -4.66% | 24:15 | 18:05 | 21:31 | 23:20 | 25:53 | 42:12 | 04:22 | 03:14 |
 | Refresher Orb | 9 | 8.11% | 63.6 | 77.78% | +21.90% | +22.22% | -27.78% | 0.00% | 48:47 | 36:34 | 43:49 | 50:58 | 52:44 | 55:01 | 08:55 | 06:36 |
 | Ring of Health | 21 | 18.92% | 61.4 | 61.90% | +5.23% | -21.90% | -1.90% | 0.68% | 33:40 | 09:42 | 19:28 | 34:47 | 48:56 | 55:00 | 29:28 | 21:49 |
 | Quelling Blade | 7 | 6.31% | 59.1 | 71.43% | +14.70% | -21.43% | +28.57% | 0.00% | 10:27 | 04:09 | 06:05 | 08:07 | 08:41 | 29:27 | 02:36 | 01:55 |
 | Aghanim's Shard | 30 | 27.03% | 56.8 | 46.67% | -15.06% | +15.83% | -18.10% | -2.27% | 40:58 | 22:12 | 34:22 | 41:40 | 49:18 | 57:34 | 14:56 | 11:03 |
 | Aghanim's Blessing | 5 | 4.50% | 54.5 | 80.00% | +23.40% | -80.00% | +20.00% | 0.00% | 50:57 | 49:34 | 49:34 | 51:14 | 51:35 | 52:30 | 02:01 | 01:29 |
 | Wind Lace | 57 | 51.35% | 52.3 | 40.35% | -35.58% | +2.51% | -11.78% | -1.95% | 10:01 | 02:40 | 06:28 | 07:16 | 13:48 | 39:35 | 07:20 | 05:25 |
 | Overwhelming Blink | 12 | 10.81% | 50.0 | 58.33% | +0.75% | +8.34% | -58.33% | -7.26% | 46:31 | 33:51 | 39:20 | 46:04 | 48:31 | 1:08:55 | 09:11 | 06:48 |
 | Aghanim's Scepter | 12 | 10.81% | 47.7 | 58.33% | +0.75% | +41.67% | +8.34% | -4.91% | 38:31 | 24:34 | 33:37 | 36:45 | 40:24 | 52:30 | 06:47 | 05:01 |
 | Lotus Orb | 9 | 8.11% | 45.5 | 55.56% | -2.28% | -5.56% | +44.44% | 0.00% | 26:09 | 13:39 | 19:28 | 26:12 | 30:32 | 39:19 | 11:04 | 08:11 |
 | Moon Shard | 2 | 1.80% | 43.2 | 100.00% | +43.12% | 0.00% | 0.00% | 0.00% | 1:05:04 | 54:44 | 54:44 | 1:15:24 | 1:15:24 | 1:15:24 | 20:40 | 15:18 |
 | Eul's Scepter of Divinity | 17 | 15.32% | 40.9 | 35.29% | -26.41% | -35.29% | -35.29% | 0.00% | 20:17 | 10:46 | 12:37 | 19:18 | 22:15 | 40:15 | 09:38 | 07:08 |
 | Ghost Scepter | 6 | 5.41% | 38.6 | 50.00% | -8.10% | +50.00% | +50.00% | 0.00% | 39:00 | 29:19 | 29:21 | 41:14 | 45:33 | 45:44 | 16:12 | 12:00 |
 | Null Talisman | 10 | 9.01% | 36.4 | 40.00% | -19.41% | +26.67% | +10.00% | 0.00% | 03:25 | 01:23 | 01:54 | 02:15 | 03:56 | 09:31 | 02:02 | 01:30 |
 | Aeon Disk | 1 | 0.90% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:42 | 1:22:42 | 1:22:42 | 1:22:42 | 1:22:42 | 1:22:42 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.90% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.90% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 00:00 | 00:00 |
 | Ethereal Blade | 3 | 2.70% | 27.3 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 46:00 | 45:05 | 45:05 | 45:46 | 47:10 | 47:10 | 02:05 | 01:32 |
 | Hood of Defiance | 3 | 2.70% | 25.0 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 15:19 | 09:53 | 09:53 | 17:35 | 18:29 | 18:29 | 08:36 | 06:22 |
 | Wind Waker | 3 | 2.70% | 22.7 | 33.33% | -25.00% | +66.67% | 0.00% | 0.00% | 44:55 | 41:35 | 41:35 | 45:11 | 48:00 | 48:00 | 06:25 | 04:45 |
 | Guardian Greaves | 2 | 1.80% | 20.5 | 0.00% | -58.72% | 0.00% | 0.00% | 0.00% | 21:59 | 15:37 | 15:37 | 28:20 | 28:20 | 28:20 | 12:43 | 09:25 |
 | Chainmail | 2 | 1.80% | 18.2 | 0.00% | -58.72% | 0.00% | 0.00% | 0.00% | 11:38 | 10:29 | 10:29 | 12:47 | 12:47 | 12:47 | 02:18 | 01:42 |
 | Headdress | 2 | 1.80% | 15.9 | 0.00% | -58.72% | 0.00% | 0.00% | 0.00% | 12:25 | 10:29 | 10:29 | 14:21 | 14:21 | 14:21 | 03:52 | 02:51 |
 | Buckler | 2 | 1.80% | 13.6 | 0.00% | -58.72% | 0.00% | 0.00% | 0.00% | 19:38 | 12:21 | 12:21 | 26:54 | 26:54 | 26:54 | 14:33 | 10:46 |
 | Helm of Iron Will | 1 | 0.90% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 56:47 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.90% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Mekansm | 2 | 1.80% | 6.8 | 0.00% | -58.72% | 0.00% | 0.00% | 0.00% | 13:54 | 11:44 | 11:44 | 16:03 | 16:03 | 16:03 | 04:19 | 03:11 |
 | Ring of Protection | 2 | 1.80% | 4.5 | 0.00% | -58.72% | 0.00% | 0.00% | 0.00% | 18:45 | 12:21 | 12:21 | 25:08 | 25:08 | 25:08 | 12:47 | 09:28 |
 | Eternal Shroud | 1 | 0.90% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |