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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 | |
 | Buckler | 6 | 19.35% | 100.0 | 83.33% | +43.33% | +16.67% | +16.67% | 0.00% | 33:03 | 26:03 | 30:21 | 31:21 | 37:39 | 38:10 | 07:18 | 05:24 |
 | Ring of Protection | 28 | 90.32% | 97.3 | 53.57% | +53.57% | +3.57% | -10.71% | -4.04% | 03:14 | -01:29 | -01:29 | 02:18 | 05:01 | 26:03 | 06:30 | 04:48 |
 | Soul Ring | 27 | 87.10% | 94.6 | 51.85% | +26.85% | -8.99% | +19.58% | 8.16% | 05:50 | 02:34 | 03:39 | 05:27 | 07:09 | 11:25 | 03:30 | 02:35 |
 | Magic Stick | 27 | 87.10% | 91.9 | 51.85% | +26.85% | -8.99% | -23.28% | -1.66% | 05:01 | -01:29 | 00:01 | 05:55 | 08:37 | 15:01 | 08:36 | 06:22 |
 | Blink Dagger | 30 | 96.77% | 89.2 | 50.00% | +50.00% | 0.00% | -7.14% | -1.90% | 14:57 | 09:51 | 12:23 | 13:33 | 16:09 | 27:12 | 03:46 | 02:47 |
 | Phase Boots | 23 | 74.19% | 86.5 | 52.17% | +14.67% | +31.16% | -18.84% | -14.93% | 10:21 | 04:14 | 06:46 | 09:04 | 10:07 | 30:40 | 03:21 | 02:28 |
 | Chainmail | 23 | 74.19% | 83.8 | 52.17% | +14.67% | +31.16% | -18.84% | -15.96% | 09:16 | 03:22 | 06:24 | 07:50 | 09:32 | 30:31 | 03:08 | 02:19 |
 | Quelling Blade | 31 | 100.00% | 81.1 | 48.39% | +48.39% | +1.61% | -23.39% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 01:21 | 00:00 | 00:00 |
 | Black King Bar | 31 | 100.00% | 78.4 | 48.39% | +48.39% | +14.11% | -23.39% | -8.24% | 23:34 | 15:37 | 20:53 | 23:43 | 25:26 | 38:12 | 04:33 | 03:22 |
 | Boots of Speed | 31 | 100.00% | 75.7 | 48.39% | +48.39% | -10.89% | +1.61% | 4.29% | 05:16 | -01:29 | 03:44 | 05:26 | 06:39 | 10:32 | 02:55 | 02:09 |
 | Magic Wand | 24 | 77.42% | 73.0 | 50.00% | +7.14% | -16.67% | +16.67% | 6.23% | 10:06 | 00:41 | 06:33 | 09:55 | 11:54 | 31:34 | 05:21 | 03:57 |
 | Aghanim's Shard | 11 | 35.48% | 70.3 | 54.55% | +9.55% | +12.12% | -21.22% | -6.62% | 32:57 | 23:54 | 27:28 | 29:48 | 32:30 | 45:58 | 05:02 | 03:43 |
 | Ring of Health | 11 | 35.48% | 67.6 | 54.55% | +9.55% | -21.22% | +12.12% | 1.56% | 20:22 | 04:01 | 05:14 | 23:37 | 26:35 | 41:20 | 21:21 | 15:48 |
 | Refresher Orb | 6 | 19.35% | 64.9 | 66.67% | +22.67% | +33.33% | +33.33% | 0.00% | 37:23 | 30:17 | 31:17 | 33:52 | 42:16 | 45:05 | 10:59 | 08:08 |
 | Assault Cuirass | 4 | 12.90% | 62.2 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 34:47 | 27:10 | 27:10 | 35:25 | 37:54 | 38:40 | 10:44 | 07:57 |
 | Morbid Mask | 4 | 12.90% | 59.5 | 75.00% | +30.56% | +25.00% | -75.00% | 0.00% | 32:55 | 26:28 | 26:28 | 28:27 | 30:35 | 46:10 | 04:07 | 03:02 |
 | Orb of Corrosion | 2 | 6.45% | 56.8 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 08:26 | 07:34 | 07:34 | 09:17 | 09:17 | 09:17 | 01:43 | 01:16 |
 | Fluffy Hat | 2 | 6.45% | 54.1 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 07:42 | 07:29 | 07:29 | 07:54 | 07:54 | 07:54 | 00:25 | 00:18 |
 | Helm of Iron Will | 14 | 45.16% | 51.4 | 42.86% | -10.08% | -17.86% | -42.86% | -16.13% | 04:54 | 02:08 | 02:56 | 03:25 | 04:29 | 14:45 | 01:33 | 01:08 |
 | Overwhelming Blink | 5 | 16.13% | 48.6 | 60.00% | +13.85% | +40.00% | -60.00% | 0.00% | 40:03 | 27:17 | 27:17 | 35:17 | 51:09 | 52:21 | 23:52 | 17:40 |
 | Orb of Venom | 5 | 16.13% | 45.9 | 60.00% | +13.85% | -60.00% | +40.00% | 0.00% | 02:33 | -01:26 | -01:26 | 01:03 | 04:41 | 07:28 | 06:07 | 04:31 |
 | Void Stone | 12 | 38.71% | 43.2 | 41.67% | -10.96% | -41.67% | -8.34% | 3.60% | 27:55 | 14:18 | 23:06 | 25:34 | 32:22 | 41:20 | 09:16 | 06:51 |
 | Armlet of Mordiggian | 13 | 41.94% | 40.5 | 38.46% | -17.10% | +28.21% | -38.46% | -14.98% | 11:39 | 07:41 | 07:53 | 10:05 | 12:20 | 23:40 | 04:27 | 03:17 |
 | Bracer | 6 | 19.35% | 37.8 | 50.00% | +2.00% | 0.00% | +50.00% | 0.00% | 02:02 | 01:27 | 01:49 | 01:54 | 02:26 | 02:31 | 00:37 | 00:27 |
 | Satanic | 3 | 9.68% | 35.1 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 36:33 | 30:28 | 30:28 | 32:41 | 46:29 | 46:29 | 16:01 | 11:51 |
 | Blight Stone | 4 | 12.90% | 32.4 | 50.00% | +1.85% | -50.00% | +50.00% | 0.00% | 06:48 | 04:43 | 04:43 | 06:25 | 07:29 | 08:36 | 02:46 | 02:02 |
 | Ring of Basilius | 1 | 3.23% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.23% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.23% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Desolator | 1 | 3.23% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Bottle | 6 | 19.35% | 18.9 | 33.33% | -18.67% | -33.33% | +66.67% | 0.00% | 02:20 | 01:08 | 01:37 | 01:46 | 01:58 | 05:41 | 00:21 | 00:15 |
 | Lotus Orb | 3 | 9.68% | 16.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 32:46 | 30:33 | 30:33 | 33:46 | 33:58 | 33:58 | 03:25 | 02:31 |
 | Divine Rapier | 1 | 3.23% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |
 | Wind Lace | 2 | 6.45% | 10.8 | 0.00% | -51.72% | 0.00% | 0.00% | 0.00% | 16:45 | 09:27 | 09:27 | 24:03 | 24:03 | 24:03 | 14:36 | 10:48 |
 | Aghanim's Scepter | 1 | 3.23% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.23% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.23% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 00:00 | 00:00 |