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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 | |
 | Wind Lace | 27 | 50.94% | 100.0 | 51.85% | +21.08% | -23.28% | +19.58% | 5.79% | 11:09 | -01:29 | 06:39 | 10:38 | 14:03 | 31:29 | 07:24 | 05:28 |
 | Urn of Shadows | 32 | 60.38% | 97.4 | 50.00% | +21.43% | -12.50% | +25.00% | 6.64% | 08:21 | 02:48 | 04:43 | 06:45 | 10:22 | 19:18 | 05:39 | 04:11 |
 | Arcane Boots | 3 | 5.66% | 94.9 | 100.00% | +62.00% | 0.00% | 0.00% | 0.00% | 25:58 | 18:45 | 18:45 | 25:15 | 33:55 | 33:55 | 15:10 | 11:14 |
 | Magic Wand | 40 | 75.47% | 92.3 | 47.50% | +24.42% | +2.50% | +22.50% | 2.23% | 10:43 | 01:17 | 05:29 | 10:00 | 14:27 | 23:24 | 08:58 | 06:38 |
 | Ring of Protection | 41 | 77.36% | 89.7 | 46.34% | +21.34% | -16.34% | +23.66% | 5.16% | 05:31 | -01:30 | -01:29 | 01:52 | 09:14 | 34:22 | 10:43 | 07:56 |
 | Boots of Speed | 53 | 100.00% | 87.2 | 41.51% | +41.51% | -10.74% | +12.34% | 6.66% | 06:10 | -01:29 | 04:14 | 05:24 | 07:42 | 17:34 | 03:28 | 02:34 |
 | Magic Stick | 51 | 96.23% | 84.6 | 41.18% | -8.82% | +12.67% | -2.72% | -2.51% | 03:49 | -01:29 | 00:50 | 02:26 | 06:58 | 14:04 | 06:08 | 04:32 |
 | Tranquil Boots | 22 | 41.51% | 82.1 | 45.45% | +6.74% | -45.45% | +14.55% | 8.57% | 13:35 | 06:33 | 08:58 | 11:52 | 15:58 | 31:56 | 07:00 | 05:11 |
 | Aghanim's Scepter | 27 | 50.94% | 79.5 | 40.74% | -1.57% | +2.12% | +16.40% | 1.47% | 28:05 | 16:44 | 22:16 | 25:59 | 31:58 | 57:58 | 09:42 | 07:11 |
 | Void Stone | 2 | 3.77% | 76.9 | 100.00% | +60.78% | 0.00% | 0.00% | 0.00% | 36:00 | 34:37 | 34:37 | 37:23 | 37:23 | 37:23 | 02:46 | 02:02 |
 | Aghanim's Shard | 7 | 13.21% | 74.4 | 57.14% | +18.01% | -7.14% | -7.14% | 0.00% | 29:55 | 26:24 | 27:29 | 28:02 | 30:48 | 35:17 | 03:19 | 02:27 |
 | Quelling Blade | 28 | 52.83% | 71.8 | 32.14% | -19.86% | -3.57% | +25.00% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 16:47 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 9.43% | 69.2 | 60.00% | +20.42% | +40.00% | -60.00% | 0.00% | 14:51 | 10:28 | 10:28 | 14:01 | 18:09 | 18:56 | 07:41 | 05:41 |
 | Soul Ring | 3 | 5.66% | 66.7 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 05:00 | 03:44 | 03:44 | 04:12 | 07:03 | 07:03 | 03:19 | 02:27 |
 | Aeon Disk | 7 | 13.21% | 64.1 | 42.86% | +1.56% | +57.14% | -42.86% | -13.30% | 36:31 | 28:41 | 30:53 | 36:23 | 38:24 | 46:00 | 07:31 | 05:34 |
 | Spirit Vessel | 12 | 22.64% | 61.5 | 33.33% | -10.57% | 0.00% | 0.00% | 0.00% | 16:12 | 11:49 | 11:53 | 15:26 | 17:54 | 24:40 | 06:01 | 04:27 |
 | Power Treads | 4 | 7.55% | 59.0 | 50.00% | +9.18% | +50.00% | -50.00% | 0.00% | 11:12 | 09:30 | 09:30 | 10:11 | 12:07 | 12:58 | 02:37 | 01:56 |
 | Bracer | 9 | 16.98% | 56.4 | 33.33% | -9.85% | -33.33% | +16.67% | 50.00% | 03:45 | 01:40 | 02:07 | 02:28 | 03:01 | 13:24 | 00:54 | 00:40 |
 | Black King Bar | 1 | 1.89% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.89% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.89% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Buckler | 10 | 18.87% | 46.2 | 30.00% | -14.19% | +3.33% | +20.00% | 1.03% | 26:38 | 14:33 | 17:43 | 24:52 | 33:52 | 42:28 | 16:09 | 11:57 |
 | Orb of Venom | 5 | 9.43% | 43.6 | 40.00% | -1.67% | -40.00% | +60.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Ring of Health | 6 | 11.32% | 41.0 | 33.33% | -9.22% | -33.33% | +66.67% | 0.00% | 23:20 | 08:14 | 12:46 | 18:59 | 34:36 | 37:23 | 21:50 | 16:10 |
 | Blink Dagger | 8 | 15.09% | 38.5 | 25.00% | -19.44% | -25.00% | +25.00% | 5.05% | 20:42 | 11:11 | 13:53 | 18:49 | 23:47 | 31:41 | 09:54 | 07:20 |
 | Bottle | 9 | 16.98% | 35.9 | 22.22% | -23.23% | +77.78% | -22.22% | -80.00% | 03:58 | 02:05 | 02:46 | 03:19 | 04:01 | 07:28 | 01:15 | 00:55 |
 | Phase Boots | 6 | 11.32% | 33.3 | 16.67% | -28.01% | -16.67% | -16.67% | 0.00% | 09:07 | 07:23 | 08:00 | 09:16 | 09:31 | 11:15 | 01:31 | 01:07 |
 | Chainmail | 6 | 11.32% | 30.8 | 16.67% | -28.01% | -16.67% | -16.67% | 0.00% | 08:13 | 05:30 | 07:26 | 08:39 | 09:17 | 09:31 | 01:51 | 01:22 |
 | Vladmir's Offering | 7 | 13.21% | 28.2 | 14.29% | -31.36% | -14.29% | +35.71% | 6.77% | 30:28 | 18:42 | 26:19 | 28:49 | 33:42 | 42:48 | 07:23 | 05:28 |
 | Morbid Mask | 8 | 15.09% | 25.6 | 12.50% | -34.17% | -12.50% | -12.50% | 0.00% | 30:15 | 17:49 | 24:15 | 28:16 | 34:22 | 42:29 | 10:07 | 07:29 |
 | Ring of Basilius | 9 | 16.98% | 23.1 | 11.11% | -36.62% | +38.89% | -11.11% | -2.36% | 24:14 | 05:27 | 12:31 | 28:15 | 33:41 | 42:29 | 21:10 | 15:40 |
 | Assault Cuirass | 1 | 1.89% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:05 | 48:05 | 48:05 | 48:05 | 48:05 | 48:05 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.89% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Headdress | 1 | 1.89% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.89% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.89% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.89% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.89% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 16:09 | 00:00 | 00:00 |
 | Hood of Defiance | 4 | 7.55% | 2.6 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 17:10 | 08:25 | 08:25 | 12:49 | 19:18 | 28:07 | 10:53 | 08:03 |