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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 | 42.86% | 100.0 | 66.67% | +54.17% | +33.33% | +33.33% | 0.00% | 15:13 | 12:17 | 13:30 | 14:18 | 15:51 | 20:28 | 02:21 | 01:44 |
 | Guardian Greaves | 6 | 42.86% | 97.6 | 66.67% | +54.17% | +33.33% | +33.33% | 0.00% | 17:20 | 14:07 | 14:50 | 16:20 | 18:19 | 23:06 | 03:29 | 02:34 |
 | Ring of Protection | 6 | 42.86% | 95.1 | 66.67% | +54.17% | +33.33% | +33.33% | 0.00% | 15:01 | 11:14 | 13:30 | 14:18 | 15:42 | 20:27 | 02:12 | 01:37 |
 | Headdress | 6 | 42.86% | 92.7 | 66.67% | +54.17% | -16.67% | +33.33% | 22.56% | 10:53 | 07:45 | 08:31 | 09:07 | 10:44 | 18:39 | 02:13 | 01:38 |
 | Heaven's Halberd | 2 | 14.29% | 90.2 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 22:37 | 21:11 | 21:11 | 24:03 | 24:03 | 24:03 | 02:52 | 02:07 |
 | Ring of Basilius | 2 | 14.29% | 87.8 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 17:12 | 08:32 | 08:32 | 25:51 | 25:51 | 25:51 | 17:19 | 12:49 |
 | Chainmail | 9 | 64.29% | 85.4 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 10:21 | 05:39 | 07:35 | 08:31 | 10:44 | 18:40 | 03:09 | 02:20 |
 | Mekansm | 7 | 50.00% | 82.9 | 57.14% | +42.85% | +42.86% | -7.14% | -20.55% | 12:21 | 08:32 | 10:34 | 10:44 | 13:00 | 18:42 | 02:26 | 01:48 |
 | Magic Wand | 13 | 92.86% | 80.5 | 38.46% | +38.46% | +28.21% | -5.13% | -7.75% | 03:08 | -01:29 | -01:29 | 04:26 | 05:47 | 07:39 | 07:16 | 05:22 |
 | Arcane Boots | 9 | 64.29% | 78.0 | 44.44% | +24.44% | -44.44% | +5.56% | 24.19% | 07:08 | 05:01 | 05:14 | 06:54 | 07:18 | 11:40 | 02:04 | 01:31 |
 | Boots of Speed | 14 | 100.00% | 75.6 | 35.71% | +35.71% | +14.29% | -2.38% | -10.87% | 03:49 | 01:37 | 02:54 | 03:13 | 04:26 | 07:27 | 01:32 | 01:08 |
 | Sange | 6 | 42.86% | 73.2 | 50.00% | +25.00% | 0.00% | -50.00% | -12.05% | 23:14 | 16:02 | 21:11 | 21:18 | 25:20 | 32:27 | 04:09 | 03:04 |
 | Shiva's Guard | 3 | 21.43% | 70.7 | 66.67% | +39.40% | +33.33% | 0.00% | 0.00% | 31:41 | 29:56 | 29:56 | 31:33 | 33:35 | 33:35 | 03:39 | 02:42 |
 | Ring of Health | 3 | 21.43% | 68.3 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 13:56 | 02:44 | 02:44 | 11:19 | 27:44 | 27:44 | 25:00 | 18:31 |
 | Black King Bar | 7 | 50.00% | 65.9 | 42.86% | +14.29% | +7.14% | +7.14% | 0.00% | 24:22 | 14:53 | 19:07 | 24:34 | 26:39 | 35:57 | 07:32 | 05:34 |
 | Magic Stick | 9 | 64.29% | 63.4 | 33.33% | -6.67% | +16.67% | +66.67% | 19.87% | 02:37 | -01:29 | 01:38 | 02:16 | 04:09 | 04:52 | 02:31 | 01:51 |
 | Void Stone | 4 | 28.57% | 61.0 | 50.00% | +20.00% | -50.00% | -50.00% | 0.00% | 30:14 | 13:55 | 13:55 | 26:04 | 35:32 | 45:25 | 21:37 | 16:00 |
 | Wraith Band | 4 | 28.57% | 58.5 | 50.00% | +20.00% | -50.00% | -50.00% | 0.00% | 03:39 | 01:15 | 01:15 | 02:25 | 02:26 | 08:31 | 01:11 | 00:52 |
 | Crimson Guard | 1 | 7.14% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 7.14% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 |
 | Null Talisman | 1 | 7.14% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:20 | 00:20 | 00:20 | 00:20 | 00:20 | 00:20 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.14% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 7.14% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 00:00 | 00:00 |
 | Wind Lace | 6 | 42.86% | 41.5 | 33.33% | -4.17% | +16.67% | -33.33% | -5.75% | 10:43 | 05:37 | 06:52 | 08:56 | 15:34 | 18:14 | 08:42 | 06:26 |
 | Bottle | 7 | 50.00% | 39.0 | 28.57% | -14.29% | -28.57% | +21.43% | 50.00% | 01:53 | 01:15 | 01:16 | 01:38 | 01:39 | 03:36 | 00:23 | 00:17 |
 | Vanguard | 2 | 14.29% | 36.6 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 09:44 | 05:38 | 05:38 | 13:49 | 13:49 | 13:49 | 08:11 | 06:03 |
 | Lotus Orb | 2 | 14.29% | 34.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 29:22 | 22:27 | 22:27 | 36:16 | 36:16 | 36:16 | 13:49 | 10:14 |
 | Kaya | 3 | 21.43% | 31.7 | 33.33% | -3.03% | -33.33% | 0.00% | 0.00% | 20:29 | 11:30 | 11:30 | 20:03 | 29:53 | 29:53 | 18:23 | 13:37 |
 | Kaya and Sange | 3 | 21.43% | 29.3 | 33.33% | -3.03% | -33.33% | 0.00% | 0.00% | 24:30 | 16:21 | 16:21 | 24:05 | 33:04 | 33:04 | 16:43 | 12:22 |
 | Blink Dagger | 3 | 21.43% | 26.8 | 33.33% | -3.03% | -33.33% | 0.00% | 0.00% | 24:35 | 18:31 | 18:31 | 20:58 | 34:17 | 34:17 | 15:46 | 11:40 |
 | Phase Boots | 3 | 21.43% | 24.4 | 33.33% | -3.03% | +66.67% | 0.00% | 0.00% | 10:50 | 07:23 | 07:23 | 07:45 | 17:22 | 17:22 | 09:59 | 07:23 |
 | Rod of Atos | 3 | 21.43% | 22.0 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 12:42 | 11:27 | 11:27 | 12:54 | 13:44 | 13:44 | 02:17 | 01:41 |
 | Scythe of Vyse | 1 | 7.14% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:25 | 45:25 | 45:25 | 45:25 | 45:25 | 45:25 | 00:00 | 00:00 |
 | Octarine Core | 1 | 7.14% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 00:00 | 00:00 |
 | Bracer | 1 | 7.14% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:28 | 02:28 | 02:28 | 02:28 | 02:28 | 02:28 | 00:00 | 00:00 |
 | Power Treads | 2 | 14.29% | 12.2 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 08:48 | 07:08 | 07:08 | 10:27 | 10:27 | 10:27 | 03:19 | 02:27 |
 | Crown | 3 | 21.43% | 9.8 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 07:09 | 05:38 | 05:38 | 07:16 | 08:32 | 08:32 | 02:54 | 02:08 |
 | Boots of Travel | 1 | 7.14% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.14% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 7.14% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:50 | 06:50 | 06:50 | 06:50 | 06:50 | 06:50 | 00:00 | 00:00 |