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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 | |
 | Pipe of Insight | 11 | 39.29% | 100.0 | 81.82% | +52.41% | -15.15% | +18.18% | 6.90% | 18:36 | 13:36 | 14:18 | 17:14 | 19:08 | 27:56 | 04:50 | 03:34 |
 | Hood of Defiance | 16 | 57.14% | 97.2 | 75.00% | +58.33% | +25.00% | +25.00% | 0.00% | 15:33 | 06:38 | 11:12 | 12:32 | 20:01 | 27:31 | 08:49 | 06:31 |
 | Scythe of Vyse | 10 | 35.71% | 94.4 | 70.00% | +31.11% | +30.00% | +30.00% | 0.00% | 38:49 | 28:03 | 31:02 | 38:00 | 46:34 | 50:38 | 15:32 | 11:30 |
 | Headdress | 16 | 57.14% | 91.7 | 62.50% | +29.17% | +12.50% | -12.50% | -3.28% | 18:39 | 12:32 | 14:06 | 17:43 | 21:44 | 27:31 | 07:38 | 05:39 |
 | Ring of Health | 23 | 82.14% | 88.9 | 56.52% | +36.52% | +10.15% | -23.19% | -4.05% | 17:04 | 06:38 | 11:51 | 14:59 | 20:05 | 37:04 | 08:14 | 06:05 |
 | Soul Ring | 21 | 75.00% | 86.1 | 57.14% | +28.57% | -17.14% | +22.86% | 12.37% | 05:14 | 02:13 | 03:19 | 05:17 | 06:33 | 08:18 | 03:14 | 02:23 |
 | Void Stone | 27 | 96.43% | 83.3 | 51.85% | +51.85% | +33.86% | -8.99% | -5.00% | 17:45 | 10:03 | 12:39 | 15:49 | 21:13 | 37:04 | 08:34 | 06:20 |
 | Quelling Blade | 28 | 100.00% | 80.6 | 50.00% | +50.00% | -35.71% | +21.43% | 57.14% | 00:34 | -01:29 | -01:29 | 00:57 | 01:20 | 03:07 | 02:49 | 02:05 |
 | Boots of Speed | 28 | 100.00% | 77.8 | 50.00% | +50.00% | +21.43% | -21.43% | -14.86% | 05:09 | 02:11 | 03:13 | 04:28 | 06:06 | 12:07 | 02:53 | 02:08 |
 | Stout Shield | 28 | 100.00% | 75.0 | 50.00% | +50.00% | -7.14% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Arcane Boots | 28 | 100.00% | 72.2 | 50.00% | +50.00% | +21.43% | -21.43% | -13.19% | 08:11 | 04:45 | 06:01 | 07:17 | 09:16 | 19:17 | 03:15 | 02:24 |
 | Lotus Orb | 16 | 57.14% | 69.4 | 56.25% | +14.58% | +18.75% | -6.25% | -3.97% | 26:05 | 18:58 | 22:10 | 25:53 | 28:28 | 37:18 | 06:18 | 04:40 |
 | Magic Stick | 25 | 89.29% | 66.7 | 48.00% | -18.67% | +2.00% | -31.33% | -6.17% | 06:16 | 01:18 | 02:35 | 05:52 | 07:59 | 24:17 | 05:24 | 04:00 |
 | Magic Wand | 23 | 82.14% | 63.9 | 47.83% | -12.17% | +2.17% | -14.50% | -6.41% | 10:13 | 04:07 | 08:22 | 09:35 | 10:58 | 24:17 | 02:36 | 01:55 |
 | Bloodstone | 11 | 39.29% | 61.1 | 54.55% | +7.49% | +12.12% | -21.22% | -6.37% | 18:58 | 14:16 | 15:14 | 16:59 | 20:28 | 30:42 | 05:14 | 03:52 |
 | Bracer | 17 | 60.71% | 58.3 | 47.06% | -7.49% | -47.06% | +52.94% | 17.39% | 07:19 | 01:56 | 02:58 | 07:35 | 08:43 | 17:20 | 05:45 | 04:15 |
 | Boots of Travel 2 | 2 | 7.14% | 55.6 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 48:38 | 48:29 | 48:29 | 48:47 | 48:47 | 48:47 | 00:18 | 00:13 |
 | Octarine Core | 2 | 7.14% | 52.8 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 52:02 | 40:53 | 40:53 | 1:03:10 | 1:03:10 | 1:03:10 | 22:17 | 16:30 |
 | Shiva's Guard | 8 | 28.57% | 50.0 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 23:28 | 27:06 | 37:54 | 41:34 | 52:42 | 14:28 | 10:42 |
 | Guardian Greaves | 6 | 21.43% | 47.2 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | 23:34 | 20:21 | 22:23 | 23:24 | 24:14 | 27:06 | 01:51 | 01:22 |
 | Eul's Scepter of Divinity | 11 | 39.29% | 44.4 | 36.36% | -22.46% | +30.31% | -36.36% | -30.54% | 18:44 | 13:23 | 15:57 | 16:31 | 18:08 | 31:51 | 02:11 | 01:37 |
 | Wind Lace | 11 | 39.29% | 41.7 | 36.36% | -22.46% | +30.31% | -36.36% | -16.81% | 17:09 | 12:38 | 13:50 | 15:24 | 17:48 | 30:24 | 03:58 | 02:56 |
 | Buckler | 7 | 25.00% | 38.9 | 42.86% | -9.52% | -42.86% | +7.14% | 0.00% | 17:17 | 09:32 | 12:41 | 16:58 | 20:10 | 23:40 | 07:29 | 05:32 |
 | Mekansm | 7 | 25.00% | 36.1 | 42.86% | -9.52% | +7.14% | -42.86% | 0.00% | 20:22 | 14:51 | 17:03 | 21:27 | 21:46 | 23:40 | 04:43 | 03:29 |
 | Chainmail | 8 | 28.57% | 33.3 | 37.50% | -17.50% | -37.50% | +12.50% | 0.00% | 17:13 | 09:32 | 12:41 | 16:58 | 19:33 | 23:40 | 06:52 | 05:05 |
 | Orb of Venom | 4 | 14.29% | 30.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 03:19 | 02:20 | 02:20 | 02:33 | 02:56 | 05:27 | 00:36 | 00:26 |
 | Blink Dagger | 1 | 3.57% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 3.57% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.57% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 00:00 | 00:00 |
 | Heaven's Halberd | 3 | 10.71% | 19.4 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 36:22 | 32:47 | 32:47 | 33:23 | 42:57 | 42:57 | 10:10 | 07:31 |
 | Sange | 3 | 10.71% | 16.7 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 35:30 | 31:32 | 31:32 | 33:10 | 41:49 | 41:49 | 10:17 | 07:37 |
 | Ring of Tarrasque | 3 | 10.71% | 13.9 | 0.00% | -56.00% | 0.00% | 0.00% | 0.00% | 20:08 | 08:14 | 08:14 | 25:19 | 26:51 | 26:51 | 18:37 | 13:47 |
 | Aghanim's Scepter | 2 | 7.14% | 11.1 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 35:22 | 29:23 | 29:23 | 41:21 | 41:21 | 41:21 | 11:58 | 08:51 |
 | Holy Locket | 2 | 7.14% | 8.3 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 19:12 | 10:01 | 10:01 | 28:22 | 28:22 | 28:22 | 18:21 | 13:35 |
 | Aghanim's Blessing | 1 | 3.57% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Blade Mail | 1 | 3.57% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |