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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 | |
 | Magic Stick | 40 | 95.24% | 100.0 | 57.50% | +57.50% | +2.50% | -7.50% | -2.44% | 04:25 | -01:30 | 02:09 | 02:44 | 06:15 | 16:18 | 04:06 | 03:02 |
 | Black King Bar | 32 | 76.19% | 97.3 | 59.38% | +19.38% | +28.12% | -9.38% | -7.89% | 23:16 | 17:19 | 19:53 | 22:14 | 24:38 | 33:50 | 04:45 | 03:31 |
 | Power Treads | 41 | 97.62% | 94.6 | 56.10% | +56.10% | +33.90% | -6.10% | -18.18% | 07:24 | 05:06 | 06:12 | 07:12 | 08:24 | 10:47 | 02:12 | 01:37 |
 | Magic Wand | 39 | 92.86% | 91.9 | 56.41% | +23.08% | +3.59% | -6.41% | -3.19% | 07:16 | 02:52 | 04:46 | 06:31 | 07:54 | 18:16 | 03:08 | 02:19 |
 | Boots of Speed | 42 | 100.00% | 89.2 | 54.76% | +54.76% | -0.21% | -4.76% | -2.10% | 03:42 | -01:29 | 02:55 | 04:04 | 05:05 | 08:15 | 02:10 | 01:36 |
 | Bottle | 42 | 100.00% | 86.5 | 54.76% | +54.76% | -0.21% | -4.76% | -4.55% | 01:31 | 00:35 | 01:09 | 01:19 | 01:34 | 06:31 | 00:25 | 00:18 |
 | Chainmail | 25 | 59.52% | 83.8 | 60.00% | +12.94% | +40.00% | +6.67% | -3.47% | 18:48 | 10:52 | 12:52 | 14:29 | 22:28 | 45:23 | 09:36 | 07:06 |
 | Witch Blade | 25 | 59.52% | 81.1 | 60.00% | +12.94% | +23.33% | +6.67% | -1.72% | 19:44 | 12:06 | 13:23 | 16:23 | 23:05 | 45:24 | 09:42 | 07:11 |
 | Void Stone | 23 | 54.76% | 78.4 | 60.87% | +13.50% | +5.80% | -27.54% | -2.51% | 29:09 | 08:32 | 21:49 | 30:41 | 35:07 | 48:31 | 13:18 | 09:51 |
 | Kaya | 40 | 95.24% | 75.7 | 55.00% | +5.00% | +5.00% | +5.00% | 0.00% | 18:24 | 11:33 | 13:42 | 15:59 | 22:15 | 35:06 | 08:33 | 06:20 |
 | Kaya and Sange | 30 | 71.43% | 73.0 | 56.67% | +6.67% | +18.33% | -28.10% | -6.00% | 26:48 | 16:02 | 21:59 | 26:10 | 29:43 | 51:25 | 07:44 | 05:43 |
 | Sange | 30 | 71.43% | 70.3 | 56.67% | +6.67% | +18.33% | -13.81% | -3.98% | 26:28 | 16:02 | 21:29 | 25:24 | 29:34 | 51:22 | 08:05 | 05:59 |
 | Linken's Sphere | 8 | 19.05% | 67.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 37:36 | 22:50 | 28:05 | 36:35 | 39:53 | 1:02:00 | 11:48 | 08:44 |
 | Scythe of Vyse | 12 | 28.57% | 64.9 | 66.67% | +16.67% | +33.33% | 0.00% | -12.27% | 35:31 | 28:35 | 33:10 | 34:41 | 35:53 | 48:31 | 02:43 | 02:00 |
 | Aghanim's Scepter | 15 | 35.71% | 62.2 | 53.33% | -2.23% | -3.33% | +21.67% | 2.10% | 36:28 | 22:31 | 29:34 | 33:56 | 41:27 | 53:15 | 11:53 | 08:48 |
 | Orchid Malevolence | 8 | 19.05% | 59.5 | 62.50% | +9.56% | +37.50% | +37.50% | 0.00% | 21:47 | 13:35 | 15:25 | 16:19 | 27:51 | 36:54 | 12:26 | 09:12 |
 | Aghanim's Shard | 6 | 14.29% | 56.8 | 66.67% | +13.89% | -16.67% | +33.33% | 0.00% | 37:55 | 27:59 | 34:02 | 37:50 | 42:41 | 46:47 | 08:39 | 06:24 |
 | Ring of Health | 9 | 21.43% | 54.1 | 55.56% | +1.01% | +44.44% | +44.44% | 0.00% | 37:52 | 22:31 | 29:55 | 39:22 | 40:55 | 58:30 | 11:00 | 08:08 |
 | Falcon Blade | 19 | 45.24% | 51.4 | 42.11% | -23.11% | -22.11% | -2.11% | 4.12% | 08:30 | 04:04 | 05:25 | 09:34 | 10:16 | 11:11 | 04:51 | 03:35 |
 | Fluffy Hat | 19 | 45.24% | 48.6 | 42.11% | -23.11% | -22.11% | -22.11% | 0.00% | 07:31 | 03:14 | 04:43 | 08:11 | 09:36 | 10:30 | 04:53 | 03:37 |
 | Aghanim's Blessing | 2 | 4.76% | 45.9 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 58:07 | 53:15 | 53:15 | 1:02:58 | 1:02:58 | 1:02:58 | 09:43 | 07:11 |
 | Mage Slayer | 2 | 4.76% | 43.2 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 34:56 | 33:48 | 33:48 | 36:04 | 36:04 | 36:04 | 02:16 | 01:40 |
 | Bloodthorn | 2 | 4.76% | 40.5 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 35:19 | 34:07 | 34:07 | 36:31 | 36:31 | 36:31 | 02:24 | 01:46 |
 | Wind Lace | 1 | 2.38% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:28 | 05:28 | 05:28 | 05:28 | 05:28 | 05:28 | 00:00 | 00:00 |
 | Crown | 1 | 2.38% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.38% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 4.76% | 29.7 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 48:58 | 39:22 | 39:22 | 58:33 | 58:33 | 58:33 | 19:11 | 14:12 |
 | Null Talisman | 2 | 4.76% | 27.0 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 05:06 | 02:37 | 02:37 | 07:35 | 07:35 | 07:35 | 04:58 | 03:40 |
 | Revenant's Brooch | 3 | 7.14% | 24.3 | 33.33% | -23.08% | -33.33% | 0.00% | 0.00% | 52:39 | 43:47 | 43:47 | 53:14 | 60:55 | 60:55 | 17:08 | 12:41 |
 | Arcane Boots | 1 | 2.38% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.38% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.38% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.38% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:16 | 50:16 | 50:16 | 50:16 | 50:16 | 50:16 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.38% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.38% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 52:38 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.38% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.38% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 |