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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 | |
 | Guardian Greaves | 20 | 47.62% | 100.0 | 75.00% | +38.64% | -15.00% | +5.00% | 2.10% | 24:15 | 14:10 | 17:25 | 23:31 | 26:56 | 36:56 | 09:31 | 07:02 |
 | Buckler | 20 | 47.62% | 97.7 | 75.00% | +38.64% | -15.00% | +5.00% | 2.45% | 22:32 | 10:52 | 16:13 | 22:21 | 24:22 | 36:40 | 08:09 | 06:02 |
 | Mekansm | 22 | 52.38% | 95.5 | 72.73% | +37.73% | +10.60% | +7.27% | -0.35% | 15:41 | 08:46 | 10:57 | 13:09 | 20:33 | 30:57 | 09:36 | 07:06 |
 | Chainmail | 24 | 57.14% | 93.2 | 70.83% | +37.50% | +12.50% | -4.16% | -1.51% | 15:23 | 08:05 | 09:27 | 11:49 | 20:30 | 32:45 | 11:03 | 08:11 |
 | Ring of Protection | 25 | 59.52% | 90.9 | 68.00% | +32.71% | +15.33% | -1.33% | -0.89% | 15:26 | 02:11 | 04:07 | 16:13 | 22:50 | 36:40 | 18:43 | 13:51 |
 | Blink Dagger | 27 | 64.29% | 88.6 | 62.96% | +22.96% | +8.47% | +8.47% | 0.00% | 27:00 | 16:33 | 21:31 | 25:17 | 31:51 | 39:40 | 10:20 | 07:39 |
 | Aghanim's Scepter | 29 | 69.05% | 86.4 | 62.07% | +23.61% | +37.93% | -4.93% | -6.33% | 22:05 | 14:18 | 16:46 | 20:17 | 23:32 | 47:43 | 06:46 | 05:00 |
 | Headdress | 32 | 76.19% | 84.1 | 59.38% | +19.38% | +15.62% | +3.12% | -1.83% | 13:04 | 06:13 | 08:45 | 11:49 | 15:34 | 21:41 | 06:49 | 05:02 |
 | Arcane Boots | 41 | 97.62% | 81.8 | 56.10% | +56.10% | +3.90% | -36.10% | -12.97% | 08:49 | 05:30 | 06:57 | 07:48 | 10:02 | 24:37 | 03:05 | 02:17 |
 | Boots of Speed | 41 | 97.62% | 79.5 | 56.10% | +56.10% | -6.10% | -26.10% | -8.51% | 05:30 | 00:06 | 04:03 | 05:18 | 06:24 | 12:17 | 02:21 | 01:44 |
 | Aeon Disk | 6 | 14.29% | 77.3 | 83.33% | +33.33% | -33.33% | +16.67% | 0.00% | 45:24 | 35:01 | 36:25 | 36:42 | 52:00 | 1:08:07 | 15:35 | 11:32 |
 | Quelling Blade | 33 | 78.57% | 75.0 | 54.55% | -1.01% | -4.55% | -4.55% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Magic Stick | 25 | 59.52% | 72.7 | 56.00% | +3.06% | +10.67% | -6.00% | -2.50% | 06:30 | -01:29 | 01:53 | 05:58 | 08:33 | 29:18 | 06:40 | 04:56 |
 | Magic Wand | 19 | 45.24% | 70.5 | 57.89% | +5.72% | -17.89% | +22.11% | 6.23% | 11:25 | 04:15 | 05:54 | 09:39 | 12:19 | 29:18 | 06:25 | 04:45 |
 | Null Talisman | 26 | 61.90% | 68.2 | 53.85% | -2.40% | +3.29% | +29.48% | 13.91% | 03:23 | 01:28 | 02:06 | 02:46 | 03:59 | 13:36 | 01:53 | 01:23 |
 | Lotus Orb | 7 | 16.67% | 65.9 | 71.43% | +20.00% | +28.57% | -21.43% | -7.44% | 32:18 | 26:00 | 27:30 | 33:17 | 34:13 | 38:44 | 06:43 | 04:58 |
 | Black King Bar | 5 | 11.90% | 63.6 | 80.00% | +28.65% | +20.00% | +20.00% | 0.00% | 34:48 | 26:34 | 26:34 | 32:05 | 40:55 | 42:56 | 14:21 | 10:37 |
 | Shiva's Guard | 5 | 11.90% | 61.4 | 80.00% | +28.65% | +20.00% | +20.00% | 0.00% | 39:35 | 32:24 | 32:24 | 39:24 | 43:05 | 48:05 | 10:41 | 07:54 |
 | Bottle | 30 | 71.43% | 59.1 | 46.67% | -28.33% | +3.33% | -18.10% | -18.63% | 02:27 | 00:39 | 01:43 | 02:23 | 02:52 | 04:36 | 01:09 | 00:51 |
 | Void Stone | 12 | 28.57% | 56.8 | 58.33% | +5.00% | +41.67% | -25.00% | -7.53% | 34:41 | 25:32 | 29:53 | 33:14 | 38:44 | 44:43 | 08:51 | 06:33 |
 | Ring of Health | 25 | 59.52% | 54.5 | 48.00% | -16.71% | +2.00% | -14.67% | -1.14% | 18:49 | 05:05 | 10:58 | 18:47 | 25:34 | 33:14 | 14:36 | 10:48 |
 | Soul Ring | 10 | 23.81% | 52.3 | 60.00% | +6.87% | +40.00% | -10.00% | -12.20% | 05:05 | 02:50 | 03:08 | 04:14 | 07:14 | 09:00 | 04:06 | 03:02 |
 | Hood of Defiance | 20 | 47.62% | 50.0 | 45.00% | -18.64% | +15.00% | +15.00% | 0.00% | 16:37 | 09:14 | 10:58 | 12:48 | 22:15 | 27:06 | 11:17 | 08:21 |
 | Pipe of Insight | 17 | 40.48% | 47.7 | 47.06% | -12.94% | +2.94% | -22.06% | -3.31% | 20:23 | 13:55 | 16:20 | 18:05 | 23:53 | 28:59 | 07:33 | 05:35 |
 | Aghanim's Shard | 9 | 21.43% | 45.5 | 55.56% | +1.01% | +44.44% | -5.56% | -6.22% | 27:47 | 20:01 | 22:51 | 28:53 | 30:53 | 32:47 | 08:02 | 05:57 |
 | Wind Lace | 4 | 9.52% | 43.2 | 75.00% | +22.37% | +25.00% | +25.00% | 0.00% | 26:13 | 17:33 | 17:33 | 22:37 | 31:57 | 32:46 | 14:24 | 10:40 |
 | Bloodstone | 2 | 4.76% | 40.9 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 32:09 | 26:52 | 26:52 | 37:25 | 37:25 | 37:25 | 10:33 | 07:48 |
 | Fluffy Hat | 2 | 4.76% | 38.6 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 24:59 | 14:32 | 14:32 | 35:26 | 35:26 | 35:26 | 20:54 | 15:28 |
 | Aghanim's Blessing | 2 | 4.76% | 36.4 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 54:45 | 52:45 | 52:45 | 56:44 | 56:44 | 56:44 | 03:59 | 02:57 |
 | Scythe of Vyse | 2 | 4.76% | 34.1 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 49:04 | 41:43 | 41:43 | 56:24 | 56:24 | 56:24 | 14:41 | 10:52 |
 | Kaya | 2 | 4.76% | 31.8 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 25:33 | 23:53 | 23:53 | 27:13 | 27:13 | 27:13 | 03:20 | 02:28 |
 | Refresher Orb | 3 | 7.14% | 29.5 | 66.67% | +12.82% | -66.67% | 0.00% | 0.00% | 49:19 | 44:17 | 44:17 | 50:33 | 53:06 | 53:06 | 08:49 | 06:31 |
 | Ring of Basilius | 4 | 9.52% | 27.3 | 50.00% | -5.26% | +50.00% | -50.00% | 0.00% | 09:56 | 01:23 | 01:23 | 01:26 | 03:32 | 33:21 | 02:09 | 01:35 |
 | Crown | 4 | 9.52% | 25.0 | 50.00% | -5.26% | -50.00% | +50.00% | 0.00% | 26:21 | 07:47 | 07:47 | 22:37 | 32:46 | 42:14 | 24:59 | 18:30 |
 | Dagon | 1 | 2.38% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.38% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.38% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 2.38% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Blight Stone | 2 | 4.76% | 13.6 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 27:40 | 22:35 | 22:35 | 32:45 | 32:45 | 32:45 | 10:10 | 07:31 |
 | Solar Crest | 2 | 4.76% | 11.4 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 28:46 | 24:46 | 24:46 | 32:46 | 32:46 | 32:46 | 08:00 | 05:55 |
 | Medallion of Courage | 2 | 4.76% | 9.1 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 27:40 | 22:35 | 22:35 | 32:45 | 32:45 | 32:45 | 10:10 | 07:31 |
 | Helm of Iron Will | 1 | 2.38% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.38% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 4.76% | 2.3 | 0.00% | -57.50% | 0.00% | 0.00% | 0.00% | 39:04 | 33:15 | 33:15 | 44:52 | 44:52 | 44:52 | 11:37 | 08:36 |