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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 | |
 | Spirit Vessel | 18 | 29.51% | 100.0 | 77.78% | +38.25% | -17.78% | -2.78% | 4.02% | 17:37 | 12:37 | 14:20 | 17:21 | 18:04 | 27:47 | 03:44 | 02:45 |
 | Urn of Shadows | 28 | 45.90% | 98.3 | 60.71% | +18.29% | -17.85% | -3.57% | 4.35% | 08:03 | 03:31 | 06:17 | 08:15 | 09:34 | 13:12 | 03:17 | 02:25 |
 | Void Stone | 29 | 47.54% | 96.6 | 58.62% | +14.87% | +12.81% | -15.76% | -2.70% | 17:21 | 07:01 | 12:04 | 14:20 | 22:39 | 34:44 | 10:35 | 07:50 |
 | Magic Stick | 55 | 90.16% | 94.8 | 52.73% | +19.40% | -2.73% | -9.87% | -1.62% | 04:04 | -01:29 | 01:11 | 03:36 | 05:36 | 17:20 | 04:25 | 03:16 |
 | Crown | 23 | 37.70% | 93.1 | 60.87% | +16.13% | -10.87% | -10.87% | 0.00% | 24:22 | 13:06 | 21:13 | 23:51 | 28:12 | 39:24 | 06:59 | 05:10 |
 | Magic Wand | 51 | 83.61% | 91.4 | 52.94% | +12.94% | -14.48% | -6.79% | 1.43% | 08:46 | 02:04 | 05:31 | 07:38 | 10:54 | 19:53 | 05:23 | 03:59 |
 | Wind Lace | 49 | 80.33% | 89.7 | 53.06% | +11.39% | +5.27% | +5.27% | 0.00% | 13:36 | 02:49 | 07:42 | 13:30 | 18:46 | 29:00 | 11:04 | 08:11 |
 | Boots of Speed | 61 | 100.00% | 87.9 | 50.82% | +50.82% | +29.18% | +2.51% | -7.88% | 04:15 | -01:29 | 02:58 | 03:57 | 06:21 | 12:06 | 03:23 | 02:30 |
 | Arcane Boots | 22 | 36.07% | 86.2 | 59.09% | +12.94% | -25.76% | +40.91% | 3.02% | 19:32 | 05:07 | 08:22 | 17:43 | 30:25 | 46:54 | 22:03 | 16:20 |
 | Chainmail | 36 | 59.02% | 84.5 | 52.78% | +4.78% | -19.45% | -8.34% | 1.02% | 18:23 | 02:40 | 12:34 | 19:23 | 23:30 | 31:27 | 10:56 | 08:05 |
 | Ring of Protection | 34 | 55.74% | 82.8 | 52.94% | +4.79% | -19.61% | -27.94% | -1.23% | 07:39 | -01:29 | 02:34 | 07:19 | 09:20 | 25:39 | 06:46 | 05:00 |
 | Eul's Scepter of Divinity | 23 | 37.70% | 81.0 | 56.52% | +9.15% | -6.52% | -6.52% | 0.00% | 19:17 | 14:29 | 17:00 | 18:51 | 20:35 | 26:43 | 03:35 | 02:39 |
 | Medallion of Courage | 22 | 36.07% | 79.3 | 54.55% | +5.83% | -21.22% | -14.55% | 0.61% | 19:32 | 03:47 | 13:45 | 20:32 | 24:46 | 29:42 | 11:01 | 08:09 |
 | Solar Crest | 20 | 32.79% | 77.6 | 55.00% | +6.22% | -15.00% | -35.00% | -2.75% | 24:58 | 15:59 | 22:00 | 24:05 | 29:17 | 35:36 | 07:17 | 05:23 |
 | Aeon Disk | 3 | 4.92% | 75.9 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 39:04 | 32:09 | 32:09 | 38:02 | 47:02 | 47:02 | 14:53 | 11:01 |
 | Blight Stone | 28 | 45.90% | 74.1 | 50.00% | -1.52% | -7.14% | -7.14% | 0.00% | 10:11 | -01:29 | -01:29 | 04:59 | 21:11 | 29:42 | 22:40 | 16:47 |
 | Fluffy Hat | 19 | 31.15% | 72.4 | 47.37% | -5.01% | +12.63% | -7.37% | -1.37% | 22:51 | 01:25 | 15:09 | 22:29 | 29:45 | 42:05 | 14:36 | 10:48 |
 | Headdress | 22 | 36.07% | 70.7 | 45.45% | -8.40% | -28.78% | +34.55% | 5.46% | 19:19 | 03:14 | 12:48 | 19:24 | 24:24 | 44:53 | 11:36 | 08:35 |
 | Force Staff | 14 | 22.95% | 69.0 | 50.00% | -1.06% | 0.00% | -16.67% | -3.05% | 29:00 | 17:26 | 25:48 | 29:33 | 31:16 | 42:05 | 05:28 | 04:02 |
 | Mekansm | 20 | 32.79% | 67.2 | 45.00% | -8.66% | -25.00% | +15.00% | 4.58% | 22:04 | 11:25 | 15:50 | 22:37 | 24:34 | 36:25 | 08:44 | 06:28 |
 | Ring of Health | 9 | 14.75% | 65.5 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 30:49 | 23:35 | 26:28 | 28:39 | 32:31 | 45:05 | 06:03 | 04:28 |
 | Tranquil Boots | 15 | 24.59% | 63.8 | 46.67% | -5.50% | +28.33% | +3.33% | -2.25% | 15:00 | 06:43 | 08:46 | 14:09 | 19:53 | 26:33 | 11:07 | 08:14 |
 | Black King Bar | 4 | 6.56% | 62.1 | 75.00% | +25.88% | +25.00% | +25.00% | 0.00% | 27:32 | 20:31 | 20:31 | 24:41 | 28:15 | 36:39 | 07:44 | 05:43 |
 | Lotus Orb | 7 | 11.48% | 60.3 | 57.14% | +7.14% | -7.14% | -57.14% | -7.28% | 33:44 | 28:11 | 28:57 | 32:46 | 35:49 | 41:17 | 06:52 | 05:05 |
 | Guardian Greaves | 8 | 13.11% | 58.6 | 50.00% | -0.94% | -50.00% | +50.00% | 15.71% | 27:58 | 19:41 | 22:35 | 28:33 | 28:57 | 37:08 | 06:22 | 04:42 |
 | Blink Dagger | 5 | 8.20% | 56.9 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 27:19 | 22:53 | 22:53 | 26:54 | 28:18 | 31:46 | 05:25 | 04:00 |
 | Buckler | 10 | 16.39% | 55.2 | 40.00% | -12.94% | -40.00% | +10.00% | 11.58% | 24:33 | 15:48 | 22:20 | 24:38 | 26:39 | 32:17 | 04:19 | 03:11 |
 | Bottle | 3 | 4.92% | 53.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 01:30 | 00:48 | 00:48 | 01:46 | 01:55 | 01:55 | 01:07 | 00:49 |
 | Wraith Band | 7 | 11.48% | 51.7 | 42.86% | -8.99% | -42.86% | -42.86% | 0.00% | 12:19 | 01:50 | 03:43 | 07:49 | 13:40 | 28:47 | 09:57 | 07:22 |
 | Power Treads | 4 | 6.56% | 50.0 | 50.00% | -0.88% | +50.00% | -50.00% | -40.27% | 07:38 | 05:47 | 05:47 | 06:32 | 08:16 | 09:58 | 02:29 | 01:50 |
 | Glimmer Cape | 1 | 1.64% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:35 | 18:35 | 18:35 | 18:35 | 18:35 | 18:35 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.64% | 46.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.64% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.64% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.64% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 1.64% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.64% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.64% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |
 | Satanic | 1 | 1.64% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.64% | 32.8 | 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 |
 | Butterfly | 1 | 1.64% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:47 | 1:04:47 | 1:04:47 | 1:04:47 | 1:04:47 | 1:04:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.64% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.64% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 57:18 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.64% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 3.28% | 24.1 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 36:57 | 28:47 | 28:47 | 45:06 | 45:06 | 45:06 | 16:19 | 12:05 |
 | Crystalys | 2 | 3.28% | 22.4 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 28:46 | 27:38 | 27:38 | 29:53 | 29:53 | 29:53 | 02:15 | 01:40 |
 | Hood of Defiance | 2 | 3.28% | 20.7 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 36:57 | 28:47 | 28:47 | 45:06 | 45:06 | 45:06 | 16:19 | 12:05 |
 | Aghanim's Shard | 2 | 3.28% | 19.0 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 33:56 | 33:10 | 33:10 | 34:41 | 34:41 | 34:41 | 01:31 | 01:07 |
 | Javelin | 3 | 4.92% | 17.2 | 33.33% | -18.39% | +66.67% | 0.00% | 0.00% | 18:19 | 08:59 | 08:59 | 11:53 | 34:05 | 34:05 | 25:06 | 18:35 |
 | Maelstrom | 3 | 4.92% | 15.5 | 33.33% | -18.39% | +66.67% | 0.00% | 0.00% | 21:56 | 13:04 | 13:04 | 15:54 | 36:50 | 36:50 | 23:46 | 17:36 |
 | Aghanim's Scepter | 3 | 4.92% | 13.8 | 33.33% | -18.39% | -33.33% | 0.00% | 0.00% | 32:37 | 23:52 | 23:52 | 28:39 | 45:21 | 45:21 | 21:29 | 15:54 |
 | Yasha | 3 | 4.92% | 12.1 | 33.33% | -18.39% | +66.67% | 0.00% | 0.00% | 20:17 | 13:07 | 13:07 | 18:15 | 29:30 | 29:30 | 16:23 | 12:08 |
 | Scythe of Vyse | 1 | 1.64% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.28% | 8.6 | 0.00% | -52.54% | 0.00% | 0.00% | 0.00% | 25:41 | 21:50 | 21:50 | 29:31 | 29:31 | 29:31 | 07:41 | 05:41 |
 | Dragon Lance | 1 | 1.64% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.64% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.64% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.64% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 00:00 | 00:00 |