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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 | |
 | Lotus Orb | 7 | 3.59% | 100.0 | 100.00% | +55.85% | 0.00% | 0.00% | 0.00% | 39:06 | 26:04 | 36:07 | 39:16 | 41:12 | 46:52 | 05:05 | 03:45 |
 | Blink Dagger | 131 | 67.18% | 97.8 | 54.96% | +26.83% | +8.68% | -21.63% | -4.55% | 25:30 | 15:32 | 21:27 | 25:25 | 28:07 | 44:43 | 06:40 | 04:56 |
 | Ring of Health | 8 | 4.10% | 95.7 | 87.50% | +43.11% | -37.50% | +12.50% | 3.18% | 37:04 | 25:25 | 25:28 | 37:54 | 41:11 | 46:52 | 15:43 | 11:38 |
 | Arcane Boots | 159 | 81.54% | 93.5 | 49.06% | +15.73% | +5.94% | -1.56% | -2.16% | 10:06 | 04:40 | 07:53 | 09:51 | 11:21 | 34:47 | 03:28 | 02:34 |
 | Force Staff | 38 | 19.49% | 91.3 | 57.89% | +14.58% | +22.11% | +8.78% | -1.97% | 27:39 | 17:04 | 23:59 | 27:26 | 30:44 | 40:11 | 06:45 | 05:00 |
 | Void Stone | 172 | 88.21% | 89.1 | 47.67% | +12.89% | +10.47% | +1.17% | -1.68% | 16:21 | 09:57 | 13:02 | 15:35 | 18:35 | 46:02 | 05:33 | 04:06 |
 | Eul's Scepter of Divinity | 28 | 14.36% | 87.0 | 60.71% | +17.00% | +25.00% | +10.72% | -1.13% | 28:45 | 16:47 | 20:27 | 27:02 | 33:06 | 49:21 | 12:39 | 09:22 |
 | Aghanim's Scepter | 22 | 11.28% | 84.8 | 63.64% | +19.71% | +19.69% | -43.64% | -8.31% | 35:12 | 23:30 | 29:26 | 34:58 | 37:03 | 54:55 | 07:37 | 05:38 |
 | Magic Stick | 184 | 94.36% | 82.6 | 46.74% | +10.38% | -3.26% | +7.61% | 1.87% | 04:18 | -01:30 | 01:12 | 02:57 | 07:01 | 23:16 | 05:49 | 04:18 |
 | Boots of Speed | 195 | 100.00% | 80.4 | 46.15% | +46.15% | +13.03% | +8.95% | -1.28% | 01:51 | -01:29 | -01:29 | 02:29 | 04:41 | 10:31 | 06:10 | 04:34 |
 | Aether Lens | 162 | 83.08% | 78.3 | 46.91% | +4.49% | +18.94% | -1.91% | -4.16% | 17:35 | 10:37 | 14:44 | 16:44 | 19:45 | 35:51 | 05:01 | 03:42 |
 | Wind Lace | 142 | 72.82% | 76.1 | 46.48% | +1.20% | -2.04% | -6.48% | -0.40% | 14:03 | -01:29 | 07:14 | 14:54 | 18:23 | 46:59 | 11:09 | 08:15 |
 | Aeon Disk | 17 | 8.72% | 73.9 | 64.71% | +20.33% | +10.29% | +10.29% | 0.00% | 39:28 | 23:52 | 33:43 | 39:20 | 47:26 | 55:03 | 13:43 | 10:09 |
 | Magic Wand | 124 | 63.59% | 71.7 | 45.16% | -2.73% | -9.68% | -6.45% | 0.49% | 10:36 | 00:42 | 06:29 | 09:30 | 13:08 | 32:24 | 06:39 | 04:55 |
 | Glimmer Cape | 24 | 12.31% | 69.6 | 54.17% | +9.14% | -20.84% | +12.50% | 5.92% | 30:00 | 16:49 | 25:36 | 28:24 | 31:14 | 55:47 | 05:38 | 04:10 |
 | Tranquil Boots | 108 | 55.38% | 67.4 | 40.74% | -12.13% | -3.70% | -3.70% | 0.00% | 17:03 | 04:10 | 11:10 | 16:59 | 21:00 | 53:59 | 09:50 | 07:17 |
 | Ring of Basilius | 5 | 2.56% | 65.2 | 80.00% | +34.74% | +20.00% | +20.00% | 0.00% | 03:03 | -01:29 | -01:29 | 01:57 | 03:22 | 12:53 | 04:51 | 03:35 |
 | Aghanim's Shard | 23 | 11.79% | 63.0 | 43.48% | -3.03% | -26.81% | +23.19% | 4.62% | 32:17 | 20:02 | 24:08 | 31:11 | 34:57 | 51:43 | 10:49 | 08:00 |
 | Null Talisman | 14 | 7.18% | 60.9 | 50.00% | +4.14% | -25.00% | +50.00% | 9.09% | 05:41 | -01:28 | 01:53 | 02:43 | 10:08 | 23:18 | 08:15 | 06:06 |
 | Ring of Protection | 9 | 4.62% | 58.7 | 55.56% | +9.86% | -5.56% | -55.56% | -7.94% | 04:38 | -01:29 | -01:29 | 04:36 | 07:47 | 15:49 | 09:16 | 06:51 |
 | Urn of Shadows | 7 | 3.59% | 56.5 | 57.14% | +11.40% | +42.86% | -57.14% | -29.27% | 07:45 | 02:47 | 05:08 | 06:49 | 08:33 | 15:49 | 03:25 | 02:31 |
 | Buckler | 2 | 1.03% | 54.3 | 100.00% | +54.40% | 0.00% | 0.00% | 0.00% | 32:27 | 21:36 | 21:36 | 43:18 | 43:18 | 43:18 | 21:42 | 16:04 |
 | Guardian Greaves | 2 | 1.03% | 52.2 | 100.00% | +54.40% | 0.00% | 0.00% | 0.00% | 33:32 | 21:36 | 21:36 | 45:28 | 45:28 | 45:28 | 23:52 | 17:40 |
 | Ghost Scepter | 17 | 8.72% | 50.0 | 35.29% | -11.90% | -10.29% | +14.71% | 1.89% | 30:12 | 18:52 | 22:44 | 28:39 | 35:58 | 45:52 | 13:14 | 09:48 |
 | Chainmail | 8 | 4.10% | 47.8 | 37.50% | -9.02% | -37.50% | +12.50% | 3.56% | 20:28 | 11:11 | 13:19 | 16:09 | 27:22 | 35:59 | 14:03 | 10:24 |
 | Spirit Vessel | 4 | 2.05% | 45.7 | 50.00% | +3.93% | +50.00% | -50.00% | 0.00% | 18:42 | 13:32 | 13:32 | 18:03 | 18:08 | 25:05 | 04:36 | 03:24 |
 | Headdress | 4 | 2.05% | 43.5 | 50.00% | +3.93% | +50.00% | +50.00% | 0.00% | 20:57 | 14:43 | 14:43 | 16:09 | 16:56 | 35:59 | 02:13 | 01:38 |
 | Black King Bar | 4 | 2.05% | 41.3 | 50.00% | +3.93% | -50.00% | +50.00% | 0.00% | 29:46 | 22:10 | 22:10 | 27:27 | 34:05 | 35:20 | 11:55 | 08:49 |
 | Mekansm | 4 | 2.05% | 39.1 | 50.00% | +3.93% | -50.00% | +50.00% | 0.00% | 21:34 | 16:09 | 16:09 | 16:56 | 17:10 | 35:59 | 01:01 | 00:45 |
 | Mask of Madness | 1 | 0.51% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |
 | Crown | 1 | 0.51% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:26 | 10:26 | 10:26 | 10:26 | 10:26 | 10:26 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.51% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 34:03 | 00:00 | 00:00 |
 | Octarine Core | 2 | 1.03% | 30.4 | 50.00% | +3.89% | +50.00% | 0.00% | 0.00% | 41:21 | 40:41 | 40:41 | 42:01 | 42:01 | 42:01 | 01:20 | 00:59 |
 | Bracer | 2 | 1.03% | 28.3 | 50.00% | +3.89% | -50.00% | 0.00% | 0.00% | 16:00 | 14:45 | 14:45 | 17:14 | 17:14 | 17:14 | 02:29 | 01:50 |
 | Fluffy Hat | 2 | 1.03% | 26.1 | 50.00% | +3.89% | +50.00% | 0.00% | 0.00% | 08:36 | 03:29 | 03:29 | 13:43 | 13:43 | 13:43 | 10:14 | 07:34 |
 | Solar Crest | 2 | 1.03% | 23.9 | 50.00% | +3.89% | -50.00% | 0.00% | 0.00% | 34:54 | 34:08 | 34:08 | 35:40 | 35:40 | 35:40 | 01:32 | 01:08 |
 | Quelling Blade | 9 | 4.62% | 21.7 | 22.22% | -25.09% | -22.22% | +27.78% | 16.13% | 14:56 | 10:09 | 11:25 | 14:12 | 14:31 | 24:11 | 03:06 | 02:17 |
 | Blight Stone | 3 | 1.54% | 19.6 | 33.33% | -13.02% | -33.33% | 0.00% | 0.00% | 22:27 | 11:59 | 11:59 | 27:22 | 28:01 | 28:01 | 16:02 | 11:52 |
 | Medallion of Courage | 3 | 1.54% | 17.4 | 33.33% | -13.02% | -33.33% | 0.00% | 0.00% | 22:30 | 12:06 | 12:06 | 27:22 | 28:01 | 28:01 | 15:55 | 11:47 |
 | Bottle | 4 | 2.05% | 15.2 | 25.00% | -21.60% | -25.00% | +75.00% | 0.00% | 02:54 | 02:02 | 02:02 | 02:18 | 02:44 | 04:32 | 00:42 | 00:31 |
 | Crystalys | 1 | 0.51% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.51% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:04 | 09:04 | 09:04 | 09:04 | 09:04 | 09:04 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.51% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:23 | 55:23 | 55:23 | 55:23 | 55:23 | 55:23 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.51% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:05 | 55:05 | 55:05 | 55:05 | 55:05 | 55:05 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.51% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.51% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |