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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 | 10 | 17.86% | 100.0 | 80.00% | +40.87% | -13.33% | +20.00% | 5.85% | 30:02 | 19:46 | 27:04 | 29:02 | 32:46 | 46:38 | 05:42 | 04:13 |
 | Ring of Health | 25 | 44.64% | 98.1 | 60.00% | +24.52% | -26.67% | +6.67% | 1.34% | 20:15 | 03:09 | 05:07 | 19:56 | 30:00 | 46:08 | 24:53 | 18:25 |
 | Blight Stone | 30 | 53.57% | 96.2 | 56.67% | +22.05% | +5.83% | +0.47% | -0.76% | 06:26 | 01:33 | 03:17 | 04:30 | 10:21 | 15:52 | 07:04 | 05:14 |
 | Void Stone | 37 | 66.07% | 94.3 | 54.05% | +22.47% | +23.73% | +1.51% | -2.31% | 22:18 | 07:22 | 16:56 | 21:11 | 26:34 | 46:08 | 09:38 | 07:08 |
 | Aghanim's Scepter | 6 | 10.71% | 92.5 | 83.33% | +41.33% | +16.67% | +16.67% | 0.00% | 33:37 | 24:51 | 25:10 | 34:26 | 36:09 | 46:00 | 10:59 | 08:08 |
 | Orb of Venom | 33 | 58.93% | 90.6 | 54.55% | +19.77% | -4.55% | +7.95% | 2.90% | 03:41 | -01:29 | -01:11 | 02:10 | 05:30 | 13:41 | 06:41 | 04:57 |
 | Fluffy Hat | 31 | 55.36% | 88.7 | 54.84% | +18.84% | -4.84% | -4.84% | 0.00% | 05:17 | -01:26 | 02:52 | 04:06 | 07:22 | 12:58 | 04:30 | 03:20 |
 | Orb of Corrosion | 29 | 51.79% | 86.8 | 55.17% | +18.13% | +16.26% | -12.31% | -4.91% | 07:36 | 02:39 | 04:38 | 05:30 | 10:27 | 16:24 | 05:49 | 04:18 |
 | Magic Wand | 50 | 89.29% | 84.9 | 50.00% | +33.33% | -11.54% | -8.33% | 0.62% | 08:26 | 01:53 | 05:18 | 08:18 | 10:29 | 22:52 | 05:11 | 03:50 |
 | Wind Lace | 27 | 48.21% | 83.0 | 55.56% | +17.63% | +30.15% | +15.87% | -1.67% | 20:05 | 06:44 | 14:34 | 20:35 | 23:06 | 32:48 | 08:32 | 06:19 |
 | Magic Stick | 55 | 98.21% | 81.1 | 47.27% | +47.27% | -18.70% | -4.41% | 3.50% | 02:49 | -01:29 | -01:28 | 02:18 | 05:33 | 11:31 | 07:01 | 05:11 |
 | Quelling Blade | 40 | 71.43% | 79.2 | 50.00% | +12.50% | 0.00% | +10.00% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 01:13 | 00:00 | 00:00 |
 | Blink Dagger | 56 | 100.00% | 77.4 | 46.43% | +46.43% | +10.71% | +3.57% | -1.09% | 18:48 | 11:28 | 14:25 | 18:21 | 20:59 | 32:06 | 06:34 | 04:51 |
 | Eul's Scepter of Divinity | 24 | 42.86% | 75.5 | 54.17% | +13.54% | +29.16% | -4.17% | -3.92% | 23:25 | 13:52 | 18:41 | 22:18 | 27:11 | 35:22 | 08:30 | 06:17 |
 | Aghanim's Shard | 45 | 80.36% | 73.6 | 46.67% | +1.22% | -10.31% | -10.31% | 0.00% | 24:43 | 20:02 | 21:43 | 23:38 | 26:15 | 43:11 | 04:32 | 03:21 |
 | Boots of Speed | 54 | 96.43% | 71.7 | 44.44% | -55.56% | -8.73% | -13.67% | -1.85% | 05:39 | -01:29 | 04:16 | 05:16 | 06:56 | 12:00 | 02:40 | 01:58 |
 | Skull Basher | 12 | 21.43% | 69.8 | 58.33% | +15.15% | +8.34% | -25.00% | -7.64% | 30:53 | 19:08 | 28:08 | 30:35 | 32:30 | 38:21 | 04:22 | 03:14 |
 | Aeon Disk | 8 | 14.29% | 67.9 | 62.50% | +18.75% | +37.50% | -12.50% | -3.69% | 33:33 | 19:09 | 24:12 | 34:58 | 37:46 | 45:47 | 13:34 | 10:02 |
 | Arcane Boots | 34 | 60.71% | 66.0 | 41.18% | -13.37% | -7.85% | -16.18% | -2.18% | 10:20 | 04:33 | 07:07 | 08:23 | 10:56 | 31:30 | 03:49 | 02:49 |
 | Linken's Sphere | 6 | 10.71% | 64.2 | 66.67% | +22.67% | -16.67% | -66.67% | -3.71% | 30:21 | 18:36 | 22:58 | 26:15 | 36:26 | 43:41 | 13:28 | 09:58 |
 | Ring of Protection | 17 | 30.36% | 62.3 | 47.06% | +0.91% | +2.94% | +2.94% | 0.00% | 01:20 | -01:29 | -01:29 | -01:29 | 02:02 | 13:54 | 03:31 | 02:36 |
 | Urn of Shadows | 15 | 26.79% | 60.4 | 46.67% | +0.33% | +3.33% | +3.33% | 0.00% | 07:13 | 02:31 | 03:05 | 06:51 | 09:49 | 14:12 | 06:44 | 04:59 |
 | Maelstrom | 4 | 7.14% | 58.5 | 75.00% | +30.77% | +25.00% | +25.00% | 0.00% | 13:06 | 09:52 | 09:52 | 12:40 | 14:43 | 15:09 | 04:51 | 03:35 |
 | Javelin | 4 | 7.14% | 56.6 | 75.00% | +30.77% | +25.00% | +25.00% | 0.00% | 06:50 | 05:15 | 05:15 | 05:34 | 07:18 | 09:12 | 02:03 | 01:31 |
 | Bottle | 10 | 17.86% | 54.7 | 50.00% | +4.35% | -16.67% | -50.00% | -26.31% | 02:03 | 01:15 | 01:30 | 01:35 | 02:46 | 03:42 | 01:16 | 00:56 |
 | Vanguard | 5 | 8.93% | 52.8 | 60.00% | +14.90% | -60.00% | +40.00% | 7.88% | 18:59 | 08:46 | 08:46 | 15:28 | 21:27 | 34:20 | 12:41 | 09:23 |
 | Spirit Vessel | 9 | 16.07% | 50.9 | 44.44% | -2.37% | +55.56% | +55.56% | 0.00% | 15:42 | 10:01 | 12:10 | 15:38 | 17:21 | 23:56 | 05:11 | 03:50 |
 | Heaven's Halberd | 4 | 7.14% | 49.1 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 31:55 | 22:26 | 22:26 | 31:59 | 36:21 | 36:53 | 13:55 | 10:18 |
 | Power Treads | 4 | 7.14% | 47.2 | 50.00% | +3.85% | -50.00% | +50.00% | 0.00% | 09:03 | 08:03 | 08:03 | 08:37 | 08:59 | 10:34 | 00:56 | 00:41 |
 | Wraith Band | 4 | 7.14% | 45.3 | 50.00% | +3.85% | -50.00% | +50.00% | 0.00% | 01:09 | -01:29 | -01:29 | 01:19 | 02:17 | 02:30 | 03:46 | 02:47 |
 | Sange | 4 | 7.14% | 43.4 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 28:15 | 19:20 | 19:20 | 24:06 | 32:47 | 36:45 | 13:27 | 09:57 |
 | Octarine Core | 1 | 1.79% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.79% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.79% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.79% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.79% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.79% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.79% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.79% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.79% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.79% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 3.57% | 22.6 | 50.00% | +3.70% | +50.00% | 0.00% | 0.00% | 10:36 | 07:59 | 07:59 | 13:13 | 13:13 | 13:13 | 05:14 | 03:52 |
 | Refresher Orb | 3 | 5.36% | 20.8 | 33.33% | -13.84% | -33.33% | 0.00% | 0.00% | 39:32 | 36:43 | 36:43 | 37:32 | 44:22 | 44:22 | 07:39 | 05:40 |
 | Headdress | 3 | 5.36% | 18.9 | 33.33% | -13.84% | -33.33% | 0.00% | 0.00% | 01:04 | -01:29 | -01:29 | 01:47 | 02:54 | 02:54 | 04:23 | 03:14 |
 | Meteor Hammer | 1 | 1.79% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.79% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Buckler | 1 | 1.79% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.79% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.79% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.79% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |
 | Crown | 1 | 1.79% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.79% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 43:14 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.79% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 00:00 | 00:00 |