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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 | |
 | Skull Basher | 9 | 24.32% | 100.0 | 88.89% | +38.89% | +11.11% | +11.11% | 0.00% | 33:55 | 21:07 | 30:37 | 32:32 | 37:06 | 50:49 | 06:29 | 04:48 |
 | Aghanim's Scepter | 10 | 27.03% | 98.3 | 80.00% | +28.15% | +20.00% | -30.00% | -5.03% | 29:29 | 19:03 | 25:25 | 25:39 | 35:22 | 44:36 | 09:57 | 07:22 |
 | Boots of Speed | 37 | 100.00% | 96.6 | 59.46% | +59.46% | +18.32% | -3.90% | -14.65% | 03:01 | 01:19 | 02:05 | 02:25 | 03:36 | 08:41 | 01:31 | 01:07 |
 | Magic Wand | 33 | 89.19% | 94.8 | 60.61% | +10.61% | +1.89% | +26.89% | 3.50% | 07:48 | 01:57 | 04:09 | 08:05 | 11:17 | 17:04 | 07:08 | 05:17 |
 | Magic Stick | 35 | 94.59% | 93.1 | 60.00% | +10.00% | +17.78% | -26.67% | -44.45% | 00:41 | -01:29 | -01:29 | -01:29 | 01:19 | 11:18 | 02:48 | 02:04 |
 | Quelling Blade | 35 | 94.59% | 91.4 | 57.14% | -42.86% | -12.70% | -23.81% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Void Stone | 17 | 45.95% | 89.7 | 64.71% | +9.71% | -14.71% | +10.29% | 1.95% | 24:49 | 09:46 | 16:34 | 23:33 | 29:23 | 49:59 | 12:49 | 09:29 |
 | Ring of Health | 18 | 48.65% | 87.9 | 61.11% | +3.22% | -21.11% | +13.89% | 3.55% | 26:52 | 14:05 | 21:31 | 24:54 | 31:22 | 49:35 | 09:51 | 07:17 |
 | Wind Lace | 10 | 27.03% | 86.2 | 70.00% | +14.44% | -3.33% | -70.00% | -6.43% | 10:14 | -01:25 | 06:48 | 08:19 | 17:10 | 27:08 | 10:22 | 07:40 |
 | Black King Bar | 26 | 70.27% | 84.5 | 53.85% | -18.88% | +31.86% | -3.85% | -10.35% | 20:50 | 16:12 | 18:05 | 19:16 | 21:32 | 38:31 | 03:27 | 02:33 |
 | Force Staff | 3 | 8.11% | 82.8 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 17:20 | 13:20 | 13:20 | 15:07 | 23:32 | 23:32 | 10:12 | 07:33 |
 | Ring of Basilius | 3 | 8.11% | 81.0 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 29:11 | 26:22 | 26:22 | 28:36 | 32:36 | 32:36 | 06:14 | 04:37 |
 | Buckler | 3 | 8.11% | 79.3 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 29:25 | 27:03 | 27:03 | 28:35 | 32:36 | 32:36 | 05:33 | 04:06 |
 | Vladmir's Offering | 3 | 8.11% | 77.6 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 30:29 | 27:23 | 27:23 | 31:20 | 32:44 | 32:44 | 05:21 | 03:57 |
 | Abyssal Blade | 3 | 8.11% | 75.9 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 40:24 | 30:42 | 30:42 | 37:06 | 53:24 | 53:24 | 22:42 | 16:48 |
 | Chainmail | 15 | 40.54% | 74.1 | 60.00% | +0.91% | -35.00% | +15.00% | 19.11% | 07:12 | 03:57 | 04:28 | 05:52 | 07:05 | 18:49 | 02:37 | 01:56 |
 | Maelstrom | 22 | 59.46% | 72.4 | 54.55% | -12.12% | +12.12% | -14.55% | -11.85% | 11:57 | 09:34 | 10:45 | 11:42 | 13:00 | 15:55 | 02:15 | 01:40 |
 | Javelin | 22 | 59.46% | 70.7 | 54.55% | -12.12% | +12.12% | +5.45% | -2.58% | 08:21 | 04:41 | 06:47 | 07:35 | 09:22 | 15:35 | 02:35 | 01:54 |
 | Power Treads | 20 | 54.05% | 69.0 | 55.00% | -9.71% | +25.00% | -15.00% | -37.50% | 05:30 | 03:42 | 05:02 | 05:29 | 06:06 | 07:02 | 01:04 | 00:47 |
 | Yasha | 11 | 29.73% | 67.2 | 63.64% | +5.95% | +3.03% | -30.31% | -14.93% | 20:40 | 14:33 | 19:18 | 20:23 | 21:32 | 29:34 | 02:14 | 01:39 |
 | Linken's Sphere | 9 | 24.32% | 65.5 | 66.67% | +9.53% | +33.33% | -16.67% | -5.18% | 31:20 | 21:00 | 24:09 | 26:23 | 33:48 | 50:16 | 09:39 | 07:08 |
 | Fluffy Hat | 5 | 13.51% | 63.8 | 80.00% | +23.75% | +20.00% | +20.00% | 0.00% | 07:24 | 04:31 | 04:31 | 07:54 | 08:15 | 08:58 | 03:44 | 02:45 |
 | Vanguard | 5 | 13.51% | 62.1 | 80.00% | +23.75% | +20.00% | +20.00% | 0.00% | 34:52 | 25:24 | 25:24 | 31:36 | 33:39 | 53:18 | 08:15 | 06:06 |
 | Mjollnir | 5 | 13.51% | 60.3 | 80.00% | +23.75% | -80.00% | +20.00% | 12.27% | 31:40 | 26:21 | 26:21 | 31:20 | 34:30 | 37:23 | 08:09 | 06:02 |
 | Morbid Mask | 5 | 13.51% | 58.6 | 80.00% | +23.75% | +20.00% | -80.00% | -16.04% | 32:44 | 26:22 | 26:22 | 32:09 | 32:36 | 43:56 | 06:14 | 04:37 |
 | Phase Boots | 14 | 37.84% | 56.9 | 57.14% | -3.73% | -7.14% | +9.53% | 8.41% | 08:04 | 05:22 | 06:24 | 07:10 | 08:23 | 19:27 | 01:59 | 01:28 |
 | Aghanim's Shard | 13 | 35.14% | 55.2 | 53.85% | -8.65% | -20.52% | +12.82% | 7.75% | 28:17 | 22:08 | 25:00 | 27:35 | 29:18 | 37:54 | 04:18 | 03:11 |
 | Manta Style | 6 | 16.22% | 53.4 | 66.67% | +8.61% | +33.33% | -66.67% | -12.45% | 24:54 | 16:23 | 21:14 | 21:43 | 29:16 | 35:51 | 08:02 | 05:57 |
 | Eye of Skadi | 4 | 10.81% | 51.7 | 75.00% | +17.42% | -75.00% | +25.00% | 0.00% | 30:42 | 29:01 | 29:01 | 29:49 | 30:44 | 33:14 | 01:43 | 01:16 |
 | Sange | 4 | 10.81% | 50.0 | 75.00% | +17.42% | +25.00% | -75.00% | 0.00% | 24:45 | 21:52 | 21:52 | 23:51 | 24:53 | 28:24 | 03:01 | 02:14 |
 | Orb of Venom | 4 | 10.81% | 48.3 | 75.00% | +17.42% | +25.00% | -75.00% | 0.00% | 03:08 | 01:15 | 01:15 | 02:22 | 03:02 | 05:52 | 01:47 | 01:19 |
 | Refresher Orb | 4 | 10.81% | 46.6 | 75.00% | +17.42% | -75.00% | +25.00% | 0.00% | 40:57 | 36:18 | 36:18 | 37:16 | 43:05 | 47:09 | 06:47 | 05:01 |
 | Lotus Orb | 4 | 10.81% | 44.8 | 75.00% | +17.42% | -75.00% | +25.00% | 0.00% | 29:12 | 23:54 | 23:54 | 25:43 | 29:25 | 37:45 | 05:31 | 04:05 |
 | Eul's Scepter of Divinity | 2 | 5.41% | 43.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 18:48 | 15:29 | 15:29 | 22:06 | 22:06 | 22:06 | 06:37 | 04:54 |
 | Drum of Endurance | 2 | 5.41% | 41.4 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 14:22 | 09:05 | 09:05 | 19:39 | 19:39 | 19:39 | 10:34 | 07:49 |
 | Ring of Protection | 7 | 18.92% | 39.7 | 57.14% | -2.86% | -7.14% | +42.86% | 50.00% | 03:37 | -01:29 | -01:29 | -01:29 | -01:26 | 28:35 | 00:03 | 00:02 |
 | Crown | 9 | 24.32% | 37.9 | 44.44% | -19.85% | +5.56% | -44.44% | -4.16% | 11:16 | 02:59 | 06:17 | 08:18 | 18:18 | 20:57 | 12:01 | 08:54 |
 | Sange and Yasha | 3 | 8.11% | 36.2 | 66.67% | +7.85% | +33.33% | 0.00% | 0.00% | 24:52 | 22:05 | 22:05 | 24:07 | 28:24 | 28:24 | 06:19 | 04:40 |
 | Blight Stone | 3 | 8.11% | 34.5 | 66.67% | +7.85% | +33.33% | 0.00% | 0.00% | 08:40 | 04:09 | 04:09 | 06:30 | 15:21 | 15:21 | 11:12 | 08:17 |
 | Rod of Atos | 8 | 21.62% | 32.8 | 37.50% | -28.02% | +62.50% | -37.50% | -28.17% | 17:17 | 11:37 | 13:02 | 16:09 | 16:35 | 25:03 | 03:33 | 02:37 |
 | Moon Shard | 1 | 2.70% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.70% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.70% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.70% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.70% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.70% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.70% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.70% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Satanic | 1 | 2.70% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.70% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.70% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:26 | 51:26 | 51:26 | 51:26 | 51:26 | 51:26 | 00:00 | 00:00 |
 | Wraith Band | 5 | 13.51% | 12.1 | 40.00% | -22.50% | -40.00% | +60.00% | 34.88% | 03:04 | 01:29 | 01:29 | 02:02 | 04:21 | 05:45 | 02:52 | 02:07 |
 | Orb of Corrosion | 2 | 5.41% | 10.3 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 06:16 | 05:10 | 05:10 | 07:21 | 07:21 | 07:21 | 02:11 | 01:37 |
 | Urn of Shadows | 3 | 8.11% | 8.6 | 33.33% | -28.43% | -33.33% | 0.00% | 0.00% | 04:02 | 02:31 | 02:31 | 03:07 | 06:29 | 06:29 | 03:58 | 02:56 |
 | Blink Dagger | 1 | 2.70% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.70% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 00:00 | 00:00 |
 | Battle Fury | 2 | 5.41% | 3.4 | 0.00% | -62.86% | 0.00% | 0.00% | 0.00% | 15:16 | 14:11 | 14:11 | 16:21 | 16:21 | 16:21 | 02:10 | 01:36 |
 | Gleipnir | 2 | 5.41% | 1.7 | 0.00% | -62.86% | 0.00% | 0.00% | 0.00% | 24:56 | 24:49 | 24:49 | 25:03 | 25:03 | 25:03 | 00:14 | 00:10 |