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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 | |
 | Wraith Band | 10 | 15.15% | 100.0 | 80.00% | +33.57% | +20.00% | -30.00% | -50.00% | 03:23 | 01:26 | 01:38 | 01:54 | 02:17 | 12:07 | 00:39 | 00:28 |
 | Eye of Skadi | 28 | 42.42% | 98.5 | 64.29% | +22.18% | +21.42% | -7.15% | -5.57% | 30:46 | 19:47 | 27:54 | 31:15 | 33:02 | 37:42 | 05:08 | 03:48 |
 | Phase Boots | 9 | 13.64% | 96.9 | 77.78% | +30.41% | -27.78% | +22.22% | 19.11% | 06:58 | 04:21 | 04:45 | 06:56 | 07:22 | 13:24 | 02:37 | 01:56 |
 | Boots of Speed | 47 | 71.21% | 95.4 | 55.32% | +13.21% | +3.01% | -13.65% | -14.70% | 02:53 | 01:01 | 01:51 | 02:15 | 02:59 | 11:32 | 01:08 | 00:50 |
 | Magic Wand | 50 | 75.76% | 93.8 | 54.00% | +10.25% | -0.15% | -4.00% | -0.63% | 08:14 | 01:02 | 05:04 | 07:57 | 11:12 | 18:17 | 06:08 | 04:32 |
 | Quelling Blade | 44 | 66.67% | 92.3 | 54.55% | +9.10% | -18.19% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Maelstrom | 15 | 22.73% | 90.8 | 66.67% | +19.61% | +8.33% | +8.33% | 0.00% | 16:28 | 12:10 | 12:46 | 13:54 | 17:08 | 28:41 | 04:22 | 03:14 |
 | Javelin | 17 | 25.76% | 89.2 | 64.71% | +17.77% | +10.29% | +10.29% | 0.00% | 18:22 | 07:22 | 09:40 | 10:34 | 22:57 | 55:52 | 13:17 | 09:50 |
 | Chainmail | 17 | 25.76% | 87.7 | 64.71% | +17.77% | +10.29% | -14.71% | -2.23% | 11:09 | 02:59 | 03:53 | 10:49 | 15:07 | 24:46 | 11:14 | 08:19 |
 | Magic Stick | 55 | 83.33% | 86.2 | 50.91% | -3.64% | +20.52% | +6.23% | -2.20% | 03:44 | -01:29 | -01:17 | 02:18 | 07:47 | 17:54 | 09:04 | 06:42 |
 | Ring of Health | 20 | 30.30% | 84.6 | 60.00% | +12.17% | 0.00% | 0.00% | 0.00% | 28:40 | 10:11 | 11:52 | 32:10 | 42:07 | 51:21 | 30:15 | 22:24 |
 | Fluffy Hat | 45 | 68.18% | 83.1 | 51.11% | -1.27% | +3.44% | +12.53% | 3.71% | 06:48 | 03:14 | 05:02 | 06:24 | 07:29 | 16:24 | 02:27 | 01:48 |
 | Blight Stone | 50 | 75.76% | 81.5 | 50.00% | -6.25% | -11.54% | +8.33% | 4.59% | 08:06 | -01:29 | 04:14 | 06:24 | 08:34 | 27:20 | 04:20 | 03:12 |
 | Void Stone | 25 | 37.88% | 80.0 | 56.00% | +7.22% | -6.00% | +10.67% | 0.56% | 26:31 | 06:45 | 11:28 | 26:24 | 41:26 | 51:28 | 29:58 | 22:11 |
 | Black King Bar | 44 | 66.67% | 78.5 | 50.00% | -4.55% | +13.64% | -31.82% | -7.05% | 23:02 | 15:55 | 19:15 | 21:27 | 25:42 | 36:07 | 06:27 | 04:46 |
 | Orb of Corrosion | 42 | 63.64% | 76.9 | 50.00% | -4.17% | -13.64% | +10.00% | 11.72% | 08:05 | 04:29 | 06:31 | 07:26 | 08:32 | 19:46 | 02:01 | 01:29 |
 | Orb of Venom | 52 | 78.79% | 75.4 | 48.08% | -16.21% | -17.31% | +21.15% | 38.46% | 00:39 | -01:29 | -01:29 | -01:29 | 01:59 | 11:58 | 03:28 | 02:34 |
 | Power Treads | 36 | 54.55% | 73.8 | 50.00% | -3.33% | -5.56% | +16.67% | 14.99% | 06:43 | 04:44 | 05:35 | 06:09 | 07:04 | 13:36 | 01:29 | 01:05 |
 | Blink Dagger | 5 | 7.58% | 72.3 | 80.00% | +30.82% | +20.00% | -80.00% | 0.00% | 31:53 | 16:38 | 16:38 | 31:40 | 35:30 | 45:15 | 18:52 | 13:58 |
 | Monkey King Bar | 5 | 7.58% | 70.8 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 42:03 | 30:11 | 30:11 | 38:16 | 54:59 | 56:04 | 24:48 | 18:22 |
 | Falcon Blade | 5 | 7.58% | 69.2 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 08:20 | 07:09 | 07:09 | 08:39 | 08:48 | 09:35 | 01:39 | 01:13 |
 | Ring of Protection | 5 | 7.58% | 67.7 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 13:07 | -01:28 | -01:28 | 09:34 | 11:03 | 41:04 | 12:31 | 09:16 |
 | Crystalys | 12 | 18.18% | 66.2 | 58.33% | +8.33% | -58.33% | +8.34% | 6.04% | 34:25 | 22:53 | 27:37 | 31:31 | 38:39 | 50:12 | 11:02 | 08:10 |
 | Desolator | 10 | 15.15% | 64.6 | 60.00% | +10.00% | +6.67% | +40.00% | 8.55% | 23:22 | 17:12 | 21:16 | 24:25 | 25:10 | 27:22 | 03:54 | 02:53 |
 | Echo Sabre | 18 | 27.27% | 63.1 | 50.00% | -2.08% | +10.00% | +25.00% | 4.71% | 14:11 | 09:28 | 12:04 | 13:53 | 15:15 | 24:48 | 03:11 | 02:21 |
 | Skull Basher | 13 | 19.70% | 61.5 | 53.85% | +2.91% | +12.82% | -20.52% | -6.14% | 35:12 | 22:07 | 31:35 | 35:50 | 37:01 | 50:53 | 05:26 | 04:01 |
 | Refresher Orb | 8 | 12.12% | 60.0 | 62.50% | +12.50% | +37.50% | -12.50% | -7.43% | 46:53 | 39:24 | 42:52 | 46:42 | 49:36 | 52:57 | 06:44 | 04:59 |
 | Battle Fury | 9 | 13.64% | 58.5 | 55.56% | +4.68% | -5.56% | -5.56% | 0.00% | 15:04 | 12:05 | 13:23 | 15:49 | 16:18 | 16:49 | 02:55 | 02:09 |
 | Butterfly | 4 | 6.06% | 56.9 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 35:26 | 32:38 | 32:38 | 32:46 | 36:44 | 39:35 | 04:06 | 03:02 |
 | Urn of Shadows | 4 | 6.06% | 55.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 09:51 | 07:18 | 07:18 | 09:48 | 10:02 | 12:16 | 02:44 | 02:01 |
 | Spirit Vessel | 4 | 6.06% | 53.8 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 18:18 | 17:03 | 17:03 | 17:53 | 18:23 | 19:53 | 01:20 | 00:59 |
 | Mage Slayer | 2 | 3.03% | 52.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 22:58 | 19:57 | 19:57 | 25:58 | 25:58 | 25:58 | 06:01 | 04:27 |
 | Arcane Blink | 2 | 3.03% | 50.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:23 | 33:13 | 33:13 | 35:33 | 35:33 | 35:33 | 02:20 | 01:43 |
 | Crown | 10 | 15.15% | 49.2 | 50.00% | -1.79% | +16.67% | 0.00% | -1.79% | 19:22 | 14:24 | 14:41 | 16:23 | 24:00 | 28:55 | 09:19 | 06:54 |
 | Silver Edge | 7 | 10.61% | 47.7 | 57.14% | +6.29% | -57.14% | +42.86% | 13.64% | 33:11 | 27:33 | 28:09 | 31:57 | 35:29 | 39:07 | 07:20 | 05:25 |
 | Shadow Blade | 8 | 12.12% | 46.2 | 50.00% | -1.72% | -50.00% | +50.00% | 7.10% | 29:31 | 19:30 | 20:44 | 27:49 | 34:49 | 37:14 | 14:05 | 10:25 |
 | Solar Crest | 8 | 12.12% | 44.6 | 50.00% | -1.72% | 0.00% | 0.00% | 0.00% | 24:18 | 18:44 | 19:16 | 20:34 | 27:51 | 33:12 | 08:35 | 06:21 |
 | Medallion of Courage | 8 | 12.12% | 43.1 | 50.00% | -1.72% | -50.00% | 0.00% | 6.86% | 18:35 | 13:05 | 14:19 | 15:36 | 21:36 | 25:40 | 07:17 | 05:23 |
 | Vanguard | 5 | 7.58% | 41.5 | 60.00% | +9.18% | +40.00% | -60.00% | 0.00% | 48:21 | 42:04 | 42:04 | 43:42 | 54:34 | 59:19 | 12:30 | 09:15 |
 | Abyssal Blade | 5 | 7.58% | 40.0 | 60.00% | +9.18% | +40.00% | -60.00% | 0.00% | 48:37 | 42:22 | 42:22 | 43:54 | 54:46 | 59:27 | 12:24 | 09:11 |
 | Daedalus | 5 | 7.58% | 38.5 | 60.00% | +9.18% | -60.00% | +40.00% | 0.00% | 42:11 | 31:28 | 31:28 | 44:12 | 44:59 | 54:43 | 13:31 | 10:00 |
 | Wind Lace | 13 | 19.70% | 36.9 | 38.46% | -16.26% | -5.13% | +28.21% | 5.03% | 13:13 | 04:53 | 09:29 | 12:58 | 16:07 | 23:46 | 06:38 | 04:54 |
 | Eul's Scepter of Divinity | 6 | 9.09% | 35.4 | 50.00% | -1.67% | 0.00% | -50.00% | -4.10% | 26:32 | 19:44 | 19:55 | 27:13 | 32:06 | 32:43 | 12:11 | 09:01 |
 | Diffusal Blade | 3 | 4.55% | 33.8 | 66.67% | +15.88% | -66.67% | 0.00% | 0.00% | 22:53 | 21:30 | 21:30 | 23:17 | 23:52 | 23:52 | 02:22 | 01:45 |
 | Lotus Orb | 1 | 1.52% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 38:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.52% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.52% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 00:00 | 00:00 |
 | Buckler | 1 | 1.52% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.52% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 1:08:11 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.52% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:19 | 56:19 | 56:19 | 56:19 | 56:19 | 56:19 | 00:00 | 00:00 |
 | Sange | 1 | 1.52% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.52% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.52% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Orchid Malevolence | 9 | 13.64% | 18.5 | 22.22% | -33.92% | -22.22% | +27.78% | 9.68% | 21:09 | 17:15 | 17:37 | 21:58 | 22:47 | 25:57 | 05:10 | 03:49 |
 | Rod of Atos | 2 | 3.03% | 16.9 | 50.00% | -1.56% | +50.00% | 0.00% | 0.00% | 29:07 | 26:13 | 26:13 | 32:01 | 32:01 | 32:01 | 05:48 | 04:17 |
 | Yasha | 2 | 3.03% | 15.4 | 50.00% | -1.56% | +50.00% | 0.00% | 0.00% | 18:27 | 16:11 | 16:11 | 20:42 | 20:42 | 20:42 | 04:31 | 03:20 |
 | Mjollnir | 2 | 3.03% | 13.8 | 50.00% | -1.56% | +50.00% | 0.00% | 0.00% | 46:40 | 46:17 | 46:17 | 47:03 | 47:03 | 47:03 | 00:46 | 00:34 |
 | Manta Style | 2 | 3.03% | 12.3 | 50.00% | -1.56% | +50.00% | 0.00% | 0.00% | 21:10 | 18:50 | 18:50 | 23:29 | 23:29 | 23:29 | 04:39 | 03:26 |
 | Linken's Sphere | 2 | 3.03% | 10.8 | 50.00% | -1.56% | -50.00% | 0.00% | 0.00% | 42:57 | 41:30 | 41:30 | 44:24 | 44:24 | 44:24 | 02:54 | 02:08 |
 | Moon Shard | 1 | 1.52% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 00:00 | 00:00 |
 | Satanic | 1 | 1.52% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Bottle | 1 | 1.52% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.03% | 4.6 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 35:40 | 23:51 | 23:51 | 47:28 | 47:28 | 47:28 | 23:37 | 17:29 |
 | Morbid Mask | 1 | 1.52% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 3.03% | 1.5 | 0.00% | -53.13% | 0.00% | 0.00% | 0.00% | 56:09 | 51:31 | 51:31 | 60:46 | 60:46 | 60:46 | 09:15 | 06:51 |