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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 | |
 | Eye of Skadi | 19 | 17.59% | 100.0 | 68.42% | +24.60% | +11.58% | -8.42% | -7.59% | 32:18 | 25:47 | 30:16 | 31:34 | 32:54 | 49:45 | 02:38 | 01:57 |
 | Crown | 27 | 25.00% | 98.6 | 62.96% | +19.75% | -5.82% | +8.47% | 1.50% | 18:08 | 05:02 | 12:32 | 17:39 | 22:05 | 37:45 | 09:33 | 07:04 |
 | Blight Stone | 76 | 70.37% | 97.1 | 53.95% | +19.57% | -11.84% | -6.58% | 1.30% | 07:47 | 00:30 | 04:37 | 06:52 | 08:40 | 46:37 | 04:03 | 03:00 |
 | Orb of Corrosion | 70 | 64.81% | 95.7 | 54.29% | +17.45% | -9.85% | +4.53% | 4.74% | 08:31 | 02:53 | 06:34 | 07:52 | 09:36 | 30:17 | 03:02 | 02:14 |
 | Magic Stick | 103 | 95.37% | 94.2 | 49.51% | +29.51% | +0.49% | +0.49% | 0.00% | 03:07 | -01:29 | -01:29 | 02:38 | 06:02 | 17:32 | 07:31 | 05:34 |
 | Fluffy Hat | 76 | 70.37% | 92.8 | 51.32% | +10.69% | -3.95% | +1.31% | 1.47% | 07:06 | 01:44 | 05:02 | 06:40 | 08:37 | 30:17 | 03:35 | 02:39 |
 | Orb of Venom | 92 | 85.19% | 91.3 | 50.00% | +12.50% | -15.22% | +10.87% | 26.09% | 00:28 | -01:30 | -01:29 | -01:29 | 01:27 | 08:56 | 02:56 | 02:10 |
 | Magic Wand | 90 | 83.33% | 89.9 | 50.00% | +11.11% | +15.22% | -4.55% | -4.63% | 07:56 | -01:29 | 04:45 | 07:01 | 09:01 | 30:49 | 04:16 | 03:09 |
 | Skull Basher | 12 | 11.11% | 88.4 | 66.67% | +20.84% | 0.00% | 0.00% | 0.00% | 34:28 | 26:06 | 29:11 | 33:52 | 35:06 | 52:17 | 05:55 | 04:22 |
 | Diffusal Blade | 26 | 24.07% | 87.0 | 53.85% | +7.51% | +31.86% | -37.18% | -15.12% | 18:21 | 12:32 | 15:16 | 19:11 | 19:50 | 27:05 | 04:34 | 03:22 |
 | Black King Bar | 54 | 50.00% | 85.5 | 46.30% | -3.70% | +3.70% | -7.84% | -2.26% | 25:18 | 15:24 | 21:15 | 23:06 | 26:22 | 43:36 | 05:07 | 03:47 |
 | Boots of Speed | 60 | 55.56% | 84.1 | 45.00% | -7.08% | -11.67% | +8.33% | 11.11% | 04:06 | -01:29 | 02:19 | 02:41 | 04:07 | 40:36 | 01:48 | 01:20 |
 | Power Treads | 40 | 37.04% | 82.6 | 47.50% | -1.03% | +2.50% | +12.50% | 6.45% | 06:37 | 04:05 | 05:48 | 06:28 | 07:21 | 09:48 | 01:33 | 01:08 |
 | Medallion of Courage | 13 | 12.04% | 81.2 | 61.54% | +15.22% | +5.13% | +38.46% | 3.18% | 18:44 | 07:58 | 13:23 | 17:05 | 23:51 | 27:25 | 10:28 | 07:45 |
 | Quelling Blade | 44 | 40.74% | 79.7 | 45.45% | -4.55% | +18.19% | -27.27% | 0.00% | 01:36 | -01:29 | -01:29 | -01:29 | -01:29 | 1:03:59 | 00:00 | 00:00 |
 | Echo Sabre | 21 | 19.44% | 78.3 | 52.38% | +5.25% | +7.62% | +27.62% | 5.02% | 14:27 | 10:04 | 11:50 | 13:07 | 15:49 | 29:23 | 03:59 | 02:57 |
 | Void Stone | 38 | 35.19% | 76.8 | 44.74% | -5.26% | -24.74% | +10.82% | 3.13% | 19:22 | 06:53 | 10:47 | 13:29 | 22:09 | 1:05:36 | 11:22 | 08:25 |
 | Rod of Atos | 12 | 11.11% | 75.4 | 58.33% | +11.45% | -25.00% | +41.67% | 8.55% | 21:59 | 16:31 | 17:35 | 21:35 | 25:23 | 27:07 | 07:48 | 05:46 |
 | Orchid Malevolence | 15 | 13.89% | 73.9 | 53.33% | +6.02% | -3.33% | -28.33% | -3.14% | 23:27 | 14:01 | 17:45 | 22:15 | 25:43 | 34:43 | 07:58 | 05:54 |
 | Wind Lace | 18 | 16.67% | 72.5 | 50.00% | +2.22% | +10.00% | 0.00% | -0.82% | 16:44 | -01:29 | 09:55 | 18:03 | 22:04 | 37:45 | 12:09 | 09:00 |
 | Chainmail | 21 | 19.44% | 71.0 | 47.62% | -0.66% | -27.62% | +32.38% | 3.50% | 14:54 | 04:35 | 05:55 | 16:02 | 23:05 | 27:25 | 17:10 | 12:42 |
 | Mage Slayer | 8 | 7.41% | 69.6 | 62.50% | +15.50% | -12.50% | -12.50% | 0.00% | 26:03 | 15:32 | 21:18 | 22:02 | 27:44 | 39:48 | 06:26 | 04:45 |
 | Solar Crest | 11 | 10.19% | 68.1 | 54.55% | +7.13% | +12.12% | +12.12% | 0.00% | 24:16 | 13:49 | 18:32 | 22:50 | 27:48 | 38:07 | 09:16 | 06:51 |
 | Javelin | 18 | 16.67% | 66.7 | 44.44% | -4.45% | +35.56% | +5.56% | -2.08% | 21:35 | 09:48 | 13:11 | 18:44 | 27:35 | 46:44 | 14:24 | 10:40 |
 | Bloodthorn | 4 | 3.70% | 65.2 | 75.00% | +27.88% | -75.00% | +25.00% | 0.00% | 29:37 | 25:48 | 25:48 | 27:14 | 29:19 | 36:07 | 03:31 | 02:36 |
 | Drum of Endurance | 2 | 1.85% | 63.8 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 18:49 | 16:24 | 16:24 | 21:13 | 21:13 | 21:13 | 04:49 | 03:34 |
 | Helm of Iron Will | 2 | 1.85% | 62.3 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 27:03 | 22:30 | 22:30 | 31:36 | 31:36 | 31:36 | 09:06 | 06:44 |
 | Morbid Mask | 7 | 6.48% | 60.9 | 57.14% | +9.62% | -7.14% | -7.14% | 0.00% | 36:29 | 27:21 | 29:41 | 37:53 | 40:10 | 44:28 | 10:29 | 07:45 |
 | Maelstrom | 14 | 12.96% | 59.4 | 42.86% | -6.08% | +32.14% | -42.86% | -6.46% | 20:47 | 13:32 | 15:27 | 18:23 | 27:04 | 32:21 | 11:37 | 08:36 |
 | Ring of Health | 23 | 21.30% | 58.0 | 34.78% | -16.98% | -34.78% | -1.45% | 1.35% | 25:49 | 07:58 | 13:15 | 16:15 | 37:51 | 1:05:35 | 24:36 | 18:13 |
 | Lotus Orb | 5 | 4.63% | 56.5 | 60.00% | +12.43% | +40.00% | -60.00% | 0.00% | 32:00 | 21:12 | 21:12 | 28:14 | 35:41 | 52:19 | 14:29 | 10:43 |
 | Ring of Basilius | 5 | 4.63% | 55.1 | 60.00% | +12.43% | -60.00% | +40.00% | 0.00% | 22:48 | 07:53 | 07:53 | 27:21 | 29:41 | 37:53 | 21:48 | 16:08 |
 | Wraith Band | 16 | 14.81% | 53.6 | 37.50% | -12.50% | +12.50% | -12.50% | -7.69% | 02:55 | -01:29 | 01:13 | 01:56 | 04:28 | 11:42 | 03:15 | 02:24 |
 | Blink Dagger | 6 | 5.56% | 52.2 | 50.00% | +1.96% | 0.00% | -50.00% | 0.00% | 36:09 | 28:50 | 29:56 | 37:16 | 40:15 | 40:38 | 10:19 | 07:38 |
 | Ring of Protection | 6 | 5.56% | 50.7 | 50.00% | +1.96% | 0.00% | +50.00% | 0.00% | 20:40 | 06:34 | 10:13 | 12:18 | 29:41 | 37:53 | 19:28 | 14:25 |
 | Desolator | 6 | 5.56% | 49.3 | 50.00% | +1.96% | 0.00% | -50.00% | 0.00% | 29:09 | 17:59 | 25:34 | 27:23 | 29:07 | 46:37 | 03:33 | 02:37 |
 | Mjollnir | 6 | 5.56% | 47.8 | 50.00% | +1.96% | 0.00% | +50.00% | 0.00% | 33:37 | 22:40 | 27:35 | 34:42 | 40:19 | 40:25 | 12:44 | 09:25 |
 | Monkey King Bar | 6 | 5.56% | 46.4 | 50.00% | +1.96% | 0.00% | -50.00% | 0.00% | 35:12 | 25:55 | 29:30 | 32:48 | 41:09 | 48:11 | 11:39 | 08:37 |
 | Satanic | 3 | 2.78% | 44.9 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 42:32 | 40:45 | 40:45 | 41:57 | 44:54 | 44:54 | 04:09 | 03:04 |
 | Vladmir's Offering | 3 | 2.78% | 43.5 | 66.67% | +19.05% | -66.67% | 0.00% | 0.00% | 34:22 | 29:41 | 29:41 | 31:04 | 42:22 | 42:22 | 12:41 | 09:23 |
 | Buckler | 3 | 2.78% | 42.0 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 31:38 | 27:20 | 27:20 | 29:41 | 37:53 | 37:53 | 10:33 | 07:48 |
 | Wraith Pact | 3 | 2.78% | 40.6 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 38:32 | 33:33 | 33:33 | 39:00 | 43:03 | 43:03 | 09:30 | 07:02 |
 | Scythe of Vyse | 1 | 0.93% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.93% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.93% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.93% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:42 | 53:42 | 53:42 | 53:42 | 53:42 | 53:42 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.93% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.93% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Bottle | 1 | 0.93% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 01:34 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.93% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 00:00 | 00:00 |
 | Bracer | 1 | 0.93% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.93% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 40:58 | 00:00 | 00:00 |
 | Abyssal Blade | 5 | 4.63% | 24.6 | 40.00% | -8.54% | -40.00% | -40.00% | 0.00% | 42:48 | 36:26 | 36:26 | 40:31 | 41:59 | 56:58 | 05:33 | 04:06 |
 | Vanguard | 5 | 4.63% | 23.2 | 40.00% | -8.54% | -40.00% | -40.00% | 0.00% | 42:36 | 36:01 | 36:01 | 40:26 | 41:45 | 56:56 | 05:44 | 04:14 |
 | Eul's Scepter of Divinity | 5 | 4.63% | 21.7 | 40.00% | -8.54% | -40.00% | +60.00% | 0.00% | 23:21 | 17:58 | 17:58 | 22:33 | 22:55 | 35:14 | 04:57 | 03:40 |
 | Aghanim's Scepter | 6 | 5.56% | 20.3 | 33.33% | -15.69% | +16.67% | -33.33% | 0.00% | 30:04 | 20:16 | 28:20 | 30:08 | 34:39 | 36:22 | 06:19 | 04:40 |
 | Phase Boots | 7 | 6.48% | 18.8 | 28.57% | -20.93% | +21.43% | +21.43% | 0.00% | 09:20 | 05:12 | 05:28 | 06:49 | 07:47 | 25:31 | 02:19 | 01:42 |
 | Crystalys | 2 | 1.85% | 17.4 | 50.00% | +1.89% | +50.00% | 0.00% | 0.00% | 36:55 | 31:09 | 31:09 | 42:41 | 42:41 | 42:41 | 11:32 | 08:32 |
 | Glimmer Cape | 2 | 1.85% | 15.9 | 50.00% | +1.89% | +50.00% | 0.00% | 0.00% | 29:56 | 18:46 | 18:46 | 41:05 | 41:05 | 41:05 | 22:19 | 16:31 |
 | Battle Fury | 11 | 10.19% | 14.5 | 18.18% | -33.37% | -18.18% | +15.15% | 33.33% | 16:04 | 14:49 | 15:27 | 16:05 | 16:14 | 17:31 | 00:47 | 00:34 |
 | Urn of Shadows | 3 | 2.78% | 13.0 | 33.33% | -15.24% | +66.67% | 0.00% | 0.00% | 11:41 | 10:04 | 10:04 | 12:18 | 12:42 | 12:42 | 02:38 | 01:57 |
 | Gleipnir | 4 | 3.70% | 11.6 | 25.00% | -24.04% | +75.00% | -25.00% | 0.00% | 30:28 | 27:58 | 27:58 | 28:02 | 32:21 | 33:31 | 04:23 | 03:14 |
 | Refresher Orb | 5 | 4.63% | 10.1 | 20.00% | -29.51% | -20.00% | -20.00% | 0.00% | 44:29 | 36:26 | 36:26 | 39:51 | 43:13 | 1:05:53 | 06:47 | 05:01 |
 | Heaven's Halberd | 3 | 2.78% | 8.7 | 0.00% | -49.52% | 0.00% | 0.00% | 0.00% | 36:30 | 35:15 | 35:15 | 36:25 | 37:50 | 37:50 | 02:35 | 01:54 |
 | Sange | 3 | 2.78% | 7.2 | 0.00% | -49.52% | 0.00% | 0.00% | 0.00% | 27:54 | 22:02 | 22:02 | 27:49 | 33:52 | 33:52 | 11:50 | 08:45 |
 | Spirit Vessel | 1 | 0.93% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 24:19 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.93% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 |
 | Force Staff | 2 | 1.85% | 2.9 | 0.00% | -49.06% | 0.00% | 0.00% | 0.00% | 25:45 | 20:40 | 20:40 | 30:50 | 30:50 | 30:50 | 10:10 | 07:31 |
 | Ghost Scepter | 3 | 2.78% | 1.4 | 0.00% | -49.52% | 0.00% | 0.00% | 0.00% | 50:28 | 27:22 | 27:22 | 1:01:22 | 1:02:39 | 1:02:39 | 35:17 | 26:08 |