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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 | |
 | Force Staff | 20 | 29.41% | 100.0 | 80.00% | +32.08% | 0.00% | -20.00% | -2.09% | 27:09 | 17:37 | 20:52 | 25:43 | 30:27 | 48:04 | 09:35 | 07:05 |
 | Ring of Health | 34 | 50.00% | 98.5 | 70.59% | +26.47% | -15.03% | +16.91% | 1.49% | 13:47 | 00:08 | 02:14 | 14:19 | 23:42 | 38:55 | 21:28 | 15:54 |
 | Lotus Orb | 12 | 17.65% | 97.1 | 83.33% | +31.54% | +16.67% | -16.66% | -3.73% | 28:20 | 15:32 | 22:40 | 27:29 | 31:36 | 39:02 | 08:56 | 06:37 |
 | Blight Stone | 16 | 23.53% | 95.6 | 75.00% | +23.08% | +25.00% | -25.00% | -4.37% | 17:38 | 05:27 | 12:29 | 15:40 | 23:55 | 27:50 | 11:26 | 08:28 |
 | Fluffy Hat | 23 | 33.82% | 94.1 | 69.57% | +18.46% | -2.90% | -36.24% | -3.17% | 17:44 | 02:33 | 11:10 | 18:29 | 21:41 | 36:17 | 10:31 | 07:47 |
 | Drum of Endurance | 30 | 44.12% | 92.6 | 66.67% | +16.67% | +8.33% | +4.76% | -0.86% | 19:36 | 12:33 | 16:21 | 17:57 | 20:29 | 37:43 | 04:08 | 03:03 |
 | Wind Lace | 56 | 82.35% | 91.2 | 60.71% | +19.04% | -10.71% | -3.57% | 1.64% | 08:32 | -01:29 | 05:43 | 07:49 | 10:05 | 37:42 | 04:22 | 03:14 |
 | Magic Stick | 61 | 89.71% | 89.7 | 59.02% | +16.16% | +0.98% | +7.65% | 1.05% | 05:20 | -01:29 | 02:05 | 05:17 | 08:27 | 15:24 | 06:22 | 04:42 |
 | Tranquil Boots | 31 | 45.59% | 88.2 | 64.52% | +13.17% | -2.02% | -14.52% | -2.85% | 13:35 | 07:21 | 09:26 | 10:13 | 13:49 | 39:56 | 04:23 | 03:14 |
 | Void Stone | 22 | 32.35% | 86.8 | 68.18% | +16.01% | -1.51% | -8.18% | -0.38% | 27:55 | 10:26 | 16:26 | 25:06 | 34:01 | 1:02:50 | 17:35 | 13:01 |
 | Boots of Speed | 68 | 100.00% | 85.3 | 57.35% | +57.35% | +13.24% | -4.41% | -7.73% | 05:24 | -01:29 | 04:15 | 05:30 | 06:32 | 09:43 | 02:17 | 01:41 |
 | Solar Crest | 10 | 14.71% | 83.8 | 80.00% | +26.55% | -13.33% | +20.00% | 3.32% | 22:46 | 14:39 | 16:57 | 19:17 | 26:59 | 43:46 | 10:02 | 07:25 |
 | Boots of Bearing | 17 | 25.00% | 82.4 | 70.59% | +17.65% | +4.41% | -20.59% | -1.85% | 33:18 | 21:48 | 26:01 | 32:40 | 39:31 | 45:59 | 13:30 | 10:00 |
 | Magic Wand | 53 | 77.94% | 80.9 | 58.49% | +5.16% | +10.74% | -12.34% | -6.27% | 09:55 | 01:38 | 07:59 | 09:58 | 11:40 | 19:09 | 03:41 | 02:43 |
 | Orb of Venom | 44 | 64.71% | 79.4 | 56.82% | -1.51% | +6.82% | -2.27% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 09:09 | 00:00 | 00:00 |
 | Crown | 9 | 13.24% | 77.9 | 77.78% | +23.54% | -27.78% | +22.22% | 6.47% | 18:09 | 13:14 | 13:42 | 16:20 | 21:26 | 27:21 | 07:44 | 05:43 |
 | Medallion of Courage | 11 | 16.18% | 76.5 | 72.73% | +18.34% | -6.06% | +27.27% | 2.94% | 19:20 | 11:56 | 13:14 | 16:50 | 24:35 | 30:52 | 11:21 | 08:24 |
 | Black King Bar | 15 | 22.06% | 75.0 | 66.67% | +11.95% | +33.33% | -16.67% | -3.80% | 35:06 | 18:34 | 24:49 | 34:46 | 37:59 | 1:11:02 | 13:10 | 09:45 |
 | Pipe of Insight | 21 | 30.88% | 73.5 | 61.90% | +6.58% | -1.90% | +18.10% | 1.92% | 22:01 | 11:53 | 16:58 | 21:53 | 27:24 | 32:10 | 10:26 | 07:43 |
 | Chainmail | 37 | 54.41% | 72.1 | 54.05% | -7.24% | +1.51% | +1.51% | 0.00% | 11:42 | 03:36 | 07:31 | 09:39 | 13:27 | 30:39 | 05:56 | 04:23 |
 | Phase Boots | 26 | 38.24% | 70.6 | 53.85% | -5.67% | +3.29% | -3.85% | -2.12% | 10:07 | 04:39 | 08:19 | 09:30 | 11:41 | 18:48 | 03:22 | 02:29 |
 | Vanguard | 17 | 25.00% | 69.1 | 58.82% | +1.96% | -8.82% | +41.18% | 10.68% | 08:32 | 03:07 | 04:15 | 05:19 | 08:56 | 24:50 | 04:41 | 03:28 |
 | Headdress | 25 | 36.76% | 67.6 | 52.00% | -8.47% | -18.67% | +14.67% | 2.85% | 18:11 | 09:18 | 11:31 | 16:26 | 23:14 | 32:17 | 11:43 | 08:40 |
 | Ring of Protection | 18 | 26.47% | 66.2 | 55.56% | -2.44% | +4.44% | -5.56% | -2.20% | 12:14 | 01:26 | 08:16 | 11:10 | 12:49 | 27:36 | 04:33 | 03:22 |
 | Orb of Corrosion | 3 | 4.41% | 64.7 | 100.00% | +44.62% | 0.00% | 0.00% | 0.00% | 10:36 | 08:39 | 08:39 | 09:09 | 14:00 | 14:00 | 05:21 | 03:57 |
 | Sange and Yasha | 3 | 4.41% | 63.2 | 100.00% | +44.62% | 0.00% | 0.00% | 0.00% | 34:25 | 27:34 | 27:34 | 29:50 | 45:51 | 45:51 | 18:17 | 13:32 |
 | Crimson Guard | 7 | 10.29% | 61.8 | 71.43% | +15.69% | +28.57% | -21.43% | -14.02% | 25:42 | 17:05 | 23:54 | 26:50 | 27:28 | 29:17 | 03:34 | 02:38 |
 | Helm of Iron Will | 7 | 10.29% | 60.3 | 71.43% | +15.69% | +28.57% | -21.43% | -6.02% | 23:32 | 15:44 | 18:29 | 24:35 | 26:47 | 28:11 | 08:18 | 06:08 |
 | Phylactery | 5 | 7.35% | 58.8 | 80.00% | +24.44% | +20.00% | -80.00% | 0.00% | 21:59 | 14:07 | 14:07 | 17:07 | 18:21 | 43:44 | 04:14 | 03:08 |
 | Diadem | 5 | 7.35% | 57.4 | 80.00% | +24.44% | +20.00% | -80.00% | 0.00% | 21:21 | 13:09 | 13:09 | 16:36 | 17:48 | 43:07 | 04:39 | 03:26 |
 | Quelling Blade | 14 | 20.59% | 55.9 | 50.00% | -9.26% | 0.00% | -16.67% | -2.30% | 03:07 | -01:29 | -01:29 | -01:29 | 08:43 | 31:17 | 10:12 | 07:33 |
 | Buckler | 6 | 8.82% | 54.4 | 66.67% | +10.22% | +33.33% | +33.33% | 0.00% | 23:52 | 12:41 | 14:43 | 21:09 | 27:36 | 41:41 | 12:53 | 09:32 |
 | Arcane Boots | 6 | 8.82% | 52.9 | 66.67% | +10.22% | +33.33% | -66.67% | -10.95% | 12:53 | 08:09 | 08:29 | 09:54 | 17:37 | 17:51 | 09:08 | 06:45 |
 | Urn of Shadows | 9 | 13.24% | 51.5 | 55.56% | -2.07% | -5.56% | -5.56% | 0.00% | 09:19 | 04:58 | 05:24 | 09:21 | 11:14 | 13:57 | 05:50 | 04:19 |
 | Hood of Defiance | 2 | 2.94% | 50.0 | 100.00% | +43.94% | 0.00% | 0.00% | 0.00% | 25:02 | 19:57 | 19:57 | 30:06 | 30:06 | 30:06 | 10:09 | 07:31 |
 | Pavise | 6 | 8.82% | 48.5 | 50.00% | -8.06% | 0.00% | -50.00% | -4.64% | 18:40 | 12:26 | 13:34 | 13:36 | 24:21 | 32:23 | 10:47 | 07:59 |
 | Bottle | 3 | 4.41% | 47.1 | 66.67% | +9.75% | +33.33% | 0.00% | 0.00% | 03:33 | 01:36 | 01:36 | 01:51 | 07:13 | 07:13 | 05:37 | 04:09 |
 | Ring of Basilius | 3 | 4.41% | 45.6 | 66.67% | +9.75% | +33.33% | 0.00% | 0.00% | 27:05 | 14:11 | 14:11 | 25:21 | 41:42 | 41:42 | 27:31 | 20:22 |
 | Ghost Scepter | 3 | 4.41% | 44.1 | 66.67% | +9.75% | +33.33% | 0.00% | 0.00% | 33:05 | 27:51 | 27:51 | 32:28 | 38:55 | 38:55 | 11:04 | 08:11 |
 | Morbid Mask | 3 | 4.41% | 42.6 | 66.67% | +9.75% | -66.67% | 0.00% | 0.00% | 33:36 | 25:23 | 25:23 | 33:44 | 41:42 | 41:42 | 16:19 | 12:05 |
 | Scythe of Vyse | 3 | 4.41% | 41.2 | 66.67% | +9.75% | +33.33% | 0.00% | 0.00% | 54:29 | 42:20 | 42:20 | 58:18 | 1:02:50 | 1:02:50 | 20:30 | 15:11 |
 | Spirit Vessel | 7 | 10.29% | 39.7 | 42.86% | -16.16% | +57.14% | -42.86% | -15.38% | 19:14 | 13:48 | 15:16 | 19:10 | 21:46 | 25:20 | 06:30 | 04:48 |
 | Sange | 7 | 10.29% | 38.2 | 42.86% | -16.16% | +57.14% | -42.86% | -27.91% | 28:08 | 25:07 | 25:59 | 29:23 | 29:34 | 30:58 | 03:35 | 02:39 |
 | Cornucopia | 4 | 5.88% | 36.8 | 50.00% | -7.81% | -50.00% | +50.00% | 0.00% | 30:35 | 20:56 | 20:56 | 30:56 | 31:45 | 38:43 | 10:49 | 08:00 |
 | Aeon Disk | 1 | 1.47% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:51 | 56:51 | 56:51 | 56:51 | 56:51 | 56:51 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.47% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.47% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Radiance | 1 | 1.47% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.47% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.47% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.47% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.47% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Satanic | 1 | 1.47% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Desolator | 1 | 1.47% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Octarine Core | 2 | 2.94% | 20.6 | 50.00% | -7.58% | +50.00% | 0.00% | 0.00% | 46:54 | 43:17 | 43:17 | 50:30 | 50:30 | 50:30 | 07:13 | 05:20 |
 | Bloodthorn | 2 | 2.94% | 19.1 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 36:39 | 34:59 | 34:59 | 38:18 | 38:18 | 38:18 | 03:19 | 02:27 |
 | Yasha | 2 | 2.94% | 17.6 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 24:23 | 22:13 | 22:13 | 26:32 | 26:32 | 26:32 | 04:19 | 03:11 |
 | Mage Slayer | 2 | 2.94% | 16.2 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 35:50 | 33:32 | 33:32 | 38:08 | 38:08 | 38:08 | 04:36 | 03:24 |
 | Aghanim's Shard | 2 | 2.94% | 14.7 | 50.00% | -7.58% | +50.00% | 0.00% | 0.00% | 25:57 | 19:13 | 19:13 | 32:41 | 32:41 | 32:41 | 13:28 | 09:58 |
 | Vladmir's Offering | 2 | 2.94% | 13.2 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 34:25 | 27:08 | 27:08 | 41:42 | 41:42 | 41:42 | 14:34 | 10:47 |
 | Orchid Malevolence | 3 | 4.41% | 11.8 | 33.33% | -25.13% | -33.33% | 0.00% | 0.00% | 28:07 | 21:41 | 21:41 | 30:56 | 31:45 | 31:45 | 10:04 | 07:27 |
 | Mekansm | 3 | 4.41% | 10.3 | 33.33% | -25.13% | +66.67% | 0.00% | 0.00% | 18:54 | 11:16 | 11:16 | 16:58 | 28:28 | 28:28 | 17:12 | 12:44 |
 | Hand of Midas | 3 | 4.41% | 8.8 | 33.33% | -25.13% | -33.33% | 0.00% | 0.00% | 18:02 | 13:26 | 13:26 | 17:05 | 23:34 | 23:34 | 10:08 | 07:30 |
 | Aghanim's Scepter | 4 | 5.88% | 7.4 | 25.00% | -34.38% | -25.00% | +75.00% | 0.00% | 20:38 | 17:51 | 17:51 | 18:42 | 20:57 | 25:00 | 03:06 | 02:17 |
 | Heaven's Halberd | 4 | 5.88% | 5.9 | 25.00% | -34.38% | -25.00% | -25.00% | 0.00% | 32:31 | 30:30 | 30:30 | 31:11 | 34:06 | 34:17 | 03:36 | 02:40 |
 | Manta Style | 1 | 1.47% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 00:00 | 00:00 |
 | Aether Lens | 2 | 2.94% | 2.9 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 48:48 | 45:22 | 45:22 | 52:14 | 52:14 | 52:14 | 06:52 | 05:05 |
 | Wraith Band | 2 | 2.94% | 1.5 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 04:25 | 01:31 | 01:31 | 07:18 | 07:18 | 07:18 | 05:47 | 04:17 |