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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 | 14 | 9.86% | 100.0 | 78.57% | +35.60% | -3.57% | -11.90% | -0.37% | 44:46 | 28:05 | 32:39 | 44:07 | 55:04 | 1:03:19 | 22:25 | 16:36 |
 | Aghanim's Scepter | 15 | 10.56% | 98.2 | 73.33% | +30.02% | +1.67% | +26.67% | 3.57% | 38:04 | 27:51 | 31:19 | 33:50 | 38:19 | 55:36 | 07:00 | 05:11 |
 | Void Stone | 70 | 49.30% | 96.5 | 54.29% | +15.40% | +6.82% | -1.35% | -0.63% | 30:57 | 13:32 | 23:56 | 29:38 | 36:58 | 1:04:13 | 13:02 | 09:39 |
 | Ring of Health | 105 | 73.94% | 94.7 | 49.52% | +11.68% | +12.02% | -11.06% | -2.87% | 27:18 | 02:34 | 22:54 | 26:24 | 30:57 | 53:38 | 08:03 | 05:57 |
 | Force Staff | 92 | 64.79% | 93.0 | 50.00% | +10.00% | +19.57% | -15.22% | -5.01% | 28:56 | 14:19 | 24:44 | 27:40 | 31:41 | 50:07 | 06:57 | 05:08 |
 | Blink Dagger | 140 | 98.59% | 91.2 | 47.14% | +47.14% | +1.43% | -18.57% | -4.53% | 16:49 | 08:49 | 14:37 | 16:50 | 19:02 | 26:43 | 04:25 | 03:16 |
 | Boots of Speed | 142 | 100.00% | 89.5 | 46.48% | +46.48% | -4.81% | +10.66% | 15.47% | -00:11 | -01:30 | -01:29 | -01:29 | 01:20 | 07:45 | 02:49 | 02:05 |
 | Magic Stick | 129 | 90.85% | 87.7 | 46.51% | +0.36% | +0.37% | -2.76% | -0.56% | 08:05 | 01:23 | 04:15 | 06:40 | 09:53 | 27:22 | 05:38 | 04:10 |
 | Wind Lace | 139 | 97.89% | 86.0 | 46.04% | -20.63% | -3.18% | +8.25% | 3.45% | 05:43 | -01:29 | 02:53 | 04:22 | 06:12 | 36:58 | 03:19 | 02:27 |
 | Power Treads | 4 | 2.82% | 84.2 | 100.00% | +55.07% | 0.00% | 0.00% | 0.00% | 08:12 | 06:06 | 06:06 | 07:22 | 07:40 | 11:40 | 01:34 | 01:09 |
 | Magic Wand | 108 | 76.06% | 82.5 | 46.30% | -0.76% | +5.55% | +1.85% | -0.35% | 14:28 | 04:19 | 08:46 | 13:03 | 19:27 | 32:38 | 10:41 | 07:54 |
 | Tranquil Boots | 125 | 88.03% | 80.7 | 44.00% | -20.71% | +14.06% | +7.61% | -2.25% | 06:54 | 02:23 | 05:15 | 06:47 | 08:07 | 20:04 | 02:52 | 02:07 |
 | Soul Ring | 16 | 11.27% | 78.9 | 62.50% | +18.06% | +12.50% | -37.50% | -5.68% | 11:04 | 04:14 | 05:56 | 10:38 | 14:44 | 20:17 | 08:48 | 06:31 |
 | Stout Shield | 30 | 21.13% | 77.2 | 53.33% | +8.69% | +9.17% | -24.76% | -33.93% | -00:41 | -01:29 | -01:29 | -01:29 | -01:25 | 17:47 | 00:04 | 00:02 |
 | Eul's Scepter of Divinity | 52 | 36.62% | 75.4 | 48.08% | +2.52% | +13.46% | -17.31% | -2.92% | 31:03 | 17:25 | 25:06 | 31:07 | 35:38 | 48:03 | 10:32 | 07:48 |
 | Null Talisman | 3 | 2.11% | 73.7 | 100.00% | +54.68% | 0.00% | 0.00% | 0.00% | 28:42 | 25:22 | 25:22 | 30:14 | 30:29 | 30:29 | 05:07 | 03:47 |
 | Poor Man's Shield | 10 | 7.04% | 71.9 | 60.00% | +14.55% | +6.67% | +40.00% | 33.33% | -00:04 | -01:29 | -01:29 | -01:29 | -01:25 | 10:52 | 00:04 | 00:02 |
 | Flying Courier | 24 | 16.90% | 70.2 | 45.83% | -0.78% | -29.16% | +20.84% | 50.00% | 03:19 | 03:00 | 03:01 | 03:12 | 03:25 | 04:16 | 00:24 | 00:17 |
 | Quelling Blade | 26 | 18.31% | 68.4 | 42.31% | -5.10% | +29.12% | -42.31% | -12.01% | 04:03 | 00:20 | 01:04 | 02:02 | 07:01 | 14:45 | 05:57 | 04:24 |
 | Black King Bar | 4 | 2.82% | 66.7 | 75.00% | +29.35% | +25.00% | -75.00% | -6.55% | 41:53 | 26:56 | 26:56 | 32:39 | 42:12 | 1:05:45 | 15:16 | 11:18 |
 | Hood of Defiance | 10 | 7.04% | 64.9 | 50.00% | +3.79% | -16.67% | 0.00% | 3.11% | 23:38 | 14:46 | 20:18 | 21:55 | 25:40 | 37:09 | 05:22 | 03:58 |
 | Chainmail | 7 | 4.93% | 63.2 | 57.14% | +11.21% | +42.86% | -57.14% | -6.98% | 46:10 | 27:00 | 28:05 | 39:57 | 42:25 | 1:41:50 | 14:20 | 10:37 |
 | Veil of Discord | 2 | 1.41% | 61.4 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 32:01 | 31:16 | 31:16 | 32:46 | 32:46 | 32:46 | 01:30 | 01:06 |
 | Arcane Boots | 2 | 1.41% | 59.6 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 15:41 | 08:46 | 08:46 | 22:36 | 22:36 | 22:36 | 13:50 | 10:14 |
 | Helm of Iron Will | 2 | 1.41% | 57.9 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 30:21 | 30:14 | 30:14 | 30:28 | 30:28 | 30:28 | 00:14 | 00:10 |
 | Boots of Travel 2 | 2 | 1.41% | 56.1 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 57:53 | 57:01 | 57:01 | 58:44 | 58:44 | 58:44 | 01:43 | 01:16 |
 | Blight Stone | 5 | 3.52% | 54.4 | 60.00% | +14.01% | +40.00% | -60.00% | -2.91% | 32:18 | 05:32 | 05:32 | 31:20 | 39:57 | 55:33 | 34:25 | 25:29 |
 | Headdress | 9 | 6.34% | 52.6 | 44.44% | -2.18% | +55.56% | -44.44% | -10.73% | 33:13 | 21:17 | 24:14 | 29:03 | 33:33 | 1:08:19 | 09:19 | 06:54 |
 | Linken's Sphere | 6 | 4.23% | 50.9 | 50.00% | +3.68% | 0.00% | -50.00% | -2.25% | 53:01 | 37:22 | 43:46 | 46:08 | 1:06:00 | 1:12:15 | 22:14 | 16:28 |
 | Pipe of Insight | 6 | 4.23% | 49.1 | 50.00% | +3.68% | +50.00% | -50.00% | -8.29% | 30:34 | 23:28 | 24:14 | 29:52 | 36:18 | 37:04 | 12:04 | 08:56 |
 | Shiva's Guard | 3 | 2.11% | 47.4 | 66.67% | +20.63% | +33.33% | 0.00% | 0.00% | 45:41 | 40:20 | 40:20 | 47:40 | 49:02 | 49:02 | 08:42 | 06:26 |
 | Orb of Venom | 4 | 2.82% | 45.6 | 50.00% | +3.62% | +50.00% | -50.00% | -100.00% | 00:54 | -01:29 | -01:29 | 00:33 | 01:31 | 03:00 | 03:00 | 02:13 |
 | Medallion of Courage | 4 | 2.82% | 43.9 | 50.00% | +3.62% | +50.00% | -50.00% | -9.40% | 39:02 | 29:19 | 29:19 | 31:20 | 39:57 | 55:33 | 10:38 | 07:52 |
 | Heaven's Halberd | 1 | 0.70% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.70% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.70% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.70% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.70% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.70% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.70% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Dagon | 1 | 0.70% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Buckler | 1 | 0.70% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.70% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.70% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Scythe of Vyse | 6 | 4.23% | 22.8 | 33.33% | -13.73% | +16.67% | -33.33% | -4.66% | 53:22 | 42:42 | 48:41 | 50:28 | 59:25 | 1:08:08 | 10:44 | 07:57 |
 | Sange | 2 | 1.41% | 21.1 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 36:32 | 29:52 | 29:52 | 43:11 | 43:11 | 43:11 | 13:19 | 09:51 |
 | Shadow Blade | 2 | 1.41% | 19.3 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 1:25:26 | 1:06:11 | 1:06:11 | 1:44:41 | 1:44:41 | 1:44:41 | 38:30 | 28:31 |
 | Urn of Shadows | 2 | 1.41% | 17.5 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 17:41 | 13:48 | 13:48 | 21:34 | 21:34 | 21:34 | 07:46 | 05:45 |
 | Blade Mail | 2 | 1.41% | 15.8 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 1:12:08 | 42:26 | 42:26 | 1:41:50 | 1:41:50 | 1:41:50 | 59:24 | 44:00 |
 | Solar Crest | 2 | 1.41% | 14.0 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 35:52 | 31:37 | 31:37 | 40:07 | 40:07 | 40:07 | 08:30 | 06:17 |
 | Ring of Protection | 3 | 2.11% | 12.3 | 33.33% | -13.43% | -33.33% | 0.00% | 0.00% | 33:48 | 12:44 | 12:44 | 20:22 | 1:08:19 | 1:08:19 | 55:35 | 41:10 |
 | Bottle | 1 | 0.70% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.70% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.70% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.70% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.70% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.70% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 1:08:19 | 00:00 | 00:00 |