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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 | |
 | Void Stone | 67 | 16.34% | 100.0 | 73.13% | +22.98% | +3.34% | -8.42% | -0.79% | 35:56 | 11:44 | 29:50 | 35:37 | 44:42 | 1:05:28 | 14:52 | 11:00 |
 | Blink Dagger | 274 | 66.83% | 98.5 | 61.31% | +22.34% | -3.34% | -3.96% | -0.07% | 26:24 | 14:08 | 21:50 | 25:30 | 30:16 | 1:02:28 | 08:26 | 06:14 |
 | Ring of Health | 54 | 13.17% | 97.0 | 68.52% | +16.83% | -11.38% | +0.71% | 0.89% | 36:31 | 12:06 | 29:47 | 35:22 | 43:25 | 1:05:27 | 13:38 | 10:05 |
 | Drum of Endurance | 20 | 4.88% | 95.5 | 80.00% | +27.44% | 0.00% | +20.00% | 1.20% | 27:25 | 09:36 | 18:58 | 25:02 | 35:36 | 46:16 | 16:38 | 12:19 |
 | Soul Ring | 11 | 2.68% | 93.9 | 90.91% | +38.03% | +9.09% | -24.24% | 0.00% | 08:52 | 04:30 | 06:06 | 09:29 | 10:48 | 12:03 | 04:42 | 03:28 |
 | Aghanim's Shard | 264 | 64.39% | 92.4 | 59.09% | +14.57% | +9.09% | 0.00% | -0.72% | 23:30 | 15:00 | 16:11 | 20:35 | 28:46 | 59:43 | 12:35 | 09:19 |
 | Arcane Boots | 245 | 59.76% | 90.9 | 58.78% | +12.11% | -3.04% | +21.55% | 4.47% | 15:16 | 05:19 | 10:55 | 12:51 | 16:25 | 51:58 | 05:30 | 04:04 |
 | Refresher Orb | 32 | 7.80% | 89.4 | 71.88% | +19.50% | +3.12% | +3.12% | 0.00% | 48:50 | 31:06 | 39:28 | 47:54 | 52:22 | 1:19:22 | 12:54 | 09:33 |
 | Wind Lace | 254 | 61.95% | 87.9 | 57.87% | +10.43% | +1.51% | -0.73% | -0.19% | 08:36 | -01:30 | -01:24 | 07:02 | 12:58 | 39:22 | 14:22 | 10:38 |
 | Magic Wand | 303 | 73.90% | 86.4 | 56.77% | +10.98% | -4.14% | +5.07% | 1.45% | 10:53 | 00:27 | 07:00 | 10:11 | 13:21 | 36:48 | 06:21 | 04:42 |
 | Ring of Protection | 85 | 20.73% | 84.8 | 62.35% | +10.66% | -14.73% | -0.45% | 1.33% | 07:21 | -01:30 | -01:29 | -01:29 | 12:15 | 57:52 | 13:44 | 10:10 |
 | Magic Stick | 380 | 92.68% | 83.3 | 55.00% | +15.00% | -3.42% | -1.32% | 0.51% | 02:52 | -01:30 | -01:29 | 01:49 | 05:36 | 32:54 | 07:05 | 05:14 |
 | Chainmail | 76 | 18.54% | 81.8 | 61.84% | +9.74% | +17.11% | +11.84% | -0.44% | 21:10 | 06:23 | 14:23 | 19:19 | 26:26 | 50:59 | 12:03 | 08:55 |
 | Solar Crest | 42 | 10.24% | 80.3 | 66.67% | +14.22% | +15.15% | +3.33% | -1.42% | 26:24 | 14:59 | 20:38 | 25:32 | 28:59 | 47:06 | 08:21 | 06:11 |
 | Boots of Speed | 410 | 100.00% | 78.8 | 53.90% | +53.90% | +0.47% | +1.98% | 0.50% | 05:32 | -01:29 | 04:33 | 06:09 | 07:34 | 21:39 | 03:01 | 02:14 |
 | Medallion of Courage | 53 | 12.93% | 77.3 | 64.15% | +11.77% | +20.47% | +5.08% | -1.32% | 21:42 | 07:48 | 15:18 | 21:08 | 27:00 | 45:57 | 11:42 | 08:40 |
 | Force Staff | 146 | 35.61% | 75.8 | 56.85% | +4.58% | +5.31% | -9.63% | -1.18% | 29:50 | 16:20 | 23:12 | 28:58 | 35:52 | 51:58 | 12:40 | 09:22 |
 | Blight Stone | 52 | 12.68% | 74.2 | 63.46% | +10.95% | +28.85% | -1.92% | -2.68% | 21:09 | 07:46 | 14:28 | 20:29 | 25:58 | 45:57 | 11:30 | 08:31 |
 | Crown | 46 | 11.22% | 72.7 | 63.04% | +10.29% | +3.63% | +0.60% | -0.31% | 23:59 | 08:44 | 18:47 | 23:20 | 28:30 | 45:58 | 09:43 | 07:11 |
 | Fluffy Hat | 177 | 43.17% | 71.2 | 53.67% | -0.41% | +3.15% | -3.67% | -0.41% | 23:31 | 05:43 | 14:38 | 22:51 | 31:13 | 51:58 | 16:35 | 12:17 |
 | Buckler | 29 | 7.07% | 69.7 | 65.52% | +12.50% | +20.19% | -8.38% | -1.40% | 29:03 | -01:29 | 19:01 | 28:47 | 39:22 | 57:52 | 20:21 | 15:04 |
 | Lotus Orb | 22 | 5.37% | 68.2 | 68.18% | +15.09% | -1.51% | +11.82% | 1.69% | 34:42 | 25:14 | 29:53 | 34:07 | 37:46 | 50:14 | 07:53 | 05:50 |
 | Headdress | 47 | 11.46% | 66.7 | 57.45% | +4.01% | -24.12% | +34.22% | 6.30% | 19:35 | -01:29 | 14:16 | 17:17 | 23:32 | 50:59 | 09:16 | 06:51 |
 | Quelling Blade | 27 | 6.59% | 65.2 | 62.96% | +9.70% | +8.47% | -5.82% | -1.16% | 16:15 | -01:29 | 08:54 | 14:38 | 21:13 | 44:04 | 12:19 | 09:07 |
 | Tranquil Boots | 96 | 23.41% | 63.6 | 50.00% | -5.10% | +4.17% | 0.00% | -0.32% | 18:52 | 06:55 | 10:57 | 14:28 | 23:59 | 55:02 | 13:02 | 09:39 |
 | Aghanim's Scepter | 12 | 2.93% | 62.1 | 75.00% | +21.73% | +25.00% | -8.33% | -3.56% | 39:06 | 21:14 | 33:22 | 36:51 | 42:44 | 1:06:17 | 09:22 | 06:56 |
 | Ring of Basilius | 18 | 4.39% | 60.6 | 66.67% | +13.35% | -26.67% | +8.33% | 1.47% | 25:40 | 07:59 | 14:05 | 17:45 | 37:53 | 57:52 | 23:48 | 17:37 |
 | Mekansm | 23 | 5.61% | 59.1 | 60.87% | +7.38% | +5.80% | +39.13% | 2.62% | 25:16 | 15:21 | 18:23 | 21:56 | 31:05 | 50:59 | 12:42 | 09:24 |
 | Morbid Mask | 11 | 2.68% | 57.6 | 72.73% | +19.35% | -6.06% | -6.06% | 0.00% | 35:53 | 17:38 | 27:45 | 37:53 | 40:26 | 57:52 | 12:41 | 09:23 |
 | Vladmir's Offering | 11 | 2.68% | 56.1 | 72.73% | +19.35% | -6.06% | -6.06% | 0.00% | 37:05 | 19:25 | 28:04 | 38:26 | 40:46 | 57:52 | 12:42 | 09:24 |
 | Cornucopia | 11 | 2.68% | 54.5 | 72.73% | +19.35% | +27.27% | +27.27% | 0.00% | 44:05 | 30:18 | 36:29 | 44:37 | 51:11 | 57:48 | 14:42 | 10:53 |
 | Scythe of Vyse | 4 | 0.98% | 53.0 | 100.00% | +46.55% | 0.00% | 0.00% | 0.00% | 49:41 | 42:36 | 42:36 | 44:30 | 50:39 | 60:59 | 08:03 | 05:57 |
 | Aeon Disk | 14 | 3.41% | 51.5 | 64.29% | +10.75% | +10.71% | -30.96% | -3.45% | 48:08 | 35:47 | 40:43 | 48:13 | 52:48 | 59:17 | 12:05 | 08:57 |
 | Guardian Greaves | 12 | 2.93% | 50.0 | 66.67% | +13.15% | 0.00% | +33.33% | 2.00% | 32:52 | 21:31 | 24:44 | 29:35 | 41:23 | 52:03 | 16:39 | 12:20 |
 | Holy Locket | 19 | 4.63% | 48.5 | 57.89% | +4.18% | +2.11% | -17.89% | -5.41% | 20:25 | 14:17 | 17:26 | 18:53 | 21:08 | 32:31 | 03:42 | 02:44 |
 | Boots of Bearing | 10 | 2.44% | 47.0 | 70.00% | +16.50% | +30.00% | -20.00% | 0.00% | 38:20 | 25:51 | 30:39 | 36:34 | 47:02 | 52:50 | 16:23 | 12:08 |
 | Hand of Midas | 10 | 2.44% | 45.5 | 70.00% | +16.50% | +30.00% | -20.00% | 0.00% | 32:45 | 18:48 | 23:13 | 29:27 | 36:46 | 1:07:30 | 13:33 | 10:02 |
 | Boots of Travel | 9 | 2.20% | 43.9 | 66.67% | +13.05% | -16.67% | -16.67% | 0.00% | 49:19 | 29:50 | 32:05 | 47:33 | 58:04 | 1:10:02 | 25:59 | 19:14 |
 | Orb of Venom | 17 | 4.15% | 42.4 | 52.94% | -1.00% | +22.06% | -27.94% | 0.00% | 00:02 | -01:30 | -01:29 | -01:29 | -01:29 | 24:19 | 00:00 | 00:00 |
 | Diadem | 4 | 0.98% | 40.9 | 75.00% | +21.31% | +25.00% | +25.00% | 0.00% | 27:53 | 12:41 | 12:41 | 13:48 | 19:55 | 1:05:07 | 07:14 | 05:21 |
 | Pavise | 4 | 0.98% | 39.4 | 75.00% | +21.31% | +25.00% | +25.00% | 0.00% | 18:03 | 13:54 | 13:54 | 15:09 | 19:00 | 24:07 | 05:06 | 03:46 |
 | Linken's Sphere | 4 | 0.98% | 37.9 | 75.00% | +21.31% | +25.00% | +25.00% | 0.00% | 49:53 | 37:52 | 37:52 | 51:11 | 52:12 | 58:15 | 14:20 | 10:37 |
 | Octarine Core | 2 | 0.49% | 36.4 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 42:35 | 40:38 | 40:38 | 44:31 | 44:31 | 44:31 | 03:53 | 02:52 |
 | Aghanim's Blessing | 2 | 0.49% | 34.8 | 100.00% | +46.32% | 0.00% | 0.00% | 0.00% | 55:26 | 52:54 | 52:54 | 57:58 | 57:58 | 57:58 | 05:04 | 03:45 |
 | Ghost Scepter | 11 | 2.68% | 33.3 | 45.45% | -8.69% | +21.22% | -45.45% | 0.00% | 36:57 | 24:53 | 33:10 | 37:42 | 39:31 | 49:41 | 06:21 | 04:42 |
 | Glimmer Cape | 8 | 1.95% | 31.8 | 50.00% | -3.98% | 0.00% | -50.00% | 0.00% | 30:05 | 18:47 | 20:09 | 26:46 | 37:48 | 45:41 | 17:39 | 13:04 |
 | Eul's Scepter of Divinity | 5 | 1.22% | 30.3 | 60.00% | +6.17% | +40.00% | -60.00% | 0.00% | 40:17 | 22:59 | 22:59 | 46:57 | 48:35 | 50:18 | 25:36 | 18:57 |
 | Pipe of Insight | 6 | 1.46% | 28.8 | 50.00% | -3.96% | -50.00% | -50.00% | 0.00% | 33:24 | 24:33 | 29:53 | 30:52 | 38:52 | 39:16 | 08:59 | 06:39 |
 | Wraith Pact | 3 | 0.73% | 27.3 | 66.67% | +12.86% | +33.33% | 0.00% | 0.00% | 41:00 | 32:48 | 32:48 | 43:09 | 47:04 | 47:04 | 14:16 | 10:34 |
 | Veil of Discord | 3 | 0.73% | 25.8 | 66.67% | +12.86% | +33.33% | 0.00% | 0.00% | 27:49 | 20:39 | 20:39 | 23:21 | 39:27 | 39:27 | 18:48 | 13:55 |
 | Helm of Iron Will | 1 | 0.24% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.24% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.24% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:28 | 1:05:28 | 1:05:28 | 1:05:28 | 1:05:28 | 1:05:28 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.24% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.24% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.24% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.24% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 29:07 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.24% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Meteor Hammer | 2 | 0.49% | 12.1 | 50.00% | -3.92% | -50.00% | 0.00% | 0.00% | 17:26 | 16:25 | 16:25 | 18:27 | 18:27 | 18:27 | 02:02 | 01:30 |
 | Wind Waker | 2 | 0.49% | 10.6 | 50.00% | -3.92% | +50.00% | 0.00% | 0.00% | 1:07:12 | 1:03:38 | 1:03:38 | 1:10:45 | 1:10:45 | 1:10:45 | 07:07 | 05:16 |
 | Heaven's Halberd | 3 | 0.73% | 9.1 | 33.33% | -20.72% | +66.67% | 0.00% | 0.00% | 40:03 | 35:26 | 35:26 | 39:24 | 45:19 | 45:19 | 09:53 | 07:19 |
 | Wraith Band | 3 | 0.73% | 7.6 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 25:18 | 10:01 | 10:01 | 26:53 | 39:01 | 39:01 | 29:00 | 21:28 |
 | Hood of Defiance | 3 | 0.73% | 6.1 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 29:17 | 21:51 | 21:51 | 30:27 | 35:33 | 35:33 | 13:42 | 10:08 |
 | Sange | 3 | 0.73% | 4.5 | 33.33% | -20.72% | +66.67% | 0.00% | 0.00% | 38:49 | 32:21 | 32:21 | 39:00 | 45:05 | 45:05 | 12:44 | 09:25 |
 | Bracer | 1 | 0.24% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.24% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 00:00 | 00:00 |