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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 | |
 | Aeon Disk | 49 | 21.78% | 100.0 | 75.51% | +29.49% | +7.82% | -8.84% | -1.65% | 36:03 | 21:18 | 30:10 | 36:11 | 40:15 | 51:55 | 10:05 | 07:28 |
 | Ring of Health | 61 | 27.11% | 98.3 | 68.85% | +22.51% | -28.85% | +4.48% | 2.88% | 30:00 | 12:20 | 24:06 | 30:32 | 35:40 | 48:56 | 11:34 | 08:34 |
 | Aghanim's Shard | 190 | 84.44% | 96.6 | 56.84% | +28.27% | -4.76% | +0.61% | 0.76% | 21:39 | 15:01 | 17:35 | 20:24 | 24:39 | 45:48 | 07:04 | 05:14 |
 | Void Stone | 94 | 41.78% | 94.9 | 59.57% | +12.24% | -1.24% | +5.65% | 0.45% | 26:45 | 10:19 | 19:12 | 25:32 | 34:38 | 45:47 | 15:26 | 11:25 |
 | Magic Stick | 199 | 88.44% | 93.2 | 54.27% | +15.81% | -0.27% | -0.27% | 0.00% | 04:09 | -01:29 | -01:29 | 03:03 | 08:27 | 21:53 | 09:56 | 07:21 |
 | Tranquil Boots | 214 | 95.11% | 91.5 | 53.27% | +16.91% | -3.27% | -4.21% | -0.25% | 10:13 | 04:09 | 07:34 | 09:30 | 11:21 | 39:16 | 03:47 | 02:48 |
 | Refresher Orb | 32 | 14.22% | 89.8 | 65.63% | +15.37% | -28.13% | -15.63% | 1.96% | 36:34 | 26:59 | 32:45 | 35:12 | 39:08 | 52:33 | 06:23 | 04:43 |
 | Wind Lace | 218 | 96.89% | 88.1 | 52.75% | +9.89% | -0.02% | -8.31% | -1.94% | 07:59 | -01:29 | 05:24 | 07:29 | 09:40 | 37:47 | 04:16 | 03:09 |
 | Force Staff | 23 | 10.22% | 86.4 | 69.57% | +19.07% | -19.57% | -2.90% | 1.82% | 23:40 | 12:35 | 18:02 | 24:54 | 27:11 | 38:07 | 09:09 | 06:46 |
 | Boots of Speed | 225 | 100.00% | 84.7 | 52.44% | +52.44% | +4.70% | -2.44% | -1.90% | 07:09 | -01:29 | 05:24 | 07:12 | 09:09 | 17:51 | 03:45 | 02:46 |
 | Magic Wand | 159 | 70.67% | 83.1 | 53.46% | +3.46% | -0.96% | -3.46% | -0.61% | 10:48 | 02:03 | 08:38 | 10:45 | 12:42 | 30:13 | 04:04 | 03:00 |
 | Fluffy Hat | 47 | 20.89% | 81.4 | 59.57% | +9.01% | -9.57% | +7.10% | 1.61% | 18:04 | -01:29 | 12:18 | 17:34 | 22:38 | 33:49 | 10:20 | 07:39 |
 | Eul's Scepter of Divinity | 34 | 15.11% | 79.7 | 61.76% | +10.97% | +27.13% | +0.74% | -4.74% | 22:55 | 16:45 | 19:09 | 21:54 | 24:43 | 36:04 | 05:34 | 04:07 |
 | Ring of Basilius | 34 | 15.11% | 78.0 | 61.76% | +10.97% | +4.91% | +0.74% | -0.33% | 15:53 | -01:29 | 11:25 | 13:11 | 23:54 | 30:07 | 12:29 | 09:14 |
 | Holy Locket | 10 | 4.44% | 76.3 | 80.00% | +28.84% | +20.00% | -80.00% | 0.00% | 26:36 | 21:17 | 23:31 | 24:10 | 27:11 | 40:29 | 03:40 | 02:42 |
 | Shiva's Guard | 23 | 10.22% | 74.6 | 65.22% | +14.23% | +18.11% | +18.11% | 0.00% | 33:00 | 20:56 | 26:25 | 33:05 | 36:43 | 48:42 | 10:18 | 07:37 |
 | Spirit Vessel | 53 | 23.56% | 72.9 | 54.72% | +2.98% | -8.57% | -16.26% | -1.47% | 19:45 | 08:58 | 16:34 | 19:16 | 21:48 | 40:26 | 05:14 | 03:52 |
 | Ring of Protection | 91 | 40.44% | 71.2 | 50.55% | -3.18% | -11.42% | +1.62% | 1.39% | 08:12 | -01:29 | 02:50 | 09:43 | 12:13 | 28:59 | 09:23 | 06:57 |
 | Headdress | 45 | 20.00% | 69.5 | 53.33% | +1.11% | -26.06% | +19.40% | 27.28% | 03:40 | -01:29 | -01:29 | -01:29 | 03:09 | 34:23 | 04:38 | 03:25 |
 | Wraith Pact | 9 | 4.00% | 67.8 | 77.78% | +26.39% | +22.22% | -27.78% | 0.00% | 27:06 | 21:07 | 21:25 | 27:39 | 29:27 | 33:55 | 08:02 | 05:57 |
 | Urn of Shadows | 76 | 33.78% | 66.1 | 47.37% | -7.66% | -5.26% | -10.53% | -0.91% | 10:48 | 03:40 | 07:21 | 11:01 | 13:08 | 22:05 | 05:47 | 04:17 |
 | Crown | 17 | 7.56% | 64.4 | 58.82% | +6.90% | -8.82% | -8.82% | 0.00% | 17:11 | 08:33 | 13:03 | 16:24 | 20:17 | 30:07 | 07:14 | 05:21 |
 | Buckler | 13 | 5.78% | 62.7 | 61.54% | +9.65% | +38.46% | -28.21% | -5.21% | 20:06 | 12:22 | 13:12 | 22:23 | 26:00 | 28:59 | 12:48 | 09:28 |
 | Morbid Mask | 13 | 5.78% | 61.0 | 61.54% | +9.65% | +38.46% | +5.13% | -2.72% | 23:21 | 14:35 | 16:45 | 24:54 | 28:59 | 31:53 | 12:14 | 09:03 |
 | Vladmir's Offering | 13 | 5.78% | 59.3 | 61.54% | +9.65% | +38.46% | +5.13% | -2.91% | 24:14 | 16:16 | 17:32 | 25:43 | 28:59 | 32:04 | 11:27 | 08:28 |
 | Sange | 11 | 4.89% | 57.6 | 63.64% | +11.77% | +3.03% | +3.03% | 0.00% | 25:37 | 13:06 | 19:15 | 25:15 | 28:07 | 43:13 | 08:52 | 06:34 |
 | Lotus Orb | 11 | 4.89% | 55.9 | 63.64% | +11.77% | -30.31% | +3.03% | 2.90% | 31:21 | 20:05 | 24:38 | 32:15 | 36:08 | 38:47 | 11:30 | 08:31 |
 | Pipe of Insight | 3 | 1.33% | 54.2 | 100.00% | +48.20% | 0.00% | 0.00% | 0.00% | 21:34 | 17:08 | 17:08 | 22:43 | 24:52 | 24:52 | 07:44 | 05:43 |
 | Hood of Defiance | 3 | 1.33% | 52.5 | 100.00% | +48.20% | 0.00% | 0.00% | 0.00% | 18:27 | 12:20 | 12:20 | 21:19 | 21:42 | 21:42 | 09:22 | 06:56 |
 | Black King Bar | 12 | 5.33% | 50.8 | 58.33% | +6.22% | -25.00% | +41.67% | 10.58% | 29:13 | 17:38 | 22:55 | 24:17 | 29:13 | 59:52 | 06:18 | 04:40 |
 | Veil of Discord | 15 | 6.67% | 49.2 | 53.33% | +0.95% | -28.33% | -3.33% | 3.90% | 19:06 | 08:53 | 15:23 | 18:40 | 21:48 | 30:08 | 06:25 | 04:45 |
 | Heaven's Halberd | 10 | 4.44% | 47.5 | 60.00% | +7.91% | +6.67% | -10.00% | 0.00% | 28:17 | 19:54 | 25:00 | 26:59 | 32:50 | 36:02 | 07:50 | 05:48 |
 | Ethereal Blade | 2 | 0.89% | 45.8 | 100.00% | +47.98% | 0.00% | 0.00% | 0.00% | 35:35 | 33:31 | 33:31 | 37:38 | 37:38 | 37:38 | 04:07 | 03:02 |
 | Blight Stone | 2 | 0.89% | 44.1 | 100.00% | +47.98% | 0.00% | 0.00% | 0.00% | 41:07 | 36:17 | 36:17 | 45:56 | 45:56 | 45:56 | 09:39 | 07:08 |
 | Scythe of Vyse | 8 | 3.56% | 42.4 | 50.00% | -2.53% | -50.00% | -50.00% | 0.00% | 34:05 | 23:02 | 27:37 | 34:03 | 39:14 | 41:25 | 11:37 | 08:36 |
 | Null Talisman | 5 | 2.22% | 40.7 | 60.00% | +7.73% | +40.00% | +40.00% | 0.00% | 09:06 | 01:46 | 01:46 | 12:20 | 14:35 | 14:50 | 12:49 | 09:29 |
 | Ghost Scepter | 9 | 4.00% | 39.0 | 44.44% | -8.34% | +5.56% | -44.44% | 0.00% | 32:35 | 21:54 | 23:54 | 35:28 | 36:34 | 38:57 | 12:40 | 09:22 |
 | Arcane Boots | 3 | 1.33% | 37.3 | 66.67% | +14.42% | +33.33% | 0.00% | 0.00% | 32:43 | 15:48 | 15:48 | 35:16 | 47:06 | 47:06 | 31:18 | 23:11 |
 | Kaya | 3 | 1.33% | 35.6 | 66.67% | +14.42% | +33.33% | 0.00% | 0.00% | 23:56 | 14:19 | 14:19 | 14:19 | 43:10 | 43:10 | 28:51 | 21:22 |
 | Hand of Midas | 7 | 3.11% | 33.9 | 42.86% | -9.89% | -42.86% | +57.14% | 0.00% | 16:07 | 12:06 | 12:16 | 16:33 | 18:15 | 20:31 | 05:59 | 04:25 |
 | Kaya and Sange | 1 | 0.44% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Bottle | 1 | 0.44% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.44% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.44% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.44% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Desolator | 1 | 0.44% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 00:00 | 00:00 |
 | Blink Dagger | 6 | 2.67% | 22.0 | 33.33% | -19.64% | -33.33% | -33.33% | 0.00% | 42:23 | 23:24 | 35:05 | 39:28 | 52:39 | 1:02:16 | 17:34 | 13:00 |
 | Chainmail | 2 | 0.89% | 20.3 | 50.00% | -2.47% | +50.00% | 0.00% | 0.00% | 18:19 | 15:05 | 15:05 | 21:33 | 21:33 | 21:33 | 06:28 | 04:47 |
 | Mekansm | 2 | 0.89% | 18.6 | 50.00% | -2.47% | +50.00% | 0.00% | 0.00% | 19:53 | 17:09 | 17:09 | 22:36 | 22:36 | 22:36 | 05:27 | 04:02 |
 | Bracer | 12 | 5.33% | 16.9 | 16.67% | -37.79% | +16.66% | -16.67% | -33.33% | 00:28 | -01:29 | -01:29 | -01:28 | 01:24 | 08:45 | 02:53 | 02:08 |
 | Aghanim's Scepter | 4 | 1.78% | 15.3 | 25.00% | -27.94% | -25.00% | -25.00% | 0.00% | 44:30 | 34:09 | 34:09 | 41:51 | 49:45 | 52:16 | 15:36 | 11:33 |
 | Glimmer Cape | 5 | 2.22% | 13.6 | 20.00% | -33.18% | +80.00% | -20.00% | 0.00% | 30:20 | 27:16 | 27:16 | 28:30 | 29:57 | 37:35 | 02:41 | 01:59 |
 | Quelling Blade | 8 | 3.56% | 11.9 | 12.50% | -41.42% | -12.50% | +37.50% | 0.00% | 02:28 | -01:29 | -01:29 | -01:29 | 07:49 | 10:14 | 09:18 | 06:53 |
 | Crimson Guard | 1 | 0.44% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.44% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.44% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.44% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.44% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.44% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |