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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 | |
 | Glimmer Cape | 46 | 24.34% | 100.0 | 65.22% | +23.96% | +26.45% | -10.67% | -3.52% | 24:38 | 14:30 | 17:59 | 24:03 | 28:31 | 53:34 | 10:32 | 07:48 |
 | Ring of Health | 29 | 15.34% | 98.5 | 68.97% | +25.84% | +16.74% | -11.83% | -3.11% | 20:58 | 10:08 | 14:44 | 18:21 | 23:55 | 45:21 | 09:11 | 06:48 |
 | Headdress | 23 | 12.17% | 97.0 | 69.57% | +25.59% | -2.90% | -2.90% | 0.00% | 23:13 | 12:08 | 16:13 | 22:33 | 27:15 | 41:56 | 11:02 | 08:10 |
 | Boots of Bearing | 35 | 18.52% | 95.5 | 62.86% | +19.35% | -7.30% | -18.42% | -1.11% | 28:02 | 18:46 | 21:48 | 26:49 | 31:50 | 42:06 | 10:02 | 07:25 |
 | Hood of Defiance | 22 | 11.64% | 93.9 | 68.18% | +23.87% | +31.82% | -28.18% | -11.25% | 18:50 | 10:23 | 14:57 | 17:41 | 20:17 | 39:42 | 05:20 | 03:57 |
 | Holy Locket | 5 | 2.65% | 92.4 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 28:02 | 23:13 | 23:13 | 28:30 | 29:43 | 34:17 | 06:30 | 04:48 |
 | Pipe of Insight | 17 | 8.99% | 90.9 | 70.59% | +25.82% | +29.41% | +4.41% | -3.83% | 26:30 | 16:11 | 21:09 | 25:32 | 27:41 | 42:23 | 06:32 | 04:50 |
 | Magic Wand | 181 | 95.77% | 89.4 | 48.07% | +23.07% | +9.71% | -8.07% | -4.37% | 07:40 | -01:29 | 05:15 | 07:12 | 09:19 | 28:18 | 04:04 | 03:00 |
 | Magic Stick | 185 | 97.88% | 87.9 | 47.57% | +22.57% | +4.60% | -10.61% | -3.83% | 02:26 | -01:30 | -01:29 | 01:24 | 05:27 | 23:19 | 06:56 | 05:08 |
 | Boots of Speed | 188 | 99.47% | 86.4 | 47.34% | +47.34% | -2.66% | -11.17% | -2.43% | 07:12 | -01:29 | 04:46 | 06:34 | 08:16 | 28:39 | 03:30 | 02:35 |
 | Fluffy Hat | 173 | 91.53% | 84.8 | 47.40% | +3.65% | -0.89% | -5.54% | -0.53% | 13:58 | -01:29 | 08:54 | 11:43 | 17:44 | 50:35 | 08:50 | 06:32 |
 | Force Staff | 148 | 78.31% | 83.3 | 47.97% | +4.07% | +8.79% | -10.13% | -2.31% | 24:40 | 12:57 | 19:43 | 23:34 | 27:55 | 53:36 | 08:12 | 06:04 |
 | Wind Lace | 71 | 37.57% | 81.8 | 50.70% | +5.78% | -0.70% | +15.97% | 1.42% | 15:29 | -01:29 | 07:24 | 12:45 | 19:09 | 55:59 | 11:45 | 08:42 |
 | Dragon Lance | 105 | 55.56% | 80.3 | 47.62% | +1.19% | +6.23% | +13.92% | 0.60% | 25:18 | 13:05 | 18:47 | 24:10 | 31:34 | 47:46 | 12:47 | 09:28 |
 | Tranquil Boots | 45 | 23.81% | 78.8 | 53.33% | +8.19% | -16.97% | -7.88% | 0.67% | 20:13 | 08:04 | 11:47 | 20:27 | 25:16 | 41:45 | 13:29 | 09:59 |
 | Drum of Endurance | 59 | 31.22% | 77.3 | 50.85% | +5.47% | -4.18% | +2.48% | 0.60% | 21:16 | 09:23 | 14:31 | 17:33 | 25:41 | 55:59 | 11:10 | 08:16 |
 | Power Treads | 101 | 53.44% | 75.8 | 46.53% | -1.20% | +5.47% | +1.47% | -0.57% | 16:23 | 07:33 | 11:41 | 13:33 | 18:45 | 44:25 | 07:04 | 05:14 |
 | Hurricane Pike | 88 | 46.56% | 74.2 | 46.59% | -0.93% | +7.96% | +7.96% | 0.00% | 31:02 | 17:39 | 25:35 | 30:23 | 35:29 | 53:52 | 09:54 | 07:20 |
 | Void Stone | 14 | 7.41% | 72.7 | 64.29% | +18.58% | -14.29% | +2.38% | 0.99% | 33:20 | 10:36 | 22:55 | 27:19 | 39:41 | 1:03:56 | 16:46 | 12:25 |
 | Lotus Orb | 6 | 3.17% | 71.2 | 83.33% | +37.43% | +16.67% | +16.67% | 0.00% | 38:24 | 29:44 | 30:58 | 36:05 | 45:21 | 50:33 | 14:23 | 10:39 |
 | Ring of Protection | 18 | 9.52% | 69.7 | 55.56% | +9.36% | +24.44% | -30.56% | -1.41% | 22:06 | -01:29 | -01:20 | 24:54 | 40:25 | 42:50 | 41:45 | 30:55 |
 | Arcane Boots | 5 | 2.65% | 68.2 | 80.00% | +33.80% | +20.00% | +20.00% | 0.00% | 23:09 | 17:04 | 17:04 | 23:04 | 24:01 | 30:51 | 06:57 | 05:08 |
 | Black King Bar | 13 | 6.88% | 66.7 | 53.85% | +7.26% | +12.82% | -20.52% | -2.63% | 38:29 | 28:36 | 32:18 | 37:45 | 44:58 | 50:00 | 12:40 | 09:22 |
 | Vladmir's Offering | 8 | 4.23% | 65.2 | 62.50% | +16.09% | -12.50% | -62.50% | -8.72% | 39:56 | 34:35 | 35:39 | 39:34 | 41:23 | 47:47 | 05:44 | 04:14 |
 | Wraith Band | 32 | 16.93% | 63.6 | 40.63% | -7.78% | +9.37% | -15.63% | -2.22% | 22:43 | 02:44 | 17:36 | 23:41 | 28:51 | 38:13 | 11:15 | 08:20 |
 | Buckler | 12 | 6.35% | 62.1 | 50.00% | +3.11% | +16.67% | -16.67% | -2.14% | 33:18 | 03:53 | 24:54 | 34:28 | 40:30 | 42:50 | 15:36 | 11:33 |
 | Aghanim's Shard | 19 | 10.05% | 60.6 | 42.11% | -5.54% | -22.11% | +17.89% | 5.69% | 25:08 | 15:03 | 17:51 | 21:27 | 24:53 | 1:11:49 | 07:02 | 05:12 |
 | Mage Slayer | 4 | 2.12% | 59.1 | 75.00% | +28.51% | +25.00% | -75.00% | 0.00% | 41:00 | 28:05 | 28:05 | 32:29 | 45:39 | 57:48 | 17:34 | 13:00 |
 | Ring of Basilius | 10 | 5.29% | 57.6 | 50.00% | +3.07% | -16.67% | -50.00% | -0.93% | 28:57 | 01:22 | 05:21 | 34:55 | 41:22 | 47:24 | 36:01 | 26:40 |
 | Morbid Mask | 7 | 3.70% | 56.1 | 57.14% | +10.44% | -7.14% | -57.14% | -7.73% | 39:49 | 34:29 | 34:55 | 40:25 | 41:23 | 47:25 | 06:28 | 04:47 |
 | Linken's Sphere | 2 | 1.06% | 54.5 | 100.00% | +53.48% | 0.00% | 0.00% | 0.00% | 39:51 | 33:27 | 33:27 | 46:14 | 46:14 | 46:14 | 12:47 | 09:28 |
 | Blight Stone | 23 | 12.17% | 53.0 | 34.78% | -14.02% | -1.45% | -1.45% | 0.00% | 05:06 | -01:29 | -01:29 | -01:29 | -01:21 | 31:17 | 00:08 | 00:05 |
 | Medallion of Courage | 8 | 4.23% | 51.5 | 50.00% | +3.04% | 0.00% | -50.00% | -2.46% | 19:51 | 07:53 | 08:23 | 16:42 | 28:41 | 31:30 | 20:18 | 15:02 |
 | Ghost Scepter | 8 | 4.23% | 50.0 | 50.00% | +3.04% | 0.00% | 0.00% | 0.00% | 32:53 | 22:59 | 27:08 | 31:33 | 31:43 | 56:02 | 04:35 | 03:23 |
 | Scythe of Vyse | 5 | 2.65% | 48.5 | 60.00% | +13.26% | +40.00% | -60.00% | 0.00% | 48:50 | 36:18 | 36:18 | 40:00 | 1:03:48 | 1:04:13 | 27:30 | 20:22 |
 | Chainmail | 13 | 6.88% | 47.0 | 38.46% | -9.27% | -5.13% | -5.13% | 0.00% | 22:54 | 05:30 | 12:23 | 27:19 | 29:36 | 38:37 | 17:13 | 12:45 |
 | Bracer | 4 | 2.12% | 45.5 | 50.00% | +2.97% | +50.00% | -50.00% | 0.00% | 15:45 | 07:47 | 07:47 | 10:12 | 18:42 | 26:19 | 10:55 | 08:05 |
 | Wraith Pact | 4 | 2.12% | 43.9 | 50.00% | +2.97% | +50.00% | -50.00% | 0.00% | 45:57 | 42:10 | 42:10 | 42:37 | 48:47 | 50:13 | 06:37 | 04:54 |
 | Quelling Blade | 9 | 4.76% | 42.4 | 33.33% | -14.45% | +16.67% | +16.67% | 0.00% | 10:35 | -01:29 | -01:29 | 07:14 | 08:21 | 36:28 | 09:50 | 07:17 |
 | Maelstrom | 1 | 0.53% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.53% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.53% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.53% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.53% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.53% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.53% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Moon Shard | 6 | 3.17% | 30.3 | 33.33% | -14.21% | +66.67% | -33.33% | 0.00% | 45:17 | 35:35 | 39:05 | 42:09 | 46:56 | 1:05:22 | 07:51 | 05:48 |
 | Aghanim's Scepter | 6 | 3.17% | 28.8 | 33.33% | -14.21% | -33.33% | +66.67% | 0.00% | 34:59 | 17:00 | 17:12 | 36:02 | 49:51 | 51:11 | 32:39 | 24:11 |
 | Heaven's Halberd | 2 | 1.06% | 27.3 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 33:22 | 27:01 | 27:01 | 39:43 | 39:43 | 39:43 | 12:42 | 09:24 |
 | Sange | 2 | 1.06% | 25.8 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 30:24 | 21:54 | 21:54 | 38:53 | 38:53 | 38:53 | 16:59 | 12:34 |
 | Orchid Malevolence | 2 | 1.06% | 24.2 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 23:54 | 20:15 | 20:15 | 27:33 | 27:33 | 27:33 | 07:18 | 05:24 |
 | Null Talisman | 2 | 1.06% | 22.7 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 11:59 | 05:21 | 05:21 | 18:36 | 18:36 | 18:36 | 13:15 | 09:48 |
 | Witch Blade | 3 | 1.59% | 21.2 | 33.33% | -13.98% | -33.33% | 0.00% | 0.00% | 36:14 | 31:57 | 31:57 | 38:09 | 38:37 | 38:37 | 06:40 | 04:56 |
 | Falcon Blade | 4 | 2.12% | 19.7 | 25.00% | -22.57% | -25.00% | +75.00% | 0.00% | 12:47 | 06:39 | 06:39 | 07:36 | 13:53 | 22:59 | 07:14 | 05:21 |
 | Solar Crest | 5 | 2.65% | 18.2 | 20.00% | -27.83% | -20.00% | -20.00% | 0.00% | 28:14 | 14:56 | 14:56 | 34:43 | 34:48 | 36:01 | 19:52 | 14:42 |
 | Crown | 5 | 2.65% | 16.7 | 20.00% | -27.83% | -20.00% | -20.00% | 0.00% | 26:16 | 10:33 | 10:33 | 31:00 | 34:06 | 35:39 | 23:33 | 17:26 |
 | Overwhelming Blink | 1 | 0.53% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.53% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:03 | 60:03 | 60:03 | 60:03 | 60:03 | 60:03 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.06% | 12.1 | 0.00% | -47.59% | 0.00% | 0.00% | 0.00% | 1:07:44 | 57:47 | 57:47 | 1:17:40 | 1:17:40 | 1:17:40 | 19:53 | 14:43 |
 | Bloodthorn | 1 | 0.53% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:56 | 57:56 | 57:56 | 57:56 | 57:56 | 57:56 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.53% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:37 | 1:22:37 | 1:22:37 | 1:22:37 | 1:22:37 | 1:22:37 | 00:00 | 00:00 |
 | Monkey King Bar | 4 | 2.12% | 7.6 | 0.00% | -48.11% | 0.00% | 0.00% | 0.00% | 42:42 | 35:11 | 35:11 | 42:19 | 46:15 | 47:01 | 11:04 | 08:11 |
 | Mekansm | 2 | 1.06% | 6.1 | 0.00% | -47.59% | 0.00% | 0.00% | 0.00% | 24:29 | 16:11 | 16:11 | 32:46 | 32:46 | 32:46 | 16:35 | 12:17 |
 | Hand of Midas | 1 | 0.53% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Javelin | 5 | 2.65% | 3.0 | 0.00% | -48.37% | 0.00% | 0.00% | 0.00% | 41:03 | 34:44 | 34:44 | 41:40 | 45:31 | 45:54 | 10:47 | 07:59 |
 | Pavise | 1 | 0.53% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 00:00 | 00:00 |