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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 | |
 | Aghanim's Scepter | 42 | 32.06% | 100.0 | 73.81% | +41.23% | +17.10% | -33.81% | -7.89% | 29:38 | 18:24 | 26:08 | 29:12 | 32:35 | 39:17 | 06:27 | 04:46 |
 | Urn of Shadows | 14 | 10.69% | 98.4 | 78.57% | +36.69% | +21.43% | -11.90% | -8.81% | 07:07 | 02:21 | 05:24 | 07:21 | 09:11 | 10:50 | 03:47 | 02:48 |
 | Shiva's Guard | 11 | 8.40% | 96.7 | 81.82% | +39.32% | +18.18% | +18.18% | 0.00% | 33:20 | 25:22 | 30:30 | 33:02 | 33:57 | 47:32 | 03:27 | 02:33 |
 | Ring of Health | 23 | 17.56% | 95.1 | 69.57% | +28.83% | -2.90% | -36.24% | -4.09% | 34:59 | 20:53 | 30:06 | 34:26 | 38:15 | 57:03 | 08:09 | 06:02 |
 | Linken's Sphere | 15 | 11.45% | 93.4 | 73.33% | +31.09% | +1.67% | -23.33% | -2.43% | 32:30 | 20:53 | 25:33 | 32:17 | 35:50 | 45:59 | 10:17 | 07:37 |
 | Ring of Protection | 17 | 12.98% | 91.8 | 70.59% | +28.48% | +4.41% | -20.59% | -4.42% | 05:52 | -01:29 | 01:53 | 06:11 | 07:32 | 24:58 | 05:39 | 04:11 |
 | Void Stone | 58 | 44.27% | 90.2 | 56.90% | +19.91% | -10.23% | +0.24% | 0.87% | 25:46 | 11:24 | 19:00 | 21:41 | 31:01 | 57:03 | 12:01 | 08:54 |
 | Magic Wand | 121 | 92.37% | 88.5 | 46.28% | +6.28% | +0.39% | -2.95% | -0.79% | 08:22 | -01:29 | 05:52 | 07:52 | 10:05 | 26:22 | 04:13 | 03:07 |
 | Boots of Speed | 131 | 100.00% | 86.9 | 45.80% | +45.80% | -6.41% | -0.35% | 4.33% | 04:56 | 01:13 | 04:18 | 05:06 | 05:42 | 07:45 | 01:24 | 01:02 |
 | Quelling Blade | 129 | 98.47% | 85.2 | 45.74% | -4.26% | -1.99% | -8.24% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:52 | 00:00 | 00:00 |
 | Black King Bar | 84 | 64.12% | 83.6 | 47.62% | +5.07% | +23.81% | -9.52% | -5.19% | 25:47 | 16:58 | 22:07 | 24:27 | 28:32 | 45:52 | 06:25 | 04:45 |
 | Bottle | 123 | 93.89% | 82.0 | 44.72% | -17.78% | -9.24% | -2.78% | 4.97% | 03:24 | 01:21 | 02:12 | 02:41 | 03:30 | 14:21 | 01:18 | 00:57 |
 | Magic Stick | 126 | 96.18% | 80.3 | 44.44% | -35.56% | -6.94% | +3.95% | 2.20% | 05:45 | -01:29 | 03:17 | 05:19 | 08:14 | 18:36 | 04:57 | 03:40 |
 | Chainmail | 112 | 85.50% | 78.7 | 44.64% | -7.99% | -8.93% | -1.78% | 3.46% | 08:21 | 04:46 | 07:06 | 08:06 | 09:10 | 18:47 | 02:04 | 01:31 |
 | Phase Boots | 112 | 85.50% | 77.0 | 44.64% | -7.99% | -5.35% | +1.79% | 3.48% | 09:06 | 05:11 | 07:50 | 08:41 | 09:53 | 18:47 | 02:03 | 01:31 |
 | Orb of Corrosion | 27 | 20.61% | 75.4 | 55.56% | +12.29% | +15.87% | -12.70% | -4.74% | 08:33 | 02:12 | 04:12 | 08:48 | 10:14 | 26:59 | 06:02 | 04:28 |
 | Blight Stone | 46 | 35.11% | 73.8 | 50.00% | +6.47% | 0.00% | -13.64% | -1.89% | 06:51 | -01:29 | 02:20 | 05:37 | 09:34 | 26:32 | 07:14 | 05:21 |
 | Maelstrom | 86 | 65.65% | 72.1 | 45.35% | -1.32% | +22.83% | -7.25% | -8.55% | 17:22 | 12:08 | 14:50 | 16:21 | 18:21 | 32:27 | 03:31 | 02:36 |
 | Fluffy Hat | 30 | 22.90% | 70.5 | 53.33% | +9.77% | +21.67% | -24.76% | -5.90% | 07:39 | 01:07 | 02:46 | 07:35 | 10:38 | 26:59 | 07:52 | 05:49 |
 | Refresher Orb | 8 | 6.11% | 68.9 | 75.00% | +31.10% | +25.00% | -25.00% | 0.00% | 42:11 | 33:58 | 34:46 | 38:16 | 43:57 | 57:16 | 09:11 | 06:48 |
 | Javelin | 88 | 67.18% | 67.2 | 44.32% | -4.52% | -7.96% | -3.41% | 1.01% | 14:41 | 08:26 | 11:45 | 13:28 | 16:14 | 32:22 | 04:29 | 03:19 |
 | Orb of Venom | 28 | 21.37% | 65.6 | 53.57% | +9.88% | -10.71% | -10.71% | 0.00% | 07:12 | -01:29 | 01:33 | 07:04 | 09:34 | 26:32 | 08:01 | 05:56 |
 | Wind Lace | 42 | 32.06% | 63.9 | 47.62% | +2.68% | +6.93% | +22.38% | 2.27% | 15:38 | 04:14 | 11:51 | 15:12 | 18:39 | 31:12 | 06:48 | 05:02 |
 | Wraith Band | 86 | 65.65% | 62.3 | 41.86% | -11.47% | -5.50% | +5.76% | 3.20% | 04:43 | -01:29 | 02:15 | 03:46 | 05:46 | 19:56 | 03:31 | 02:36 |
 | Eul's Scepter of Divinity | 35 | 26.72% | 60.7 | 48.57% | +3.78% | +6.99% | +18.10% | 2.65% | 20:12 | 14:08 | 17:33 | 19:59 | 21:45 | 34:29 | 04:12 | 03:06 |
 | Spirit Vessel | 9 | 6.87% | 59.0 | 66.67% | +22.41% | +33.33% | -16.67% | -16.76% | 13:41 | 11:18 | 11:25 | 13:58 | 14:24 | 16:21 | 02:59 | 02:12 |
 | Octarine Core | 3 | 2.29% | 57.4 | 100.00% | +55.47% | 0.00% | 0.00% | 0.00% | 45:34 | 26:54 | 26:54 | 42:19 | 1:07:30 | 1:07:30 | 40:36 | 30:04 |
 | Sange | 3 | 2.29% | 55.7 | 100.00% | +55.47% | 0.00% | 0.00% | 0.00% | 28:51 | 20:26 | 20:26 | 33:00 | 33:07 | 33:07 | 12:41 | 09:23 |
 | Aether Lens | 3 | 2.29% | 54.1 | 100.00% | +55.47% | 0.00% | 0.00% | 0.00% | 45:32 | 26:54 | 26:54 | 42:12 | 1:07:29 | 1:07:29 | 40:35 | 30:03 |
 | Aghanim's Blessing | 3 | 2.29% | 52.5 | 100.00% | +55.47% | 0.00% | 0.00% | 0.00% | 56:35 | 56:10 | 56:10 | 56:12 | 57:22 | 57:22 | 01:12 | 00:53 |
 | Power Treads | 12 | 9.16% | 50.8 | 58.33% | +13.79% | -25.00% | +8.34% | 15.15% | 09:30 | 07:20 | 07:46 | 08:56 | 09:58 | 14:04 | 02:12 | 01:37 |
 | Crown | 10 | 7.63% | 49.2 | 60.00% | +15.37% | -26.67% | +40.00% | 3.12% | 36:44 | 24:09 | 27:09 | 32:55 | 48:32 | 56:11 | 21:23 | 15:50 |
 | Rod of Atos | 10 | 7.63% | 47.5 | 60.00% | +15.37% | -26.67% | +40.00% | 3.12% | 36:53 | 24:10 | 27:09 | 32:56 | 48:33 | 56:11 | 21:24 | 15:51 |
 | Gleipnir | 8 | 6.11% | 45.9 | 62.50% | +17.78% | -12.50% | +37.50% | 0.00% | 40:30 | 28:13 | 30:56 | 33:46 | 48:56 | 56:12 | 18:00 | 13:20 |
 | Desolator | 15 | 11.45% | 44.3 | 46.67% | +0.98% | +28.33% | +3.33% | -8.20% | 19:39 | 12:29 | 17:57 | 19:35 | 21:00 | 27:50 | 03:03 | 02:15 |
 | Aghanim's Shard | 4 | 3.05% | 42.6 | 75.00% | +30.12% | -75.00% | +25.00% | 0.00% | 28:50 | 26:25 | 26:25 | 27:57 | 28:13 | 32:46 | 01:48 | 01:20 |
 | Kaya | 2 | 1.53% | 41.0 | 100.00% | +55.04% | 0.00% | 0.00% | 0.00% | 37:55 | 34:55 | 34:55 | 40:54 | 40:54 | 40:54 | 05:59 | 04:25 |
 | Kaya and Sange | 2 | 1.53% | 39.3 | 100.00% | +55.04% | 0.00% | 0.00% | 0.00% | 38:05 | 35:01 | 35:01 | 41:09 | 41:09 | 41:09 | 06:08 | 04:32 |
 | Skull Basher | 2 | 1.53% | 37.7 | 100.00% | +55.04% | 0.00% | 0.00% | 0.00% | 29:08 | 27:24 | 27:24 | 30:51 | 30:51 | 30:51 | 03:27 | 02:33 |
 | Mjollnir | 2 | 1.53% | 36.1 | 100.00% | +55.04% | 0.00% | 0.00% | 0.00% | 40:24 | 36:34 | 36:34 | 44:13 | 44:13 | 44:13 | 07:39 | 05:40 |
 | Aeon Disk | 5 | 3.82% | 34.4 | 60.00% | +14.76% | -60.00% | +40.00% | 0.00% | 41:37 | 31:10 | 31:10 | 46:31 | 47:01 | 50:14 | 15:51 | 11:44 |
 | Blade Mail | 6 | 4.58% | 32.8 | 50.00% | +4.40% | 0.00% | +50.00% | 0.00% | 14:13 | 11:48 | 13:57 | 14:13 | 15:28 | 15:36 | 01:31 | 01:07 |
 | Ghost Scepter | 3 | 2.29% | 31.1 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 27:41 | 17:57 | 17:57 | 28:28 | 36:38 | 36:38 | 18:41 | 13:50 |
 | Mage Slayer | 3 | 2.29% | 29.5 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 21:17 | 17:02 | 17:02 | 22:57 | 23:53 | 23:53 | 06:51 | 05:04 |
 | Orchid Malevolence | 3 | 2.29% | 27.9 | 66.67% | +21.36% | -66.67% | 0.00% | 0.00% | 38:25 | 17:07 | 17:07 | 30:45 | 1:07:22 | 1:07:22 | 50:15 | 37:13 |
 | Scythe of Vyse | 3 | 2.29% | 26.2 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 45:34 | 26:53 | 26:53 | 53:56 | 55:54 | 55:54 | 29:01 | 21:29 |
 | Crystalys | 4 | 3.05% | 24.6 | 50.00% | +4.33% | +50.00% | -50.00% | 0.00% | 32:50 | 24:58 | 24:58 | 32:52 | 34:03 | 39:28 | 09:05 | 06:43 |
 | Medallion of Courage | 1 | 0.76% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:21 | 25:21 | 25:21 | 25:21 | 25:21 | 25:21 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.76% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 08:21 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.76% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.76% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.76% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:39 | 1:07:39 | 1:07:39 | 1:07:39 | 1:07:39 | 1:07:39 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 1.53% | 14.8 | 50.00% | +4.26% | +50.00% | 0.00% | 0.00% | 12:27 | 12:24 | 12:24 | 12:30 | 12:30 | 12:30 | 00:06 | 00:04 |
 | Daedalus | 3 | 2.29% | 13.1 | 33.33% | -12.76% | +66.67% | 0.00% | 0.00% | 37:14 | 27:32 | 27:32 | 36:47 | 47:23 | 47:23 | 19:51 | 14:42 |
 | Falcon Blade | 3 | 2.29% | 11.5 | 33.33% | -12.76% | +66.67% | 0.00% | 0.00% | 08:22 | 05:28 | 05:28 | 07:36 | 12:03 | 12:03 | 06:35 | 04:52 |
 | Blink Dagger | 4 | 3.05% | 9.8 | 25.00% | -21.46% | -25.00% | -25.00% | 0.00% | 26:30 | 15:42 | 15:42 | 19:00 | 27:41 | 43:36 | 11:59 | 08:52 |
 | Buckler | 1 | 0.76% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Radiance | 2 | 1.53% | 6.6 | 0.00% | -46.51% | 0.00% | 0.00% | 0.00% | 32:56 | 32:10 | 32:10 | 33:42 | 33:42 | 33:42 | 01:32 | 01:08 |
 | Lotus Orb | 1 | 0.76% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.76% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.76% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 00:00 | 00:00 |