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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 | |
 | Aether Lens | 12 | 7.41% | 100.0 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 43:25 | 32:11 | 37:20 | 40:36 | 46:25 | 56:34 | 09:05 | 06:43 |
 | Black King Bar | 56 | 34.57% | 98.3 | 66.07% | +21.73% | +12.50% | -8.93% | -5.47% | 29:00 | 20:00 | 24:43 | 26:33 | 28:38 | 1:06:49 | 03:55 | 02:54 |
 | Eul's Scepter of Divinity | 26 | 16.05% | 96.7 | 73.08% | +25.29% | -1.65% | -6.41% | -0.44% | 34:50 | 25:46 | 30:09 | 32:39 | 40:58 | 1:03:23 | 10:49 | 08:00 |
 | Void Stone | 41 | 25.31% | 95.0 | 68.29% | +22.01% | -8.29% | -8.29% | 0.00% | 34:44 | 21:04 | 27:44 | 31:49 | 38:37 | 1:03:12 | 10:53 | 08:03 |
 | Magic Wand | 115 | 70.99% | 93.3 | 60.00% | +28.09% | +8.97% | -1.38% | -1.26% | 11:32 | -01:29 | 06:50 | 10:21 | 15:02 | 33:15 | 08:12 | 06:04 |
 | Echo Sabre | 63 | 38.89% | 91.7 | 60.32% | +13.86% | +8.43% | -22.82% | -10.19% | 19:46 | 11:13 | 17:49 | 19:20 | 20:53 | 34:04 | 03:04 | 02:16 |
 | Quelling Blade | 67 | 41.36% | 90.0 | 59.70% | +13.38% | -12.64% | +10.89% | 0.00% | -00:39 | -01:30 | -01:29 | -01:29 | -01:29 | 20:59 | 00:00 | 00:00 |
 | Bottle | 64 | 39.51% | 88.3 | 59.38% | +12.44% | +9.37% | -15.63% | -25.00% | 01:38 | 01:07 | 01:22 | 01:35 | 01:42 | 04:36 | 00:20 | 00:14 |
 | Chainmail | 49 | 30.25% | 86.7 | 61.22% | +13.43% | -2.89% | +22.11% | 3.82% | 10:40 | 03:51 | 06:25 | 07:24 | 12:58 | 25:14 | 06:33 | 04:51 |
 | Phase Boots | 49 | 30.25% | 85.0 | 61.22% | +13.43% | -2.89% | +22.11% | 4.12% | 11:41 | 05:21 | 07:13 | 08:33 | 13:17 | 25:38 | 06:04 | 04:29 |
 | Aghanim's Scepter | 25 | 15.43% | 83.3 | 68.00% | +19.09% | -18.00% | +15.33% | 3.41% | 32:47 | 18:34 | 26:37 | 32:52 | 36:24 | 53:15 | 09:47 | 07:14 |
 | Magic Stick | 149 | 91.98% | 81.7 | 53.69% | +22.92% | +11.17% | -7.74% | -4.25% | 04:42 | -01:29 | 02:16 | 03:24 | 06:43 | 22:41 | 04:27 | 03:17 |
 | Shadow Blade | 20 | 12.35% | 80.0 | 70.00% | +20.70% | -10.00% | -30.00% | -1.99% | 35:50 | 19:10 | 29:57 | 34:27 | 40:01 | 55:28 | 10:04 | 07:27 |
 | Blink Dagger | 160 | 98.77% | 78.3 | 52.50% | +52.50% | +10.00% | -22.50% | -5.69% | 16:04 | 09:15 | 12:57 | 15:47 | 18:40 | 29:51 | 05:43 | 04:14 |
 | Boots of Speed | 162 | 100.00% | 76.7 | 51.85% | +51.85% | -3.07% | -11.85% | -3.15% | 03:36 | -01:29 | 02:46 | 04:14 | 05:33 | 09:46 | 02:47 | 02:03 |
 | Force Staff | 68 | 41.98% | 75.0 | 55.88% | +6.94% | +14.71% | -14.70% | -5.13% | 28:45 | 19:27 | 25:43 | 27:56 | 31:27 | 42:39 | 05:44 | 04:14 |
 | Wind Lace | 106 | 65.43% | 73.3 | 52.83% | +2.83% | -8.39% | +1.02% | 1.45% | 06:14 | -01:30 | -01:28 | 05:27 | 07:58 | 42:35 | 09:26 | 06:59 |
 | Crystalys | 29 | 17.90% | 71.7 | 62.07% | +12.45% | -4.93% | -19.21% | -1.52% | 34:21 | 20:00 | 27:27 | 31:20 | 36:50 | 59:50 | 09:23 | 06:57 |
 | Silver Edge | 16 | 9.88% | 70.0 | 68.75% | +18.75% | +6.25% | -43.75% | -6.83% | 38:58 | 21:56 | 34:51 | 35:59 | 42:10 | 60:02 | 07:19 | 05:25 |
 | Fluffy Hat | 79 | 48.77% | 68.3 | 49.37% | -4.85% | +15.63% | -4.37% | -3.17% | 23:29 | 05:07 | 19:47 | 23:01 | 26:06 | 37:11 | 06:19 | 04:40 |
 | Octarine Core | 4 | 2.47% | 66.7 | 100.00% | +49.37% | 0.00% | 0.00% | 0.00% | 52:17 | 42:30 | 42:30 | 51:56 | 52:31 | 1:02:11 | 10:01 | 07:25 |
 | Power Treads | 37 | 22.84% | 65.0 | 54.05% | +2.85% | +12.62% | -20.72% | -25.65% | 07:14 | 05:30 | 06:12 | 06:56 | 07:30 | 15:18 | 01:18 | 00:57 |
 | Aeon Disk | 12 | 7.41% | 63.3 | 66.67% | +16.00% | -33.34% | +33.33% | 6.63% | 45:06 | 24:26 | 38:12 | 45:41 | 48:15 | 58:45 | 10:03 | 07:26 |
 | Buckler | 8 | 4.94% | 61.7 | 75.00% | +24.35% | +25.00% | -25.00% | 0.00% | 37:26 | 28:52 | 32:16 | 32:35 | 38:19 | 54:52 | 06:03 | 04:28 |
 | Assault Cuirass | 8 | 4.94% | 60.0 | 75.00% | +24.35% | +25.00% | -25.00% | 0.00% | 36:54 | 30:28 | 32:39 | 35:32 | 39:06 | 42:21 | 06:27 | 04:46 |
 | Sange | 8 | 4.94% | 58.3 | 75.00% | +24.35% | +25.00% | -25.00% | 0.00% | 42:26 | 28:13 | 32:20 | 38:20 | 45:52 | 1:08:53 | 13:32 | 10:01 |
 | Arcane Boots | 19 | 11.73% | 56.7 | 57.89% | +6.84% | +2.11% | -17.89% | -1.16% | 22:14 | 07:37 | 09:58 | 22:27 | 27:12 | 44:48 | 17:14 | 12:45 |
 | Tranquil Boots | 40 | 24.69% | 55.0 | 47.50% | -5.78% | -7.50% | -7.50% | 0.00% | 11:35 | 04:30 | 07:02 | 08:56 | 13:28 | 40:03 | 06:26 | 04:45 |
 | Aghanim's Shard | 13 | 8.02% | 53.3 | 61.54% | +10.53% | +5.13% | +5.13% | 0.00% | 38:27 | 17:22 | 32:05 | 35:51 | 43:50 | 1:02:40 | 11:45 | 08:42 |
 | Ring of Protection | 14 | 8.64% | 51.7 | 57.14% | +5.79% | -32.14% | -23.81% | 0.23% | 20:36 | -01:29 | -01:29 | 25:05 | 38:11 | 54:52 | 39:40 | 29:22 |
 | Lotus Orb | 7 | 4.32% | 50.0 | 71.43% | +20.46% | -21.43% | -21.43% | 0.00% | 37:25 | 29:24 | 31:38 | 33:29 | 34:41 | 1:01:58 | 03:03 | 02:15 |
 | Heaven's Halberd | 5 | 3.09% | 48.3 | 80.00% | +29.04% | +20.00% | +20.00% | 0.00% | 40:08 | 30:26 | 30:26 | 38:55 | 45:18 | 47:15 | 14:52 | 11:00 |
 | Daedalus | 10 | 6.17% | 46.7 | 60.00% | +8.68% | -26.67% | +40.00% | 12.27% | 41:37 | 32:22 | 38:30 | 40:08 | 43:56 | 57:37 | 05:26 | 04:01 |
 | Ghost Scepter | 15 | 9.26% | 45.0 | 46.67% | -5.71% | +3.33% | +28.33% | 3.60% | 37:33 | 24:51 | 32:35 | 34:57 | 39:32 | 54:07 | 06:57 | 05:08 |
 | Morbid Mask | 4 | 2.47% | 43.3 | 75.00% | +23.73% | +25.00% | +25.00% | 0.00% | 48:10 | 38:31 | 38:31 | 46:03 | 53:15 | 54:52 | 14:44 | 10:54 |
 | Boots of Travel | 5 | 3.09% | 41.7 | 60.00% | +8.41% | -60.00% | +40.00% | 0.00% | 45:15 | 38:29 | 38:29 | 41:56 | 49:38 | 55:40 | 11:09 | 08:15 |
 | Ring of Health | 9 | 5.56% | 40.0 | 44.44% | -7.85% | +5.56% | -44.44% | -6.77% | 36:05 | 24:24 | 26:06 | 31:38 | 33:29 | 1:01:57 | 07:23 | 05:28 |
 | Sange and Yasha | 3 | 1.85% | 38.3 | 66.67% | +15.10% | +33.33% | 0.00% | 0.00% | 49:02 | 32:20 | 32:20 | 45:52 | 1:08:53 | 1:08:53 | 36:33 | 27:04 |
 | Satanic | 3 | 1.85% | 36.7 | 66.67% | +15.10% | +33.33% | 0.00% | 0.00% | 46:07 | 38:45 | 38:45 | 46:15 | 53:21 | 53:21 | 14:36 | 10:48 |
 | Moon Shard | 3 | 1.85% | 35.0 | 66.67% | +15.10% | +33.33% | 0.00% | 0.00% | 37:14 | 34:13 | 34:13 | 35:20 | 42:08 | 42:08 | 07:55 | 05:51 |
 | Yasha | 3 | 1.85% | 33.3 | 66.67% | +15.10% | +33.33% | 0.00% | 0.00% | 48:56 | 32:15 | 32:15 | 45:39 | 1:08:53 | 1:08:53 | 36:38 | 27:08 |
 | Wind Waker | 4 | 2.47% | 31.7 | 50.00% | -1.90% | +50.00% | -50.00% | 0.00% | 45:03 | 40:57 | 40:57 | 44:59 | 45:21 | 48:53 | 04:24 | 03:15 |
 | Drum of Endurance | 1 | 0.62% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.62% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.62% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.62% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.62% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.62% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Kaya | 1 | 0.62% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Desolator | 1 | 0.62% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 1.23% | 16.7 | 50.00% | -1.88% | -50.00% | 0.00% | 0.00% | 48:22 | 41:52 | 41:52 | 54:52 | 54:52 | 54:52 | 13:00 | 09:37 |
 | Swift Blink | 3 | 1.85% | 15.0 | 33.33% | -18.87% | +66.67% | 0.00% | 0.00% | 56:10 | 49:36 | 49:36 | 55:07 | 1:03:46 | 1:03:46 | 14:10 | 10:29 |
 | Wraith Band | 4 | 2.47% | 13.3 | 25.00% | -27.53% | -25.00% | +75.00% | 0.00% | 00:16 | -01:29 | -01:29 | -01:28 | 01:46 | 02:13 | 03:15 | 02:24 |
 | Pipe of Insight | 1 | 0.62% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.62% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Headdress | 1 | 0.62% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.62% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.62% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:46 | 56:46 | 56:46 | 56:46 | 56:46 | 56:46 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.62% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.62% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |