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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 | 43 | 28.48% | 100.0 | 72.09% | +32.28% | +18.82% | -44.82% | -7.70% | 30:42 | 18:10 | 25:59 | 29:18 | 34:15 | 50:10 | 08:16 | 06:07 |
 | Aether Lens | 9 | 5.96% | 98.0 | 88.89% | +42.41% | +11.11% | -38.89% | -5.91% | 34:27 | 24:50 | 28:49 | 35:34 | 37:17 | 42:09 | 08:28 | 06:16 |
 | Eul's Scepter of Divinity | 31 | 20.53% | 95.9 | 67.74% | +23.57% | +32.26% | -42.74% | -10.59% | 31:42 | 23:43 | 27:17 | 31:44 | 34:22 | 50:14 | 07:05 | 05:14 |
 | Chainmail | 42 | 27.81% | 93.9 | 64.29% | +21.17% | -0.65% | +5.71% | 0.53% | 12:12 | 04:14 | 06:48 | 09:31 | 18:51 | 24:34 | 12:03 | 08:55 |
 | Phase Boots | 42 | 27.81% | 91.8 | 64.29% | +21.17% | -0.65% | +5.71% | 0.50% | 13:24 | 06:11 | 07:49 | 10:27 | 20:28 | 24:59 | 12:39 | 09:22 |
 | Black King Bar | 32 | 21.19% | 89.8 | 62.50% | +17.12% | +37.50% | 0.00% | -4.86% | 28:46 | 20:10 | 23:34 | 26:44 | 31:17 | 55:29 | 07:43 | 05:42 |
 | Wind Lace | 117 | 77.48% | 87.8 | 52.14% | +13.90% | +9.93% | -7.31% | -3.07% | 06:29 | -01:30 | 03:00 | 05:36 | 08:37 | 33:10 | 05:37 | 04:09 |
 | Magic Stick | 145 | 96.03% | 85.7 | 49.66% | +16.33% | -2.44% | +8.67% | 2.42% | 04:09 | -01:29 | 01:44 | 02:58 | 06:19 | 27:04 | 04:35 | 03:23 |
 | Force Staff | 75 | 49.67% | 83.7 | 53.33% | +8.59% | +25.62% | -32.28% | -10.46% | 29:31 | 18:51 | 26:02 | 28:19 | 31:34 | 45:51 | 05:32 | 04:05 |
 | Blink Dagger | 150 | 99.34% | 81.6 | 49.33% | +49.33% | +8.56% | -25.01% | -7.99% | 16:11 | 09:15 | 13:51 | 16:23 | 18:03 | 26:58 | 04:12 | 03:06 |
 | Boots of Speed | 151 | 100.00% | 79.6 | 49.01% | +49.01% | +3.62% | -12.17% | -4.10% | 02:42 | -01:29 | -01:29 | 03:41 | 05:20 | 09:02 | 06:49 | 05:02 |
 | Echo Sabre | 29 | 19.21% | 77.6 | 58.62% | +11.90% | -1.48% | +12.81% | 3.05% | 21:16 | 16:06 | 18:13 | 19:52 | 22:54 | 32:51 | 04:41 | 03:28 |
 | Shadow Blade | 9 | 5.96% | 75.5 | 77.78% | +30.60% | +22.22% | +22.22% | 0.00% | 35:09 | 32:00 | 32:08 | 35:07 | 37:03 | 38:47 | 04:55 | 03:38 |
 | Fluffy Hat | 87 | 57.62% | 73.5 | 49.43% | +0.99% | +5.12% | -17.61% | -3.57% | 22:42 | 14:50 | 19:02 | 21:40 | 25:24 | 44:01 | 06:22 | 04:42 |
 | Magic Wand | 100 | 66.23% | 71.4 | 48.00% | -2.98% | +8.00% | -8.00% | -1.42% | 12:04 | 01:59 | 06:26 | 10:20 | 17:43 | 29:12 | 11:17 | 08:21 |
 | Wind Waker | 4 | 2.65% | 69.4 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 45:16 | 41:03 | 41:03 | 41:59 | 47:07 | 50:56 | 06:04 | 04:29 |
 | Silver Edge | 6 | 3.97% | 67.3 | 83.33% | +35.74% | +16.67% | +16.67% | 0.00% | 35:34 | 32:35 | 32:44 | 35:00 | 37:28 | 38:17 | 04:44 | 03:30 |
 | Crystalys | 21 | 13.91% | 65.3 | 57.14% | +9.45% | -17.14% | +2.86% | 1.93% | 32:47 | 21:25 | 26:44 | 30:05 | 37:05 | 54:09 | 10:21 | 07:40 |
 | Arcane Boots | 19 | 12.58% | 63.3 | 57.89% | +10.16% | -37.89% | +2.11% | 1.85% | 23:09 | 08:32 | 09:44 | 23:30 | 31:22 | 53:01 | 21:38 | 16:01 |
 | Bottle | 39 | 25.83% | 61.2 | 48.72% | -0.39% | +11.28% | +11.28% | 0.00% | 02:17 | 01:07 | 01:19 | 01:39 | 01:46 | 18:29 | 00:27 | 00:20 |
 | Quelling Blade | 52 | 34.44% | 59.2 | 42.31% | -10.22% | -19.23% | -3.85% | 15.38% | 02:34 | -01:30 | -01:29 | -01:29 | -01:28 | 42:30 | 00:01 | 00:00 |
 | Tranquil Boots | 41 | 27.15% | 57.1 | 43.90% | -7.01% | +26.10% | +6.10% | -3.27% | 12:12 | 04:38 | 08:01 | 09:44 | 14:08 | 30:03 | 06:07 | 04:31 |
 | Ring of Protection | 10 | 6.62% | 55.1 | 60.00% | +11.77% | +40.00% | -10.00% | -1.56% | 13:56 | -01:29 | -01:29 | -01:29 | 33:33 | 43:04 | 35:02 | 25:57 |
 | Aghanim's Scepter | 19 | 12.58% | 53.1 | 47.37% | -1.87% | -7.37% | -7.37% | 0.00% | 28:34 | 19:41 | 23:28 | 27:36 | 29:53 | 42:04 | 06:25 | 04:45 |
 | Power Treads | 22 | 14.57% | 51.0 | 45.45% | -4.16% | +4.55% | -5.45% | -7.79% | 07:51 | 05:47 | 06:37 | 07:00 | 07:54 | 14:39 | 01:17 | 00:57 |
 | Assault Cuirass | 4 | 2.65% | 49.0 | 75.00% | +26.70% | +25.00% | +25.00% | 0.00% | 37:38 | 31:17 | 31:17 | 34:22 | 41:25 | 43:29 | 10:08 | 07:30 |
 | Buckler | 4 | 2.65% | 46.9 | 75.00% | +26.70% | +25.00% | +25.00% | 0.00% | 36:53 | 29:47 | 29:47 | 33:33 | 41:09 | 43:04 | 11:22 | 08:25 |
 | Aeon Disk | 7 | 4.64% | 44.9 | 57.14% | +8.53% | -7.14% | +42.86% | 0.00% | 48:10 | 41:13 | 44:26 | 47:18 | 48:35 | 56:44 | 04:09 | 03:04 |
 | Sange | 2 | 1.32% | 42.9 | 100.00% | +51.68% | 0.00% | 0.00% | 0.00% | 34:55 | 33:30 | 33:30 | 36:19 | 36:19 | 36:19 | 02:49 | 02:05 |
 | Octarine Core | 2 | 1.32% | 40.8 | 100.00% | +51.68% | 0.00% | 0.00% | 0.00% | 36:51 | 36:26 | 36:26 | 37:15 | 37:15 | 37:15 | 00:49 | 00:36 |
 | Heaven's Halberd | 2 | 1.32% | 38.8 | 100.00% | +51.68% | 0.00% | 0.00% | 0.00% | 36:44 | 35:50 | 35:50 | 37:37 | 37:37 | 37:37 | 01:47 | 01:19 |
 | Aghanim's Shard | 5 | 3.31% | 36.7 | 60.00% | +11.37% | -60.00% | -60.00% | 0.00% | 40:59 | 28:57 | 28:57 | 43:40 | 48:29 | 50:33 | 19:32 | 14:28 |
 | Drum of Endurance | 3 | 1.99% | 34.7 | 66.67% | +18.02% | +33.33% | 0.00% | 0.00% | 37:09 | 29:54 | 29:54 | 39:22 | 42:10 | 42:10 | 12:16 | 09:05 |
 | Daedalus | 7 | 4.64% | 32.7 | 42.86% | -6.45% | +7.14% | +7.14% | 0.00% | 36:19 | 29:38 | 33:07 | 35:32 | 36:46 | 43:01 | 03:39 | 02:42 |
 | Ghost Scepter | 4 | 2.65% | 30.6 | 50.00% | +1.02% | -50.00% | +50.00% | 0.00% | 38:46 | 35:00 | 35:00 | 37:37 | 39:22 | 43:04 | 04:22 | 03:14 |
 | Boots of Bearing | 1 | 0.66% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Ring of Health | 5 | 3.31% | 26.5 | 40.00% | -9.32% | +60.00% | -40.00% | 0.00% | 39:11 | 24:20 | 24:20 | 41:12 | 41:31 | 49:23 | 17:11 | 12:43 |
 | Glimmer Cape | 5 | 3.31% | 24.5 | 40.00% | -9.32% | -40.00% | -40.00% | 0.00% | 37:49 | 26:27 | 26:27 | 40:54 | 43:58 | 44:57 | 17:31 | 12:58 |
 | Moon Shard | 2 | 1.32% | 22.4 | 50.00% | +1.01% | -50.00% | 0.00% | 0.00% | 45:10 | 34:41 | 34:41 | 55:38 | 55:38 | 55:38 | 20:57 | 15:31 |
 | Linken's Sphere | 2 | 1.32% | 20.4 | 50.00% | +1.01% | -50.00% | 0.00% | 0.00% | 40:31 | 39:31 | 39:31 | 41:31 | 41:31 | 41:31 | 02:00 | 01:28 |
 | Boots of Travel | 2 | 1.32% | 18.4 | 50.00% | +1.01% | -50.00% | 0.00% | 0.00% | 57:03 | 54:37 | 54:37 | 59:28 | 59:28 | 59:28 | 04:51 | 03:35 |
 | Lotus Orb | 3 | 1.99% | 16.3 | 33.33% | -15.99% | +66.67% | 0.00% | 0.00% | 38:58 | 26:15 | 26:15 | 41:16 | 49:24 | 49:24 | 23:09 | 17:08 |
 | Orb of Venom | 1 | 0.66% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Satanic | 1 | 0.66% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.66% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 1.32% | 8.2 | 0.00% | -49.66% | 0.00% | 0.00% | 0.00% | 22:37 | 17:26 | 17:26 | 27:47 | 27:47 | 27:47 | 10:21 | 07:40 |
 | Mage Slayer | 1 | 0.66% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.66% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.66% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |