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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 | |
 | Black King Bar | 17 | 39.53% | 100.0 | 88.24% | +45.93% | -38.24% | +11.76% | 6.38% | 28:46 | 18:30 | 21:30 | 25:30 | 29:20 | 1:08:19 | 07:50 | 05:48 |
 | Yasha and Kaya | 5 | 11.63% | 97.6 | 100.00% | +44.74% | 0.00% | 0.00% | 0.00% | 37:48 | 32:26 | 32:26 | 38:11 | 39:52 | 42:29 | 07:26 | 05:30 |
 | Kaya | 5 | 11.63% | 95.1 | 100.00% | +44.74% | 0.00% | 0.00% | 0.00% | 36:34 | 30:35 | 30:35 | 38:10 | 39:37 | 42:16 | 09:02 | 06:41 |
 | Shadow Blade | 25 | 58.14% | 92.7 | 72.00% | +27.56% | -5.33% | -5.33% | 0.00% | 24:26 | 17:07 | 18:58 | 22:34 | 27:07 | 40:12 | 08:09 | 06:02 |
 | Wind Lace | 41 | 95.35% | 90.2 | 63.41% | +63.41% | +6.59% | -13.41% | -3.68% | 02:26 | -01:30 | -01:29 | -01:29 | 06:55 | 18:04 | 08:24 | 06:13 |
 | Boots of Speed | 43 | 100.00% | 87.8 | 60.47% | +60.47% | -5.92% | -5.92% | 0.00% | 04:43 | -01:29 | 03:34 | 05:22 | 06:11 | 09:28 | 02:37 | 01:56 |
 | Yasha | 4 | 9.30% | 85.4 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 37:19 | 31:32 | 31:32 | 37:59 | 38:11 | 41:32 | 06:39 | 04:55 |
 | Phase Boots | 36 | 83.72% | 82.9 | 58.33% | -13.10% | -2.77% | +8.34% | 3.51% | 10:42 | 05:03 | 09:07 | 10:43 | 12:17 | 15:20 | 03:10 | 02:20 |
 | Magic Wand | 34 | 79.07% | 80.5 | 58.82% | -7.85% | -3.26% | +3.68% | 0.99% | 09:55 | -01:29 | 06:49 | 08:42 | 13:51 | 22:47 | 07:02 | 05:12 |
 | Magic Stick | 34 | 79.07% | 78.0 | 58.82% | -7.85% | +18.96% | -21.32% | -4.86% | 06:26 | -01:29 | 02:21 | 04:52 | 10:38 | 19:46 | 08:17 | 06:08 |
 | Octarine Core | 11 | 25.58% | 75.6 | 72.73% | +16.48% | +27.27% | +27.27% | 0.00% | 24:58 | 13:25 | 16:22 | 19:53 | 30:49 | 45:47 | 14:27 | 10:42 |
 | Chainmail | 37 | 86.05% | 73.2 | 56.76% | -26.57% | -1.20% | -23.43% | -7.58% | 09:33 | 03:07 | 07:51 | 09:09 | 10:47 | 20:50 | 02:56 | 02:10 |
 | Aghanim's Scepter | 13 | 30.23% | 70.7 | 69.23% | +12.56% | -2.56% | -2.56% | 0.00% | 35:02 | 25:49 | 28:48 | 31:43 | 35:48 | 54:55 | 07:00 | 05:11 |
 | Void Stone | 12 | 27.91% | 68.3 | 66.67% | +8.61% | +33.33% | +33.33% | 0.00% | 21:56 | 11:16 | 13:06 | 17:07 | 27:56 | 45:46 | 14:50 | 10:59 |
 | Drum of Endurance | 20 | 46.51% | 65.9 | 55.00% | -10.22% | +5.00% | -15.00% | -6.09% | 17:19 | 11:29 | 14:47 | 16:39 | 18:04 | 31:42 | 03:17 | 02:25 |
 | Linken's Sphere | 5 | 11.63% | 63.4 | 80.00% | +22.11% | -80.00% | +20.00% | 0.00% | 40:40 | 27:58 | 27:58 | 44:43 | 45:41 | 46:31 | 17:43 | 13:07 |
 | Ring of Health | 13 | 30.23% | 61.0 | 53.85% | -9.48% | +46.15% | +12.82% | -1.90% | 11:04 | 02:25 | 02:41 | 03:13 | 20:14 | 33:36 | 17:33 | 13:00 |
 | Tranquil Boots | 8 | 18.60% | 58.5 | 62.50% | +2.50% | -12.50% | -62.50% | -13.10% | 12:47 | 04:42 | 05:12 | 07:26 | 09:01 | 50:21 | 03:49 | 02:49 |
 | Heaven's Halberd | 8 | 18.60% | 56.1 | 62.50% | +2.50% | +37.50% | -12.50% | -4.34% | 35:21 | 24:30 | 28:50 | 30:40 | 40:22 | 47:15 | 11:32 | 08:32 |
 | Vanguard | 11 | 25.58% | 53.7 | 54.55% | -7.95% | +45.45% | -21.22% | -4.66% | 13:36 | 04:35 | 05:55 | 11:54 | 20:14 | 29:55 | 14:19 | 10:36 |
 | Sange | 9 | 20.93% | 51.2 | 55.56% | -6.20% | -5.56% | -5.56% | 0.00% | 32:59 | 19:44 | 25:14 | 33:32 | 37:52 | 46:45 | 12:38 | 09:21 |
 | Boots of Travel | 2 | 4.65% | 48.8 | 100.00% | +41.46% | 0.00% | 0.00% | 0.00% | 42:34 | 41:53 | 41:53 | 43:14 | 43:14 | 43:14 | 01:21 | 01:00 |
 | Cornucopia | 5 | 11.63% | 46.3 | 60.00% | -0.53% | -60.00% | +40.00% | 0.00% | 35:01 | 19:51 | 19:51 | 38:25 | 43:24 | 45:41 | 23:33 | 17:26 |
 | Boots of Bearing | 3 | 6.98% | 43.9 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 37:06 | 25:19 | 25:19 | 35:38 | 50:21 | 50:21 | 25:02 | 18:32 |
 | Eul's Scepter of Divinity | 1 | 2.33% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.33% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Buckler | 1 | 2.33% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 1:02:17 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.33% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.33% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:04 | 60:04 | 60:04 | 60:04 | 60:04 | 60:04 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.33% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Silver Edge | 2 | 4.65% | 26.8 | 50.00% | -10.98% | -50.00% | 0.00% | 0.00% | 59:09 | 47:19 | 47:19 | 1:10:59 | 1:10:59 | 1:10:59 | 23:40 | 17:31 |
 | Ring of Protection | 2 | 4.65% | 24.4 | 50.00% | -10.98% | -50.00% | 0.00% | 0.00% | 35:09 | 08:01 | 08:01 | 1:02:17 | 1:02:17 | 1:02:17 | 54:16 | 40:11 |
 | Quelling Blade | 4 | 9.30% | 22.0 | 25.00% | -39.10% | -25.00% | +75.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Aghanim's Shard | 1 | 2.33% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Bottle | 1 | 2.33% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.33% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:01 | 08:01 | 08:01 | 08:01 | 08:01 | 08:01 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.33% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.33% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 01:31 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.33% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.33% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.33% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 00:00 | 00:00 |