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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 | |
 | Bottle | 25 | 60.98% | 100.0 | 44.00% | +25.25% | +39.33% | -27.33% | -56.33% | 03:57 | 01:43 | 03:03 | 03:39 | 04:14 | 06:44 | 01:11 | 00:52 |
 | Null Talisman | 29 | 70.73% | 97.7 | 41.38% | +24.71% | -12.81% | +1.48% | 7.59% | 03:27 | 01:05 | 01:22 | 01:40 | 03:15 | 18:28 | 01:53 | 01:23 |
 | Black King Bar | 17 | 41.46% | 95.3 | 47.06% | +22.06% | +2.94% | -22.06% | -1.43% | 30:26 | 19:37 | 20:19 | 26:14 | 37:47 | 1:07:22 | 17:28 | 12:56 |
 | Boots of Speed | 41 | 100.00% | 93.0 | 34.15% | +34.15% | +5.85% | +5.85% | 0.00% | 05:19 | -01:29 | 04:05 | 05:17 | 06:01 | 14:25 | 01:56 | 01:25 |
 | Void Stone | 41 | 100.00% | 90.7 | 34.15% | +34.15% | +5.85% | -24.15% | -7.63% | 11:58 | 06:32 | 09:22 | 11:04 | 13:18 | 27:49 | 03:56 | 02:54 |
 | Shiva's Guard | 2 | 4.88% | 88.4 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 32:41 | 30:43 | 30:43 | 34:38 | 34:38 | 34:38 | 03:55 | 02:54 |
 | Ring of Health | 2 | 4.88% | 86.0 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 41:55 | 29:28 | 29:28 | 54:21 | 54:21 | 54:21 | 24:53 | 18:25 |
 | Linken's Sphere | 2 | 4.88% | 83.7 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 41:57 | 29:28 | 29:28 | 54:25 | 54:25 | 54:25 | 24:57 | 18:28 |
 | Dragon Lance | 2 | 4.88% | 81.4 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 33:03 | 24:34 | 24:34 | 41:31 | 41:31 | 41:31 | 16:57 | 12:33 |
 | Blight Stone | 2 | 4.88% | 79.1 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 19:42 | 16:06 | 16:06 | 23:18 | 23:18 | 23:18 | 07:12 | 05:20 |
 | Hurricane Pike | 2 | 4.88% | 76.7 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 34:57 | 27:59 | 27:59 | 41:54 | 41:54 | 41:54 | 13:55 | 10:18 |
 | Chainmail | 7 | 17.07% | 74.4 | 57.14% | +27.73% | +42.86% | -57.14% | -35.29% | 12:18 | 06:48 | 06:51 | 08:24 | 09:41 | 31:38 | 02:50 | 02:05 |
 | Phase Boots | 7 | 17.07% | 72.1 | 57.14% | +27.73% | +42.86% | -57.14% | -41.38% | 12:36 | 07:15 | 07:16 | 08:45 | 09:41 | 31:57 | 02:25 | 01:47 |
 | Eul's Scepter of Divinity | 33 | 80.49% | 69.8 | 33.33% | -4.17% | +29.17% | -33.33% | -9.28% | 16:24 | 10:42 | 12:30 | 13:55 | 19:14 | 29:45 | 06:44 | 04:59 |
 | Aghanim's Scepter | 22 | 53.66% | 67.4 | 36.36% | +4.78% | -3.03% | -16.36% | -3.40% | 29:34 | 19:44 | 27:29 | 29:00 | 31:24 | 44:03 | 03:55 | 02:54 |
 | Wind Lace | 36 | 87.80% | 65.1 | 30.56% | -29.44% | +25.00% | -30.56% | -12.39% | 11:34 | 05:50 | 08:26 | 11:01 | 12:55 | 22:30 | 04:29 | 03:19 |
 | Shadow Blade | 8 | 19.51% | 62.8 | 50.00% | +19.70% | +50.00% | 0.00% | -3.25% | 28:35 | 17:25 | 18:21 | 26:06 | 33:43 | 51:20 | 15:22 | 11:22 |
 | Magic Stick | 24 | 58.54% | 60.5 | 33.33% | -1.96% | -16.66% | 0.00% | 4.46% | 04:25 | 00:24 | 01:38 | 03:50 | 05:22 | 19:08 | 03:44 | 02:45 |
 | Blink Dagger | 9 | 21.95% | 58.1 | 44.44% | +13.19% | +5.56% | -44.44% | -7.18% | 23:30 | 17:03 | 18:13 | 22:34 | 25:11 | 35:43 | 06:58 | 05:09 |
 | Force Staff | 6 | 14.63% | 55.8 | 50.00% | +18.57% | 0.00% | -50.00% | -2.95% | 29:03 | 17:08 | 20:39 | 27:59 | 37:36 | 38:47 | 16:57 | 12:33 |
 | Javelin | 3 | 7.32% | 53.5 | 66.67% | +35.09% | +33.33% | 0.00% | -1.76% | 43:13 | 33:28 | 33:28 | 43:46 | 52:24 | 52:24 | 18:56 | 14:01 |
 | Magic Wand | 21 | 51.22% | 51.2 | 28.57% | -11.43% | +11.43% | +11.43% | 0.00% | 09:00 | 03:50 | 06:32 | 08:21 | 10:49 | 19:08 | 04:17 | 03:10 |
 | Arcane Boots | 22 | 53.66% | 48.8 | 22.73% | -24.64% | -6.06% | +37.27% | 9.32% | 11:56 | 05:23 | 09:11 | 10:43 | 13:50 | 24:11 | 04:39 | 03:26 |
 | Aether Lens | 24 | 58.54% | 46.5 | 20.83% | -32.11% | +12.50% | -4.16% | -2.91% | 17:17 | 10:48 | 14:08 | 16:16 | 19:52 | 27:52 | 05:44 | 04:14 |
 | Yasha and Kaya | 1 | 2.44% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.44% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.44% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.44% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.44% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:26 | 1:04:26 | 1:04:26 | 1:04:26 | 1:04:26 | 1:04:26 | 00:00 | 00:00 |
 | Yasha | 1 | 2.44% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.44% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.44% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.44% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Crystalys | 2 | 4.88% | 23.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 30:27 | 29:37 | 29:37 | 31:16 | 31:16 | 31:16 | 01:39 | 01:13 |
 | Kaya | 2 | 4.88% | 20.9 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 34:02 | 31:28 | 31:28 | 36:35 | 36:35 | 36:35 | 05:07 | 03:47 |
 | Tranquil Boots | 3 | 7.32% | 18.6 | 0.00% | -36.84% | 0.00% | 0.00% | 0.00% | 19:14 | 16:09 | 16:09 | 19:00 | 22:32 | 22:32 | 06:23 | 04:43 |
 | Ghost Scepter | 2 | 4.88% | 16.3 | 0.00% | -35.90% | 0.00% | 0.00% | 0.00% | 39:12 | 30:59 | 30:59 | 47:25 | 47:25 | 47:25 | 16:26 | 12:10 |
 | Power Treads | 1 | 2.44% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.44% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:50 | 04:50 | 04:50 | 04:50 | 04:50 | 04:50 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.44% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 00:00 | 00:00 |
 | Crown | 1 | 2.44% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:15 | 49:15 | 49:15 | 49:15 | 49:15 | 49:15 | 00:00 | 00:00 |
 | Bracer | 1 | 2.44% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:22 | 15:22 | 15:22 | 15:22 | 15:22 | 15:22 | 00:00 | 00:00 |
 | Dagon | 1 | 2.44% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |