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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 | |
 | Guardian Greaves | 28 | 50.91% | 100.0 | 75.00% | +49.07% | +10.71% | +10.71% | 0.00% | 24:07 | 13:18 | 17:16 | 23:37 | 28:36 | 41:01 | 11:20 | 08:23 |
 | Ring of Protection | 33 | 60.00% | 97.9 | 72.73% | +54.55% | +2.27% | +14.77% | 1.29% | 15:20 | -01:29 | 09:02 | 14:41 | 18:42 | 38:50 | 09:40 | 07:09 |
 | Buckler | 29 | 52.73% | 95.7 | 72.41% | +45.49% | -15.27% | +27.59% | 3.44% | 19:55 | 10:42 | 14:24 | 17:18 | 26:52 | 38:50 | 12:28 | 09:14 |
 | Soul Ring | 8 | 14.55% | 93.6 | 87.50% | +42.82% | -37.50% | +12.50% | 11.72% | 09:06 | 03:21 | 04:43 | 06:55 | 08:59 | 23:59 | 04:16 | 03:09 |
 | Blink Dagger | 22 | 40.00% | 91.5 | 68.18% | +28.79% | +15.15% | -8.18% | -2.54% | 30:47 | 20:03 | 25:10 | 31:58 | 34:21 | 40:43 | 09:11 | 06:48 |
 | Mekansm | 39 | 70.91% | 89.4 | 61.54% | +36.54% | +8.46% | -1.54% | -1.99% | 16:24 | 10:08 | 12:40 | 14:00 | 17:42 | 32:30 | 05:02 | 03:43 |
 | Headdress | 43 | 78.18% | 87.2 | 58.14% | +33.14% | +32.77% | +5.50% | -6.06% | 13:23 | 07:21 | 09:47 | 11:42 | 14:17 | 32:30 | 04:30 | 03:20 |
 | Chainmail | 42 | 76.36% | 85.1 | 57.14% | +26.37% | +15.59% | +22.86% | 1.50% | 14:33 | 06:34 | 10:34 | 12:08 | 15:25 | 36:13 | 04:51 | 03:35 |
 | Lotus Orb | 13 | 23.64% | 83.0 | 69.23% | +23.99% | -35.90% | +30.77% | 7.83% | 31:28 | 22:42 | 27:23 | 29:56 | 35:54 | 40:51 | 08:31 | 06:18 |
 | Bottle | 48 | 87.27% | 80.9 | 52.08% | +9.22% | +22.92% | -10.41% | -33.33% | 02:54 | 01:25 | 02:14 | 02:41 | 03:06 | 07:42 | 00:52 | 00:38 |
 | Arcane Boots | 55 | 100.00% | 78.7 | 50.91% | +50.91% | +6.23% | -0.91% | -1.98% | 10:19 | 04:55 | 07:23 | 09:16 | 10:59 | 28:41 | 03:36 | 02:40 |
 | Boots of Speed | 55 | 100.00% | 76.6 | 50.91% | +50.91% | +6.23% | +6.23% | 0.00% | 05:18 | 02:32 | 03:56 | 05:13 | 06:10 | 09:29 | 02:14 | 01:39 |
 | Aghanim's Scepter | 28 | 50.91% | 74.5 | 57.14% | +12.70% | 0.00% | +14.29% | 2.45% | 23:14 | 13:24 | 19:46 | 21:28 | 25:36 | 41:46 | 05:50 | 04:19 |
 | Blight Stone | 6 | 10.91% | 72.3 | 83.33% | +36.39% | +16.67% | +16.67% | 0.00% | 28:05 | 15:41 | 18:48 | 26:26 | 36:29 | 38:20 | 17:41 | 13:05 |
 | Solar Crest | 6 | 10.91% | 70.2 | 83.33% | +36.39% | +16.67% | +16.67% | 0.00% | 32:44 | 24:06 | 26:24 | 31:07 | 38:58 | 39:10 | 12:34 | 09:18 |
 | Medallion of Courage | 6 | 10.91% | 68.1 | 83.33% | +36.39% | +16.67% | +16.67% | 0.00% | 28:08 | 15:41 | 18:48 | 26:26 | 36:29 | 38:33 | 17:41 | 13:05 |
 | Quelling Blade | 49 | 89.09% | 66.0 | 51.02% | +1.02% | +7.31% | +7.31% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Void Stone | 20 | 36.36% | 63.8 | 60.00% | +14.29% | 0.00% | +20.00% | 2.09% | 31:38 | 21:41 | 26:12 | 28:27 | 35:47 | 49:59 | 09:35 | 07:05 |
 | Magic Stick | 41 | 74.55% | 61.7 | 48.78% | -8.36% | -8.78% | -18.78% | -1.24% | 05:22 | -01:29 | 00:47 | 05:25 | 08:50 | 15:07 | 08:03 | 05:57 |
 | Ring of Health | 34 | 61.82% | 59.6 | 50.00% | -2.38% | -16.67% | 0.00% | 1.33% | 17:19 | 04:37 | 10:35 | 13:48 | 23:09 | 40:23 | 12:34 | 09:18 |
 | Wind Lace | 9 | 16.36% | 57.4 | 66.67% | +18.84% | -16.67% | -16.67% | 0.00% | 24:12 | 05:20 | 09:20 | 27:51 | 32:48 | 38:20 | 23:28 | 17:22 |
 | Magic Wand | 34 | 61.82% | 55.3 | 47.06% | -10.08% | -13.73% | +2.94% | 4.18% | 08:49 | 03:50 | 06:31 | 08:39 | 10:30 | 16:30 | 03:59 | 02:57 |
 | Pipe of Insight | 12 | 21.82% | 53.2 | 58.33% | +9.49% | +8.34% | -25.00% | -5.18% | 22:13 | 14:17 | 18:42 | 20:15 | 25:08 | 29:37 | 06:26 | 04:45 |
 | Black King Bar | 10 | 18.18% | 51.1 | 60.00% | +11.11% | -26.67% | -10.00% | 1.78% | 36:47 | 26:02 | 30:07 | 33:35 | 39:30 | 52:36 | 09:23 | 06:57 |
 | Hood of Defiance | 26 | 47.27% | 48.9 | 46.15% | -9.02% | -3.29% | +20.52% | 3.26% | 14:41 | 08:19 | 10:47 | 13:52 | 18:05 | 24:19 | 07:18 | 05:24 |
 | Null Talisman | 11 | 20.00% | 46.8 | 54.55% | +4.55% | -54.55% | +12.12% | 32.00% | 02:57 | 01:13 | 01:42 | 02:16 | 03:47 | 06:33 | 02:05 | 01:32 |
 | Bloodstone | 4 | 7.27% | 44.7 | 75.00% | +25.98% | +25.00% | +25.00% | 0.00% | 33:41 | 28:57 | 28:57 | 30:28 | 33:26 | 41:51 | 04:29 | 03:19 |
 | Kaya | 4 | 7.27% | 42.6 | 75.00% | +25.98% | +25.00% | -75.00% | 0.00% | 27:10 | 24:35 | 24:35 | 25:51 | 28:19 | 29:56 | 03:44 | 02:45 |
 | Aghanim's Shard | 2 | 3.64% | 40.4 | 100.00% | +50.94% | 0.00% | 0.00% | 0.00% | 28:51 | 24:41 | 24:41 | 33:01 | 33:01 | 33:01 | 08:20 | 06:10 |
 | Aeon Disk | 2 | 3.64% | 38.3 | 100.00% | +50.94% | 0.00% | 0.00% | 0.00% | 40:47 | 34:43 | 34:43 | 46:50 | 46:50 | 46:50 | 12:07 | 08:58 |
 | Shiva's Guard | 3 | 5.45% | 36.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 35:17 | 34:31 | 34:31 | 35:38 | 35:41 | 35:41 | 01:10 | 00:51 |
 | Eternal Shroud | 3 | 5.45% | 34.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 24:50 | 21:05 | 21:05 | 25:32 | 27:53 | 27:53 | 06:48 | 05:02 |
 | Necronomicon | 3 | 5.45% | 31.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 07:26 | 07:17 | 07:17 | 07:25 | 07:37 | 07:37 | 00:20 | 00:14 |
 | Scythe of Vyse | 4 | 7.27% | 29.8 | 50.00% | -0.98% | -50.00% | +50.00% | 0.00% | 43:03 | 36:09 | 36:09 | 36:37 | 49:08 | 50:16 | 12:59 | 09:37 |
 | Heaven's Halberd | 1 | 1.82% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.82% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:01 | 10:01 | 10:01 | 10:01 | 10:01 | 10:01 | 00:00 | 00:00 |
 | Sange | 1 | 1.82% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Crown | 1 | 1.82% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:36 | 08:36 | 08:36 | 08:36 | 08:36 | 08:36 | 00:00 | 00:00 |
 | Force Staff | 2 | 3.64% | 19.1 | 50.00% | -0.94% | -50.00% | 0.00% | 0.00% | 34:45 | 34:40 | 34:40 | 34:49 | 34:49 | 34:49 | 00:09 | 00:06 |
 | Refresher Orb | 2 | 3.64% | 17.0 | 50.00% | -0.94% | -50.00% | 0.00% | 0.00% | 47:38 | 45:00 | 45:00 | 50:16 | 50:16 | 50:16 | 05:16 | 03:54 |
 | Helm of Iron Will | 2 | 3.64% | 14.9 | 50.00% | -0.94% | +50.00% | 0.00% | 0.00% | 10:55 | 06:43 | 06:43 | 15:07 | 15:07 | 15:07 | 08:24 | 06:13 |
 | Vanguard | 2 | 3.64% | 12.8 | 50.00% | -0.94% | -50.00% | 0.00% | 0.00% | 10:54 | 08:37 | 08:37 | 13:11 | 13:11 | 13:11 | 04:34 | 03:22 |
 | Ghost Scepter | 5 | 9.09% | 10.6 | 20.00% | -34.00% | -20.00% | -20.00% | 0.00% | 32:50 | 28:05 | 28:05 | 33:33 | 36:12 | 37:14 | 08:07 | 06:00 |
 | Bracer | 1 | 1.82% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.82% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.82% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.82% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |