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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 | |
 | Chainmail | 9 | 17.65% | 100.0 | 88.89% | +43.65% | +11.11% | +11.11% | 0.00% | 11:17 | 06:48 | 06:53 | 11:41 | 14:33 | 16:35 | 07:40 | 05:40 |
 | Morbid Mask | 27 | 52.94% | 98.0 | 62.96% | +21.29% | +8.47% | -20.10% | -3.71% | 26:08 | 17:13 | 22:13 | 26:06 | 29:55 | 34:57 | 07:42 | 05:42 |
 | Phase Boots | 4 | 7.84% | 96.0 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 08:24 | 07:14 | 07:14 | 07:28 | 09:23 | 09:29 | 02:09 | 01:35 |
 | Sange and Yasha | 9 | 17.65% | 94.0 | 77.78% | +30.16% | -27.78% | +22.22% | 6.26% | 25:54 | 15:39 | 19:19 | 24:06 | 27:18 | 39:31 | 07:59 | 05:54 |
 | Yasha | 9 | 17.65% | 92.0 | 77.78% | +30.16% | -27.78% | +22.22% | 6.64% | 22:52 | 12:40 | 16:11 | 19:25 | 23:43 | 39:24 | 07:32 | 05:34 |
 | Satanic | 24 | 47.06% | 90.0 | 62.50% | +18.06% | +20.83% | -45.83% | -10.69% | 30:41 | 21:46 | 27:19 | 29:35 | 33:33 | 39:59 | 06:14 | 04:37 |
 | Black King Bar | 32 | 62.75% | 88.0 | 59.38% | +17.27% | +15.62% | +3.12% | -3.18% | 21:27 | 14:07 | 19:12 | 20:19 | 23:08 | 35:03 | 03:56 | 02:54 |
 | Magic Stick | 50 | 98.04% | 86.0 | 54.00% | +54.00% | -0.15% | -12.33% | -2.66% | 02:55 | -01:29 | 00:19 | 01:55 | 04:54 | 17:40 | 04:35 | 03:23 |
 | Magic Wand | 46 | 90.20% | 84.0 | 54.35% | +14.35% | +3.98% | +0.20% | -0.67% | 07:43 | 00:18 | 04:22 | 06:16 | 10:03 | 25:49 | 05:41 | 04:12 |
 | Boots of Speed | 51 | 100.00% | 82.0 | 52.94% | +52.94% | +0.91% | -6.79% | -2.38% | 04:29 | -01:29 | 02:49 | 04:10 | 06:03 | 11:12 | 03:14 | 02:23 |
 | Eye of Skadi | 6 | 11.76% | 80.0 | 83.33% | +34.44% | -33.33% | +16.67% | 12.93% | 28:52 | 20:49 | 26:19 | 27:50 | 30:11 | 39:25 | 03:52 | 02:51 |
 | Sange | 10 | 19.61% | 78.0 | 70.00% | +21.22% | -3.33% | +30.00% | 6.04% | 22:18 | 15:06 | 19:19 | 20:19 | 24:50 | 37:09 | 05:31 | 04:05 |
 | Aghanim's Scepter | 34 | 66.67% | 76.0 | 52.94% | 0.00% | -8.50% | -2.94% | 0.68% | 18:34 | 12:39 | 14:43 | 17:45 | 22:52 | 27:23 | 08:09 | 06:02 |
 | Maelstrom | 25 | 49.02% | 74.0 | 56.00% | +6.00% | +27.33% | +10.67% | -4.17% | 15:39 | 11:12 | 12:37 | 13:39 | 16:37 | 26:55 | 04:00 | 02:57 |
 | Wraith Band | 35 | 68.63% | 72.0 | 51.43% | -4.82% | -6.99% | +4.13% | 6.48% | 02:44 | 00:47 | 01:31 | 02:11 | 03:14 | 09:49 | 01:43 | 01:16 |
 | Javelin | 27 | 52.94% | 70.0 | 51.85% | -2.32% | +19.58% | +5.29% | -1.91% | 13:34 | 08:09 | 08:34 | 10:06 | 16:04 | 28:28 | 07:30 | 05:33 |
 | Power Treads | 38 | 74.51% | 68.0 | 47.37% | -21.86% | +2.63% | -14.04% | -11.24% | 07:19 | 05:01 | 06:21 | 07:07 | 07:50 | 11:01 | 01:29 | 01:05 |
 | Quelling Blade | 16 | 31.37% | 66.0 | 56.25% | +4.82% | +18.75% | -31.25% | -50.00% | 01:46 | -01:29 | -01:29 | -01:29 | -01:28 | 28:41 | 00:01 | 00:00 |
 | Aghanim's Blessing | 5 | 9.80% | 64.0 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 43:08 | 37:57 | 37:57 | 42:51 | 46:46 | 47:04 | 08:49 | 06:31 |
 | Butterfly | 12 | 23.53% | 62.0 | 58.33% | +7.05% | -25.00% | +41.67% | 16.33% | 35:44 | 28:29 | 32:10 | 33:26 | 36:15 | 49:46 | 04:05 | 03:01 |
 | Wind Lace | 18 | 35.29% | 60.0 | 50.00% | -4.55% | +10.00% | 0.00% | -1.66% | 10:09 | 02:57 | 05:59 | 09:27 | 12:01 | 28:40 | 06:02 | 04:28 |
 | Ring of Basilius | 11 | 21.57% | 58.0 | 54.55% | +2.05% | +45.45% | -21.22% | -42.56% | 02:36 | -01:29 | 01:39 | 03:01 | 03:13 | 06:13 | 01:34 | 01:09 |
 | Fluffy Hat | 11 | 21.57% | 56.0 | 54.55% | +2.05% | +12.12% | -21.22% | -5.36% | 08:48 | 02:23 | 03:03 | 07:28 | 09:16 | 23:12 | 06:13 | 04:36 |
 | Falcon Blade | 6 | 11.76% | 54.0 | 66.67% | +15.56% | +33.33% | +33.33% | 0.00% | 06:53 | 03:18 | 05:14 | 05:52 | 09:16 | 09:34 | 04:02 | 02:59 |
 | Crown | 4 | 7.84% | 52.0 | 75.00% | +23.94% | +25.00% | +25.00% | 0.00% | 21:18 | 10:26 | 10:26 | 18:36 | 22:07 | 34:02 | 11:41 | 08:39 |
 | Medallion of Courage | 4 | 7.84% | 50.0 | 75.00% | +23.94% | -75.00% | +25.00% | 0.00% | 19:56 | 14:33 | 14:33 | 15:31 | 16:36 | 33:02 | 02:03 | 01:31 |
 | Blight Stone | 4 | 7.84% | 48.0 | 75.00% | +23.94% | -75.00% | +25.00% | 0.00% | 19:50 | 14:33 | 14:33 | 15:08 | 16:36 | 33:02 | 02:03 | 01:31 |
 | Solar Crest | 4 | 7.84% | 46.0 | 75.00% | +23.94% | +25.00% | +25.00% | 0.00% | 24:57 | 21:24 | 21:24 | 21:31 | 22:33 | 34:21 | 01:09 | 00:51 |
 | Arcane Boots | 2 | 3.92% | 44.0 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 11:29 | 09:19 | 09:19 | 13:39 | 13:39 | 13:39 | 04:20 | 03:12 |
 | Headdress | 2 | 3.92% | 42.0 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 14:27 | 14:14 | 14:14 | 14:40 | 14:40 | 14:40 | 00:26 | 00:19 |
 | Mekansm | 2 | 3.92% | 40.0 | 100.00% | +48.98% | 0.00% | 0.00% | 0.00% | 20:47 | 17:33 | 17:33 | 24:01 | 24:01 | 24:01 | 06:28 | 04:47 |
 | Daedalus | 8 | 15.69% | 38.0 | 50.00% | -3.49% | 0.00% | -50.00% | -20.41% | 33:48 | 28:59 | 29:34 | 31:18 | 32:01 | 49:25 | 02:27 | 01:48 |
 | Tranquil Boots | 5 | 9.80% | 36.0 | 60.00% | +7.83% | +40.00% | +40.00% | 0.00% | 11:06 | 08:26 | 08:26 | 09:58 | 13:12 | 14:00 | 04:46 | 03:31 |
 | Glimmer Cape | 5 | 9.80% | 34.0 | 60.00% | +7.83% | -60.00% | +40.00% | 0.00% | 24:04 | 19:35 | 19:35 | 21:13 | 28:18 | 30:25 | 08:43 | 06:27 |
 | Crystalys | 10 | 19.61% | 32.0 | 40.00% | -16.10% | -6.67% | -40.00% | -4.88% | 29:06 | 20:49 | 24:48 | 27:56 | 31:38 | 47:05 | 06:50 | 05:03 |
 | Mjollnir | 3 | 5.88% | 30.0 | 66.67% | +14.59% | +33.33% | 0.00% | 0.00% | 33:33 | 24:08 | 24:08 | 31:43 | 44:47 | 44:47 | 20:39 | 15:17 |
 | Monkey King Bar | 4 | 7.84% | 28.0 | 50.00% | -3.19% | +50.00% | +50.00% | 0.00% | 30:22 | 23:33 | 23:33 | 28:49 | 28:52 | 40:14 | 05:19 | 03:56 |
 | Swift Blink | 1 | 1.96% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.96% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.96% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.96% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 |
 | Bracer | 1 | 1.96% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.96% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.96% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Divine Rapier | 5 | 9.80% | 12.0 | 40.00% | -14.35% | -40.00% | +60.00% | 0.00% | 45:07 | 42:58 | 42:58 | 44:03 | 45:51 | 49:21 | 02:53 | 02:08 |
 | Force Staff | 5 | 9.80% | 10.0 | 40.00% | -14.35% | -40.00% | +60.00% | 0.00% | 29:49 | 24:00 | 24:00 | 28:53 | 29:39 | 37:51 | 05:39 | 04:11 |
 | Bottle | 2 | 3.92% | 8.0 | 50.00% | -3.06% | +50.00% | 0.00% | 0.00% | 03:09 | 01:43 | 01:43 | 04:35 | 04:35 | 04:35 | 02:52 | 02:07 |
 | Drum of Endurance | 1 | 1.96% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.96% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.96% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 |