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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 | |
 | Aghanim's Scepter | 7 | 58.33% | 100.0 | 57.14% | +37.14% | +42.86% | -7.14% | -3.70% | 32:47 | 22:10 | 22:56 | 34:33 | 36:27 | 47:38 | 13:31 | 10:00 |
 | Urn of Shadows | 11 | 91.67% | 97.4 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 06:49 | 03:59 | 04:52 | 06:56 | 07:48 | 11:04 | 02:56 | 02:10 |
 | Magic Wand | 11 | 91.67% | 94.7 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 10:32 | 01:07 | 05:26 | 11:41 | 15:31 | 16:51 | 10:05 | 07:28 |
 | Spirit Vessel | 11 | 91.67% | 92.1 | 45.45% | +45.45% | +21.22% | -12.12% | -12.74% | 13:26 | 10:33 | 11:42 | 13:55 | 14:19 | 16:07 | 02:37 | 01:56 |
 | Ring of Protection | 11 | 91.67% | 89.5 | 45.45% | +45.45% | +21.22% | +21.22% | 0.00% | 04:49 | -01:29 | 03:23 | 05:06 | 06:35 | 09:18 | 03:12 | 02:22 |
 | Boots of Speed | 12 | 100.00% | 86.8 | 41.67% | +41.67% | +25.00% | -41.67% | -26.49% | 04:46 | -01:29 | 03:22 | 04:58 | 05:53 | 08:57 | 02:31 | 01:51 |
 | Magic Stick | 12 | 100.00% | 84.2 | 41.67% | +41.67% | -8.34% | +58.33% | 11.08% | 03:50 | -01:29 | -01:29 | 02:24 | 07:30 | 15:46 | 08:59 | 06:39 |
 | Force Staff | 3 | 25.00% | 81.6 | 66.67% | +33.34% | +33.33% | 0.00% | -6.80% | 21:01 | 19:03 | 19:03 | 20:04 | 23:57 | 23:57 | 04:54 | 03:37 |
 | Fluffy Hat | 3 | 25.00% | 78.9 | 66.67% | +33.34% | -66.67% | 0.00% | 53.34% | 18:24 | 17:48 | 17:48 | 18:22 | 19:03 | 19:03 | 01:15 | 00:55 |
 | Bottle | 3 | 25.00% | 76.3 | 66.67% | +33.34% | +33.33% | 0.00% | -33.33% | 01:36 | 01:28 | 01:28 | 01:31 | 01:49 | 01:49 | 00:21 | 00:15 |
 | Blink Dagger | 4 | 33.33% | 73.7 | 50.00% | +12.50% | +50.00% | +50.00% | 0.00% | 30:24 | 21:43 | 21:43 | 29:23 | 34:58 | 35:33 | 13:15 | 09:48 |
 | Wraith Pact | 1 | 8.33% | 71.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 8.33% | 68.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 8.33% | 65.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 8.33% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:14 | 1:03:14 | 1:03:14 | 1:03:14 | 1:03:14 | 1:03:14 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 8.33% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 8.33% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 25:51 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 8.33% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 8.33% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 8.33% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:28 | 1:09:28 | 1:09:28 | 1:09:28 | 1:09:28 | 1:09:28 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 8.33% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Sange | 1 | 8.33% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 8.33% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Power Treads | 1 | 8.33% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 07:26 | 00:00 | 00:00 |
 | Buckler | 1 | 8.33% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 8.33% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:07 | 24:07 | 24:07 | 24:07 | 24:07 | 24:07 | 00:00 | 00:00 |
 | Wind Lace | 8 | 66.67% | 31.6 | 25.00% | -50.00% | -25.00% | +25.00% | 15.23% | 08:23 | 04:59 | 05:33 | 08:22 | 08:50 | 13:11 | 03:17 | 02:25 |
 | Kaya | 2 | 16.67% | 28.9 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 31:22 | 25:29 | 25:29 | 37:14 | 37:14 | 37:14 | 11:45 | 08:42 |
 | Bracer | 2 | 16.67% | 26.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 03:12 | 03:09 | 03:09 | 03:14 | 03:14 | 03:14 | 00:05 | 00:03 |
 | Black King Bar | 3 | 25.00% | 23.7 | 33.33% | -11.11% | -33.33% | 0.00% | 2.88% | 26:28 | 22:10 | 22:10 | 23:29 | 33:44 | 33:44 | 11:34 | 08:34 |
 | Hood of Defiance | 3 | 25.00% | 21.1 | 33.33% | -11.11% | +66.67% | 0.00% | -14.49% | 17:21 | 14:27 | 14:27 | 18:33 | 19:03 | 19:03 | 04:36 | 03:24 |
 | Ring of Health | 3 | 25.00% | 18.4 | 33.33% | -11.11% | +66.67% | 0.00% | -15.39% | 16:48 | 13:56 | 13:56 | 18:12 | 18:16 | 18:16 | 04:20 | 03:12 |
 | Headdress | 3 | 25.00% | 15.8 | 33.33% | -11.11% | +66.67% | 0.00% | -1.82% | 31:17 | 16:41 | 16:41 | 23:57 | 53:14 | 53:14 | 36:33 | 27:04 |
 | Pipe of Insight | 3 | 25.00% | 13.2 | 33.33% | -11.11% | +66.67% | 0.00% | -1.88% | 31:42 | 17:49 | 17:49 | 23:58 | 53:18 | 53:18 | 35:29 | 26:17 |
 | Wraith Band | 4 | 33.33% | 10.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 02:23 | 01:52 | 01:52 | 02:09 | 02:18 | 03:11 | 00:26 | 00:19 |
 | Tranquil Boots | 5 | 41.67% | 7.9 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 08:54 | 06:20 | 06:20 | 08:23 | 09:24 | 13:54 | 03:04 | 02:16 |
 | Lotus Orb | 1 | 8.33% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 27:45 | 00:00 | 00:00 |
 | Void Stone | 1 | 8.33% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |