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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 | 5 | 41.67% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:31 | 19:40 | 22:15 | 22:21 | 27:21 | 30:56 | 05:06 | 03:46 |
 | Buckler | 5 | 41.67% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 21:13 | 16:49 | 17:04 | 19:45 | 24:44 | 27:43 | 07:40 | 05:40 |
 | Arcane Boots | 7 | 58.33% | 87.1 | 85.71% | +45.71% | +14.29% | +14.29% | 0.00% | 16:56 | 11:53 | 14:57 | 15:36 | 18:06 | 24:59 | 03:09 | 02:20 |
 | Aether Lens | 7 | 58.33% | 87.1 | 85.71% | +45.71% | +14.29% | -35.71% | -3.33% | 31:30 | 19:33 | 22:04 | 31:04 | 37:05 | 51:37 | 15:00 | 11:07 |
 | Ring of Basilius | 7 | 58.33% | 87.1 | 85.71% | +45.71% | -35.71% | +14.29% | 9.82% | 15:49 | 11:49 | 12:18 | 14:27 | 17:24 | 24:59 | 05:05 | 03:46 |
 | Chainmail | 6 | 50.00% | 80.2 | 83.33% | +33.33% | +16.67% | -33.33% | -6.76% | 19:23 | 11:16 | 13:37 | 16:20 | 21:00 | 37:02 | 07:23 | 05:28 |
 | Ring of Protection | 6 | 50.00% | 80.2 | 83.33% | +33.33% | +16.67% | -33.33% | -21.16% | 17:46 | 15:08 | 16:43 | 16:56 | 19:04 | 21:09 | 02:21 | 01:45 |
 | Headdress | 6 | 50.00% | 80.2 | 83.33% | +33.33% | +16.67% | -33.33% | -5.48% | 19:09 | 11:45 | 12:33 | 15:20 | 21:41 | 37:02 | 09:07 | 06:45 |
 | Mekansm | 6 | 50.00% | 80.2 | 83.33% | +33.33% | +16.67% | -33.33% | -6.36% | 20:29 | 12:40 | 14:48 | 17:26 | 22:40 | 37:02 | 07:52 | 05:49 |
 | Void Stone | 8 | 66.67% | 76.8 | 75.00% | +25.00% | +25.00% | -25.00% | -3.63% | 30:50 | 17:40 | 22:30 | 32:05 | 36:16 | 49:29 | 13:46 | 10:11 |
 | Boots of Speed | 8 | 66.67% | 76.8 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 11:12 | 03:28 | 10:58 | 11:51 | 12:45 | 14:24 | 01:46 | 01:18 |
 | Magic Wand | 10 | 83.33% | 75.7 | 70.00% | +20.00% | +30.00% | -36.67% | -14.12% | 04:46 | 01:01 | 02:24 | 04:18 | 07:07 | 08:51 | 04:43 | 03:29 |
 | Magic Stick | 10 | 83.33% | 75.7 | 70.00% | +20.00% | +10.00% | -36.67% | -46.67% | 00:19 | -01:29 | -01:29 | -01:28 | 01:06 | 05:31 | 02:35 | 01:55 |
 | Crown | 5 | 41.67% | 70.6 | 80.00% | +22.86% | -30.00% | +20.00% | 47.62% | 22:54 | 16:58 | 21:09 | 21:17 | 22:12 | 32:53 | 01:03 | 00:46 |
 | Ethereal Blade | 5 | 41.67% | 70.6 | 80.00% | +22.86% | +20.00% | -30.00% | -12.30% | 38:48 | 23:19 | 37:49 | 38:09 | 41:53 | 52:52 | 04:04 | 03:00 |
 | Null Talisman | 11 | 91.67% | 70.3 | 63.64% | -36.36% | +36.36% | +3.03% | -3.44% | 08:13 | 02:06 | 03:12 | 06:37 | 12:53 | 18:04 | 09:40 | 07:10 |
 | Diadem | 11 | 91.67% | 70.3 | 63.64% | -36.36% | +3.03% | -30.31% | -5.43% | 14:27 | 05:42 | 07:31 | 08:43 | 13:39 | 47:12 | 06:08 | 04:32 |
 | Holy Locket | 9 | 75.00% | 69.6 | 66.67% | 0.00% | +33.33% | -66.67% | -49.18% | 11:33 | 09:03 | 09:47 | 11:10 | 11:49 | 16:04 | 02:02 | 01:30 |
 | Aghanim's Scepter | 7 | 58.33% | 69.4 | 71.43% | +11.43% | +28.57% | -21.43% | -2.68% | 36:26 | 17:14 | 22:57 | 30:35 | 41:37 | 1:18:02 | 18:40 | 13:49 |
 | Aghanim's Shard | 4 | 33.33% | 57.5 | 75.00% | +12.50% | -75.00% | +25.00% | 0.00% | 36:40 | 25:32 | 30:26 | 34:15 | 40:29 | 52:37 | 10:03 | 07:27 |
 | Solar Crest | 4 | 33.33% | 57.5 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 21:29 | 17:26 | 20:38 | 22:08 | 22:59 | 24:14 | 02:21 | 01:45 |
 | Pavise | 4 | 33.33% | 57.5 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 20:26 | 17:08 | 19:50 | 21:13 | 21:49 | 22:10 | 01:59 | 01:28 |
 | Ghost Scepter | 4 | 33.33% | 57.5 | 75.00% | +12.50% | +25.00% | -75.00% | 0.00% | 35:28 | 21:21 | 28:43 | 34:28 | 41:13 | 51:34 | 12:29 | 09:15 |
 | Blink Dagger | 5 | 41.67% | 47.6 | 60.00% | -11.43% | +40.00% | -10.00% | -2.47% | 17:11 | 08:25 | 08:49 | 09:03 | 29:03 | 30:36 | 20:14 | 14:59 |
 | Fluffy Hat | 5 | 41.67% | 47.6 | 60.00% | -11.43% | +40.00% | -60.00% | -22.47% | 20:27 | 15:08 | 16:42 | 19:48 | 21:09 | 29:28 | 04:27 | 03:17 |
 | Kaya | 3 | 25.00% | 39.6 | 66.67% | 0.00% | +33.33% | +33.33% | 0.00% | 18:59 | 11:44 | 14:02 | 16:20 | 22:36 | 28:53 | 08:34 | 06:21 |
 | Wind Lace | 3 | 25.00% | 39.6 | 66.67% | 0.00% | +33.33% | -66.67% | 0.00% | 19:25 | 16:58 | 18:33 | 20:08 | 20:39 | 21:10 | 02:06 | 01:33 |
 | Black King Bar | 4 | 33.33% | 32.0 | 50.00% | -25.00% | -50.00% | -50.00% | 0.00% | 36:23 | 22:30 | 25:03 | 27:20 | 38:39 | 1:08:21 | 13:35 | 10:03 |
 | Bottle | 4 | 33.33% | 32.0 | 50.00% | -25.00% | +50.00% | -50.00% | 0.00% | 05:49 | 01:07 | 01:40 | 02:08 | 06:17 | 17:53 | 04:37 | 03:25 |
 | Veil of Discord | 1 | 8.33% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 8.33% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 8.33% | 28.3 | 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 |
 | Yasha and Kaya | 1 | 8.33% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Yasha | 1 | 8.33% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 45:12 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 41.67% | 27.6 | 40.00% | -45.71% | +10.00% | +10.00% | 0.00% | 21:40 | 16:24 | 17:49 | 21:28 | 23:44 | 28:53 | 05:55 | 04:22 |
 | Arcane Blink | 2 | 16.67% | 17.0 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 51:54 | 38:47 | 45:20 | 51:53 | 58:26 | 1:05:00 | 13:06 | 09:42 |
 | Kaya and Sange | 2 | 16.67% | 17.0 | 50.00% | -20.00% | -50.00% | +50.00% | 0.00% | 29:09 | 26:25 | 27:46 | 29:08 | 30:30 | 31:52 | 02:43 | 02:01 |
 | Aghanim's Blessing | 2 | 16.67% | 17.0 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 1:01:46 | 45:30 | 53:38 | 1:01:46 | 1:09:54 | 1:18:02 | 16:16 | 12:02 |
 | Dagon (level 2) | 2 | 16.67% | 17.0 | 50.00% | -20.00% | -50.00% | +50.00% | 0.00% | 40:33 | 31:36 | 36:04 | 40:32 | 45:00 | 49:29 | 08:56 | 06:37 |
 | Dagon (level 3) | 2 | 16.67% | 17.0 | 50.00% | -20.00% | -50.00% | +50.00% | 0.00% | 41:17 | 33:05 | 37:11 | 41:17 | 45:23 | 49:29 | 08:12 | 06:04 |
 | Scythe of Vyse | 2 | 16.67% | 17.0 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 38:12 | 35:48 | 37:00 | 38:12 | 39:24 | 40:36 | 02:24 | 01:46 |
 | Force Staff | 2 | 16.67% | 17.0 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 27:59 | 26:30 | 27:14 | 27:59 | 28:43 | 29:28 | 01:29 | 01:05 |
 | Rod of Atos | 2 | 16.67% | 17.0 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 12:38 | 12:23 | 12:30 | 12:38 | 12:45 | 12:53 | 00:15 | 00:11 |
 | Dagon (level 5) | 2 | 16.67% | 17.0 | 50.00% | -20.00% | -50.00% | +50.00% | 0.00% | 43:34 | 36:45 | 40:09 | 43:34 | 46:58 | 50:23 | 06:49 | 05:02 |
 | Dagon (level 4) | 2 | 16.67% | 17.0 | 50.00% | -20.00% | -50.00% | +50.00% | 0.00% | 42:18 | 35:07 | 38:42 | 42:18 | 45:53 | 49:29 | 07:11 | 05:19 |
 | Dagon | 3 | 25.00% | 13.4 | 33.33% | -44.45% | -33.33% | +66.67% | 0.00% | 38:45 | 31:32 | 34:32 | 37:32 | 42:22 | 47:12 | 07:50 | 05:48 |
 | Quelling Blade | 1 | 8.33% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |
 | Sange | 1 | 8.33% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |