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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 Shard | 5 | 20.83% | 100.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 34:52 | 24:18 | 24:18 | 34:30 | 37:01 | 47:47 | 12:43 | 09:25 |
 | Ring of Protection | 16 | 66.67% | 97.7 | 75.00% | +37.50% | +25.00% | 0.00% | -23.08% | 04:10 | -01:29 | -01:29 | -01:28 | 02:34 | 39:54 | 04:03 | 03:00 |
 | Power Treads | 14 | 58.33% | 95.5 | 71.43% | +21.43% | +3.57% | -4.76% | -4.03% | 09:27 | 05:46 | 06:43 | 07:12 | 08:47 | 34:27 | 02:04 | 01:31 |
 | Boots of Speed | 24 | 100.00% | 93.2 | 62.50% | +62.50% | +4.17% | -12.50% | -6.03% | 04:08 | 01:38 | 02:36 | 03:53 | 05:22 | 07:19 | 02:46 | 02:02 |
 | Urn of Shadows | 13 | 54.17% | 90.9 | 69.23% | +14.68% | -2.56% | -35.90% | -20.62% | 03:44 | 01:58 | 02:45 | 04:10 | 04:22 | 05:19 | 01:37 | 01:11 |
 | Fluffy Hat | 6 | 25.00% | 88.6 | 83.33% | +27.77% | +16.67% | -83.33% | -9.85% | 16:42 | 07:26 | 10:50 | 13:09 | 20:59 | 30:03 | 10:09 | 07:31 |
 | Dragon Lance | 17 | 70.83% | 86.4 | 64.71% | +7.57% | +10.29% | +10.29% | 0.00% | 15:11 | 07:23 | 12:08 | 13:53 | 16:47 | 30:27 | 04:39 | 03:26 |
 | Sange | 3 | 12.50% | 84.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 19:22 | 16:25 | 16:25 | 20:03 | 21:37 | 21:37 | 05:12 | 03:51 |
 | Magic Stick | 21 | 87.50% | 81.8 | 57.14% | -42.86% | -17.14% | +2.86% | 4.44% | 04:07 | -01:29 | 01:28 | 04:46 | 05:58 | 08:34 | 04:30 | 03:20 |
 | Magic Wand | 20 | 83.33% | 79.5 | 55.00% | -45.00% | -15.00% | +45.00% | 12.90% | 06:41 | 00:40 | 03:53 | 06:59 | 08:32 | 09:54 | 04:39 | 03:26 |
 | Wind Lace | 9 | 37.50% | 77.3 | 66.67% | +6.67% | -16.67% | +33.33% | 4.83% | 10:32 | 03:30 | 03:43 | 07:15 | 14:04 | 25:20 | 10:21 | 07:40 |
 | Spirit Vessel | 5 | 20.83% | 75.0 | 80.00% | +22.11% | +20.00% | -80.00% | -20.13% | 13:53 | 10:36 | 10:36 | 13:14 | 15:34 | 17:50 | 04:58 | 03:40 |
 | Hurricane Pike | 5 | 20.83% | 72.7 | 80.00% | +22.11% | +20.00% | +20.00% | 0.00% | 28:02 | 17:53 | 17:53 | 24:34 | 31:18 | 43:37 | 13:25 | 09:56 |
 | Eye of Skadi | 5 | 20.83% | 70.5 | 80.00% | +22.11% | +20.00% | +20.00% | 0.00% | 32:29 | 29:14 | 29:14 | 31:16 | 35:33 | 36:33 | 06:19 | 04:40 |
 | Force Staff | 5 | 20.83% | 68.2 | 80.00% | +22.11% | +20.00% | +20.00% | 0.00% | 27:20 | 17:53 | 17:53 | 23:41 | 30:03 | 43:37 | 12:10 | 09:00 |
 | Black King Bar | 16 | 66.67% | 65.9 | 56.25% | -18.75% | -6.25% | +43.75% | 7.23% | 23:32 | 15:13 | 19:36 | 23:29 | 26:31 | 31:36 | 06:55 | 05:07 |
 | Yasha | 2 | 8.33% | 63.6 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 21:20 | 17:56 | 17:56 | 24:44 | 24:44 | 24:44 | 06:48 | 05:02 |
 | Javelin | 2 | 8.33% | 61.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 36:32 | 24:17 | 24:17 | 48:47 | 48:47 | 48:47 | 24:30 | 18:08 |
 | Shiva's Guard | 2 | 8.33% | 59.1 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 40:24 | 32:47 | 32:47 | 48:01 | 48:01 | 48:01 | 15:14 | 11:17 |
 | Heaven's Halberd | 2 | 8.33% | 56.8 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 20:36 | 18:16 | 18:16 | 22:56 | 22:56 | 22:56 | 04:40 | 03:27 |
 | Assault Cuirass | 2 | 8.33% | 54.5 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 33:49 | 27:19 | 27:19 | 40:19 | 40:19 | 40:19 | 13:00 | 09:37 |
 | Buckler | 2 | 8.33% | 52.3 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 33:00 | 26:06 | 26:06 | 39:54 | 39:54 | 39:54 | 13:48 | 10:13 |
 | Rod of Atos | 7 | 29.17% | 50.0 | 57.14% | -7.57% | -7.14% | -7.14% | 0.00% | 14:08 | 12:31 | 13:21 | 13:59 | 14:30 | 15:44 | 01:09 | 00:51 |
 | Crown | 7 | 29.17% | 47.7 | 57.14% | -7.57% | -7.14% | -57.14% | -35.29% | 08:47 | 03:32 | 07:45 | 09:05 | 09:10 | 13:52 | 01:25 | 01:02 |
 | Bottle | 4 | 16.67% | 45.5 | 50.00% | -15.00% | +50.00% | -50.00% | -100.00% | 02:42 | 01:13 | 01:13 | 01:31 | 01:48 | 06:17 | 00:35 | 00:25 |
 | Falcon Blade | 1 | 4.17% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 4.17% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Maelstrom | 1 | 4.17% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.17% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Mjollnir | 1 | 4.17% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |
 | Satanic | 1 | 4.17% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 4.17% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:21 | 25:21 | 25:21 | 25:21 | 25:21 | 25:21 | 00:00 | 00:00 |
 | Manta Style | 1 | 4.17% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Daedalus | 1 | 4.17% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:30 | 37:30 | 37:30 | 37:30 | 37:30 | 37:30 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.17% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:13 | 53:13 | 53:13 | 53:13 | 53:13 | 53:13 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.17% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 00:00 | 00:00 |
 | Wraith Band | 1 | 4.17% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 00:00 | 00:00 |
 | Void Stone | 1 | 4.17% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:07 | 53:07 | 53:07 | 53:07 | 53:07 | 53:07 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.17% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.17% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.17% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Crystalys | 2 | 8.33% | 6.8 | 50.00% | -13.64% | -50.00% | 0.00% | 0.00% | 31:15 | 28:15 | 28:15 | 34:15 | 34:15 | 34:15 | 06:00 | 04:26 |
 | Quelling Blade | 3 | 12.50% | 4.5 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 8.33% | 2.3 | 0.00% | -68.18% | 0.00% | 0.00% | 0.00% | 30:31 | 29:00 | 29:00 | 32:02 | 32:02 | 32:02 | 03:02 | 02:14 |