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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 | 4 | 22.22% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:39 | 24:18 | 24:18 | 30:46 | 34:30 | 37:01 | 10:12 | 07:33 |
 | Ring of Protection | 12 | 66.67% | 96.9 | 75.00% | +41.67% | -8.33% | -8.33% | 0.00% | 00:03 | -01:29 | -01:29 | -01:29 | 02:22 | 04:03 | 03:51 | 02:51 |
 | Power Treads | 12 | 66.67% | 93.8 | 75.00% | +41.67% | -8.33% | -8.33% | 0.00% | 09:47 | 05:46 | 06:38 | 07:12 | 08:47 | 34:27 | 02:09 | 01:35 |
 | Urn of Shadows | 11 | 61.11% | 90.6 | 72.73% | +29.87% | -6.06% | -39.40% | -21.51% | 03:57 | 02:42 | 02:49 | 04:13 | 04:22 | 05:19 | 01:33 | 01:08 |
 | Boots of Speed | 18 | 100.00% | 87.5 | 61.11% | +61.11% | -1.11% | -36.11% | -11.73% | 04:15 | 01:38 | 02:36 | 04:21 | 05:35 | 07:19 | 02:59 | 02:12 |
 | Magic Stick | 17 | 94.44% | 84.4 | 58.82% | -41.18% | -33.82% | +16.18% | 11.11% | 04:12 | -01:29 | 01:28 | 04:46 | 05:58 | 08:34 | 04:30 | 03:20 |
 | Black King Bar | 13 | 72.22% | 81.3 | 61.54% | +1.54% | -28.21% | +38.46% | 11.05% | 24:17 | 19:02 | 20:37 | 24:30 | 26:39 | 31:36 | 06:02 | 04:28 |
 | Dragon Lance | 11 | 61.11% | 78.1 | 63.64% | +6.50% | +3.03% | +36.36% | 7.17% | 14:40 | 11:23 | 12:08 | 13:43 | 16:47 | 19:40 | 04:39 | 03:26 |
 | Spirit Vessel | 5 | 27.78% | 75.0 | 80.00% | +26.15% | +20.00% | -80.00% | -20.13% | 13:53 | 10:36 | 10:36 | 13:14 | 15:34 | 17:50 | 04:58 | 03:40 |
 | Magic Wand | 16 | 88.89% | 71.9 | 56.25% | -43.75% | -6.25% | +43.75% | 10.14% | 06:21 | 00:40 | 03:26 | 06:31 | 08:22 | 09:54 | 04:56 | 03:39 |
 | Wind Lace | 8 | 44.44% | 68.8 | 62.50% | +2.50% | -12.50% | +37.50% | 6.38% | 11:25 | 03:43 | 06:14 | 07:15 | 14:04 | 25:20 | 07:50 | 05:48 |
 | Fluffy Hat | 4 | 22.22% | 65.6 | 75.00% | +17.86% | +25.00% | -75.00% | -12.77% | 20:30 | 13:09 | 13:09 | 17:47 | 20:59 | 30:03 | 07:50 | 05:48 |
 | Hurricane Pike | 4 | 22.22% | 62.5 | 75.00% | +17.86% | +25.00% | -75.00% | -14.96% | 24:08 | 17:53 | 17:53 | 22:48 | 24:34 | 31:18 | 06:41 | 04:57 |
 | Force Staff | 4 | 22.22% | 59.4 | 75.00% | +17.86% | +25.00% | -75.00% | -17.24% | 23:16 | 17:53 | 17:53 | 21:28 | 23:41 | 30:03 | 05:48 | 04:17 |
 | Javelin | 2 | 11.11% | 56.3 | 100.00% | +43.75% | 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 | 11.11% | 53.1 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 40:24 | 32:47 | 32:47 | 48:01 | 48:01 | 48:01 | 15:14 | 11:17 |
 | Rod of Atos | 7 | 38.89% | 50.0 | 57.14% | -6.50% | -7.14% | -7.14% | 0.00% | 14:08 | 12:31 | 13:21 | 13:59 | 14:30 | 15:44 | 01:09 | 00:51 |
 | Crown | 7 | 38.89% | 46.9 | 57.14% | -6.50% | -7.14% | -57.14% | -35.29% | 08:47 | 03:32 | 07:45 | 09:05 | 09:10 | 13:52 | 01:25 | 01:02 |
 | Eye of Skadi | 3 | 16.67% | 43.8 | 66.67% | +6.67% | -66.67% | 0.00% | 0.00% | 33:58 | 29:47 | 29:47 | 35:33 | 36:33 | 36:33 | 06:46 | 05:00 |
 | Mjollnir | 1 | 5.56% | 40.6 | 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 |
 | Sange | 1 | 5.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 00:00 | 00:00 |
 | Maelstrom | 1 | 5.56% | 34.4 | 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 |
 | Drum of Endurance | 1 | 5.56% | 31.3 | 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 |
 | Heaven's Halberd | 1 | 5.56% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.56% | 25.0 | 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 |
 | Void Stone | 1 | 5.56% | 21.9 | 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 | 5.56% | 18.8 | 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 |
 | Blink Dagger | 1 | 5.56% | 15.6 | 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 |
 | Bottle | 3 | 16.67% | 12.5 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 03:00 | 01:13 | 01:13 | 01:31 | 06:17 | 06:17 | 05:04 | 03:45 |
 | Aghanim's Scepter | 2 | 11.11% | 9.4 | 0.00% | -68.75% | 0.00% | 0.00% | 0.00% | 30:31 | 29:00 | 29:00 | 32:02 | 32:02 | 32:02 | 03:02 | 02:14 |
 | Crystalys | 1 | 5.56% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 5.56% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |