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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 | |
 | Crystalys | 5 | 18.52% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 36:19 | 26:16 | 26:16 | 41:31 | 41:50 | 42:59 | 15:34 | 11:31 |
 | Daedalus | 5 | 18.52% | 97.6 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 37:40 | 29:18 | 29:18 | 41:59 | 42:22 | 43:15 | 13:04 | 09:40 |
 | Bottle | 8 | 29.63% | 95.2 | 87.50% | +55.92% | +12.50% | +12.50% | 0.00% | 01:47 | 00:36 | 01:35 | 01:49 | 02:06 | 02:15 | 00:31 | 00:22 |
 | Satanic | 6 | 22.22% | 92.9 | 83.33% | +45.23% | +16.67% | +16.67% | 0.00% | 36:33 | 33:49 | 34:10 | 35:17 | 37:02 | 43:10 | 02:52 | 02:07 |
 | Manta Style | 16 | 59.26% | 90.5 | 56.25% | +19.89% | -6.25% | -6.25% | 0.00% | 19:10 | 15:38 | 16:13 | 17:31 | 20:32 | 28:52 | 04:19 | 03:11 |
 | Black King Bar | 19 | 70.37% | 88.1 | 52.63% | +15.13% | +7.37% | -12.63% | -3.32% | 28:25 | 21:10 | 24:53 | 28:17 | 30:54 | 39:12 | 06:01 | 04:27 |
 | Boots of Speed | 27 | 100.00% | 85.7 | 48.15% | +48.15% | +37.56% | -19.58% | -25.40% | 05:56 | 01:30 | 04:34 | 05:35 | 06:49 | 11:05 | 02:15 | 01:40 |
 | Magic Stick | 27 | 100.00% | 83.3 | 48.15% | +48.15% | -33.86% | +8.99% | 8.72% | 03:18 | -01:29 | -01:28 | 03:13 | 06:23 | 09:44 | 07:51 | 05:48 |
 | Magic Wand | 27 | 100.00% | 81.0 | 48.15% | +48.15% | +8.99% | +8.99% | 0.00% | 06:54 | 01:20 | 04:18 | 06:34 | 08:28 | 16:52 | 04:10 | 03:05 |
 | Power Treads | 27 | 100.00% | 78.6 | 48.15% | +48.15% | +8.99% | -19.58% | -16.17% | 08:12 | 05:27 | 07:14 | 08:08 | 09:00 | 12:50 | 01:46 | 01:18 |
 | Yasha | 22 | 81.48% | 76.2 | 50.00% | +10.00% | 0.00% | +10.00% | 3.30% | 15:04 | 11:29 | 12:35 | 13:07 | 15:37 | 27:41 | 03:02 | 02:14 |
 | Linken's Sphere | 9 | 33.33% | 73.8 | 55.56% | +11.12% | -5.56% | +44.44% | 8.65% | 25:02 | 15:59 | 21:42 | 24:15 | 27:29 | 35:08 | 05:47 | 04:17 |
 | Ring of Health | 9 | 33.33% | 71.4 | 55.56% | +11.12% | -5.56% | +44.44% | 5.65% | 23:34 | 14:26 | 17:34 | 24:13 | 26:25 | 34:18 | 08:51 | 06:33 |
 | Void Stone | 9 | 33.33% | 69.0 | 55.56% | +11.12% | -5.56% | +44.44% | 5.65% | 23:12 | 09:07 | 17:34 | 24:13 | 26:25 | 34:18 | 08:51 | 06:33 |
 | Aghanim's Scepter | 4 | 14.81% | 66.7 | 75.00% | +31.52% | +25.00% | +25.00% | 0.00% | 26:12 | 20:43 | 20:43 | 23:11 | 29:33 | 31:22 | 08:50 | 06:32 |
 | Butterfly | 4 | 14.81% | 64.3 | 75.00% | +31.52% | +25.00% | +25.00% | 0.00% | 45:00 | 34:03 | 34:03 | 37:55 | 45:18 | 1:02:42 | 11:15 | 08:20 |
 | Wind Lace | 2 | 7.41% | 61.9 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:21 | 07:21 | 07:51 | 07:51 | 07:51 | 00:30 | 00:22 |
 | Morbid Mask | 20 | 74.07% | 59.5 | 40.00% | -31.43% | -40.00% | +40.00% | 17.78% | 08:10 | 02:45 | 03:37 | 04:07 | 08:07 | 42:22 | 04:30 | 03:20 |
 | Eye of Skadi | 17 | 62.96% | 57.1 | 41.18% | -18.82% | -16.18% | -16.18% | 0.00% | 30:24 | 22:39 | 25:29 | 29:33 | 33:01 | 42:34 | 07:32 | 05:34 |
 | Ghost Scepter | 14 | 51.85% | 54.8 | 42.86% | -10.99% | +32.14% | -9.53% | -4.84% | 16:26 | 09:17 | 11:30 | 15:38 | 20:07 | 22:06 | 08:37 | 06:22 |
 | Ethereal Blade | 14 | 51.85% | 52.4 | 42.86% | -10.99% | +32.14% | -42.86% | -11.63% | 18:51 | 14:40 | 15:54 | 18:07 | 22:21 | 23:44 | 06:27 | 04:46 |
 | Dragon Lance | 3 | 11.11% | 50.0 | 66.67% | +20.84% | +33.33% | 0.00% | 0.00% | 18:18 | 11:00 | 11:00 | 12:08 | 31:46 | 31:46 | 20:46 | 15:22 |
 | Monkey King Bar | 3 | 11.11% | 47.6 | 66.67% | +20.84% | +33.33% | 0.00% | 0.00% | 39:49 | 36:54 | 36:54 | 40:34 | 41:58 | 41:58 | 05:04 | 03:45 |
 | Javelin | 3 | 11.11% | 45.2 | 66.67% | +20.84% | +33.33% | 0.00% | 0.00% | 39:26 | 36:29 | 36:29 | 40:12 | 41:37 | 41:37 | 05:08 | 03:48 |
 | Wraith Band | 7 | 25.93% | 42.9 | 42.86% | -7.14% | -42.86% | +7.14% | 19.74% | 03:28 | 01:39 | 01:42 | 04:04 | 04:14 | 04:47 | 02:32 | 01:52 |
 | Sange | 8 | 29.63% | 40.5 | 37.50% | -15.13% | +12.50% | +12.50% | 0.00% | 19:18 | 14:50 | 15:17 | 16:23 | 24:00 | 26:27 | 08:43 | 06:27 |
 | Soul Ring | 4 | 14.81% | 38.1 | 50.00% | +2.17% | -50.00% | -50.00% | 0.00% | 07:11 | 03:58 | 03:58 | 05:58 | 09:03 | 09:44 | 05:05 | 03:45 |
 | Ring of Protection | 4 | 14.81% | 35.7 | 50.00% | +2.17% | -50.00% | +50.00% | 0.00% | 06:09 | 03:19 | 03:19 | 05:10 | 07:55 | 08:13 | 04:36 | 03:24 |
 | Kaya | 1 | 3.70% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.70% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:54 | 43:54 | 43:54 | 43:54 | 43:54 | 43:54 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.70% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.70% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 3.70% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 3.70% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Force Staff | 1 | 3.70% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Sange and Yasha | 7 | 25.93% | 16.7 | 28.57% | -26.43% | +21.43% | -28.57% | -50.00% | 19:22 | 15:15 | 15:46 | 16:23 | 16:41 | 27:58 | 00:55 | 00:40 |
 | Hand of Midas | 2 | 7.41% | 14.3 | 50.00% | +2.00% | -50.00% | 0.00% | 0.00% | 12:01 | 10:25 | 10:25 | 13:36 | 13:36 | 13:36 | 03:11 | 02:21 |
 | Quelling Blade | 3 | 11.11% | 11.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.70% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 3.70% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.70% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:38 | 04:38 | 04:38 | 04:38 | 04:38 | 04:38 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.70% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:26 | 34:26 | 34:26 | 34:26 | 34:26 | 34:26 | 00:00 | 00:00 |