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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 | |
 | Kaya and Sange | 4 | 50.00% | 100.0 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 30:49 | 27:05 | 27:05 | 31:43 | 32:11 | 32:17 | 05:06 | 03:46 |
 | Kaya | 4 | 50.00% | 96.9 | 75.00% | +75.00% | +25.00% | -75.00% | -19.23% | 30:25 | 26:34 | 26:34 | 31:25 | 31:46 | 31:53 | 05:12 | 03:51 |
 | Sange | 5 | 62.50% | 93.8 | 60.00% | +60.00% | +40.00% | -60.00% | -15.83% | 29:55 | 24:11 | 24:11 | 29:48 | 30:30 | 36:21 | 06:19 | 04:40 |
 | Manta Style | 5 | 62.50% | 90.6 | 60.00% | +60.00% | +40.00% | -60.00% | -24.59% | 23:36 | 20:29 | 20:29 | 22:23 | 24:33 | 29:19 | 04:04 | 03:00 |
 | Aghanim's Scepter | 6 | 75.00% | 87.5 | 50.00% | +50.00% | +50.00% | -50.00% | -29.13% | 17:09 | 13:41 | 15:01 | 17:20 | 18:27 | 20:55 | 03:26 | 02:32 |
 | Boots of Travel 2 | 3 | 37.50% | 84.4 | 66.67% | +46.67% | +33.33% | 0.00% | -1.79% | 48:18 | 40:36 | 40:36 | 45:05 | 59:14 | 59:14 | 18:38 | 13:48 |
 | Bloodstone | 3 | 37.50% | 81.3 | 66.67% | +46.67% | +33.33% | 0.00% | -12.34% | 27:51 | 26:27 | 26:27 | 27:56 | 29:09 | 29:09 | 02:42 | 02:00 |
 | Bottle | 7 | 87.50% | 78.1 | 42.86% | +42.86% | +57.14% | -42.86% | -100.00% | 01:35 | 01:06 | 01:11 | 01:31 | 01:50 | 02:18 | 00:39 | 00:28 |
 | Yasha | 7 | 87.50% | 75.0 | 42.86% | +42.86% | +57.14% | -42.86% | -18.75% | 21:01 | 16:37 | 17:05 | 20:39 | 22:25 | 26:44 | 05:20 | 03:57 |
 | Boots of Speed | 8 | 100.00% | 71.9 | 37.50% | +37.50% | +12.50% | -37.50% | -33.33% | 04:05 | 00:47 | 03:03 | 03:41 | 04:33 | 07:18 | 01:30 | 01:06 |
 | Wraith Band | 5 | 62.50% | 68.8 | 40.00% | +6.67% | +60.00% | +60.00% | 0.00% | 09:34 | 02:37 | 02:37 | 05:11 | 07:44 | 28:33 | 05:07 | 03:47 |
 | Black King Bar | 1 | 12.50% | 65.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Magic Stick | 7 | 87.50% | 62.5 | 28.57% | -71.43% | -28.57% | +21.43% | 33.33% | 04:13 | -01:29 | 02:18 | 03:47 | 03:48 | 11:04 | 01:30 | 01:06 |
 | Magic Wand | 7 | 87.50% | 59.4 | 28.57% | -71.43% | -28.57% | +21.43% | 16.48% | 05:52 | 02:40 | 03:29 | 05:08 | 06:31 | 11:24 | 03:02 | 02:14 |
 | Boots of Travel | 2 | 25.00% | 56.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 35:58 | 28:13 | 28:13 | 43:42 | 43:42 | 43:42 | 15:29 | 11:28 |
 | Shiva's Guard | 2 | 25.00% | 53.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 43:19 | 37:44 | 37:44 | 48:54 | 48:54 | 48:54 | 11:10 | 08:16 |
 | Wind Lace | 4 | 50.00% | 50.0 | 25.00% | -25.00% | -25.00% | +75.00% | 14.71% | 08:54 | 03:03 | 03:03 | 06:05 | 09:51 | 16:38 | 06:48 | 05:02 |
 | Fluffy Hat | 2 | 25.00% | 46.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:21 | 15:16 | 15:16 | 21:26 | 21:26 | 21:26 | 06:10 | 04:34 |
 | Overwhelming Blink | 1 | 12.50% | 43.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 12.50% | 40.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 25.00% | 37.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:48 | 20:12 | 20:12 | 45:23 | 45:23 | 45:23 | 25:11 | 18:39 |
 | Hurricane Pike | 2 | 25.00% | 34.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 20:10 | 18:19 | 18:19 | 22:00 | 22:00 | 22:00 | 03:41 | 02:43 |
 | Blink Dagger | 1 | 12.50% | 31.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 12.50% | 28.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Crown | 1 | 12.50% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 00:00 | 00:00 |
 | Dragon Lance | 2 | 25.00% | 21.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 11:51 | 10:19 | 10:19 | 13:23 | 13:23 | 13:23 | 03:04 | 02:16 |
 | Rod of Atos | 1 | 12.50% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 12.50% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Force Staff | 2 | 25.00% | 12.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:18 | 17:09 | 17:09 | 21:27 | 21:27 | 21:27 | 04:18 | 03:11 |
 | Hand of Midas | 1 | 12.50% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 00:00 | 00:00 |
 | Power Treads | 2 | 25.00% | 6.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 06:53 | 06:51 | 06:51 | 06:55 | 06:55 | 06:55 | 00:04 | 00:02 |
 | Cornucopia | 1 | 12.50% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |