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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 | |
 | Satanic | 12 | 28.57% | 100.0 | 83.33% | +43.33% | -16.66% | +16.67% | 6.80% | 37:58 | 23:35 | 34:48 | 37:09 | 39:42 | 50:28 | 04:54 | 03:37 |
 | Sange | 10 | 23.81% | 97.4 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 22:05 | 14:34 | 16:18 | 18:21 | 28:07 | 34:45 | 11:49 | 08:45 |
 | Eye of Skadi | 18 | 42.86% | 94.7 | 66.67% | +25.00% | +33.33% | -16.67% | -6.29% | 28:01 | 21:47 | 23:33 | 27:03 | 31:30 | 36:10 | 07:57 | 05:53 |
 | Morbid Mask | 24 | 57.14% | 92.1 | 58.33% | +13.89% | -25.00% | +41.67% | 23.26% | 08:40 | 02:45 | 03:45 | 05:29 | 06:37 | 37:40 | 02:52 | 02:07 |
 | Boots of Speed | 42 | 100.00% | 89.5 | 52.38% | +52.38% | +20.35% | -2.38% | -8.97% | 05:45 | 02:05 | 04:25 | 05:52 | 06:57 | 08:59 | 02:32 | 01:52 |
 | Magic Stick | 40 | 95.24% | 86.8 | 52.50% | +2.50% | -2.50% | -22.50% | -4.63% | 03:31 | -01:29 | 01:03 | 01:56 | 05:22 | 16:41 | 04:19 | 03:11 |
 | Magic Wand | 40 | 95.24% | 84.2 | 52.50% | +2.50% | -2.50% | +7.50% | 2.04% | 06:31 | 01:41 | 03:16 | 06:14 | 08:10 | 17:09 | 04:54 | 03:37 |
 | Sange and Yasha | 8 | 19.05% | 81.6 | 75.00% | +27.94% | +25.00% | -25.00% | -8.75% | 19:37 | 15:05 | 16:07 | 18:17 | 21:50 | 28:07 | 05:43 | 04:14 |
 | Power Treads | 38 | 90.48% | 78.9 | 52.63% | +2.63% | -12.63% | +25.15% | 16.92% | 08:44 | 05:20 | 07:23 | 08:24 | 09:37 | 17:09 | 02:14 | 01:39 |
 | Yasha | 34 | 80.95% | 76.3 | 52.94% | +2.94% | -8.50% | +9.56% | 3.35% | 16:04 | 10:48 | 12:41 | 13:42 | 18:04 | 36:57 | 05:23 | 03:59 |
 | Wraith Band | 30 | 71.43% | 73.7 | 53.33% | +3.33% | +9.17% | -24.76% | -21.21% | 03:37 | 01:23 | 02:08 | 03:03 | 03:44 | 14:41 | 01:36 | 01:11 |
 | Blink Dagger | 3 | 7.14% | 71.1 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 37:47 | 20:41 | 20:41 | 38:59 | 53:41 | 53:41 | 33:00 | 24:26 |
 | Aghanim's Shard | 3 | 7.14% | 68.4 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 50:08 | 45:36 | 45:36 | 49:18 | 55:30 | 55:30 | 09:54 | 07:20 |
 | Ethereal Blade | 25 | 59.52% | 65.8 | 52.00% | -0.94% | -2.00% | -2.00% | 0.00% | 19:49 | 14:01 | 16:39 | 19:42 | 22:03 | 29:23 | 05:24 | 04:00 |
 | Ghost Scepter | 25 | 59.52% | 63.2 | 52.00% | -0.94% | -2.00% | -2.00% | 0.00% | 17:25 | 09:01 | 13:40 | 16:52 | 20:10 | 29:07 | 06:30 | 04:48 |
 | Black King Bar | 25 | 59.52% | 60.5 | 52.00% | -0.94% | -2.00% | -2.00% | 0.00% | 29:02 | 20:39 | 24:21 | 29:00 | 30:40 | 42:10 | 06:19 | 04:40 |
 | Manta Style | 23 | 54.76% | 57.9 | 52.17% | -0.46% | +14.50% | -2.17% | -3.65% | 19:53 | 14:20 | 16:27 | 17:32 | 21:01 | 37:00 | 04:34 | 03:22 |
 | Bottle | 14 | 33.33% | 55.3 | 57.14% | +7.14% | +17.86% | -57.14% | -75.00% | 01:57 | 01:20 | 01:40 | 01:46 | 02:20 | 02:55 | 00:40 | 00:29 |
 | Void Stone | 12 | 28.57% | 52.6 | 58.33% | +8.33% | +8.34% | +8.34% | 0.00% | 18:29 | 07:10 | 09:24 | 14:08 | 19:42 | 43:11 | 10:18 | 07:37 |
 | Ring of Health | 12 | 28.57% | 50.0 | 58.33% | +8.33% | -58.33% | +8.34% | 4.26% | 15:15 | 03:24 | 04:02 | 07:22 | 19:42 | 43:10 | 15:40 | 11:36 |
 | Linken's Sphere | 12 | 28.57% | 47.4 | 58.33% | +8.33% | -25.00% | +8.34% | 3.55% | 21:55 | 12:03 | 15:03 | 16:27 | 24:27 | 43:26 | 09:24 | 06:57 |
 | Swift Blink | 2 | 4.76% | 44.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:58 | 42:08 | 42:08 | 57:48 | 57:48 | 57:48 | 15:40 | 11:36 |
 | Kaya | 2 | 4.76% | 42.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:28 | 26:10 | 26:10 | 34:45 | 34:45 | 34:45 | 08:35 | 06:21 |
 | Daedalus | 7 | 16.67% | 39.5 | 57.14% | +5.71% | -7.14% | +42.86% | 0.00% | 37:33 | 31:26 | 35:23 | 37:44 | 37:50 | 44:18 | 02:27 | 01:48 |
 | Crystalys | 7 | 16.67% | 36.8 | 57.14% | +5.71% | -7.14% | +42.86% | 0.00% | 33:41 | 25:53 | 31:19 | 34:14 | 35:43 | 38:35 | 04:24 | 03:15 |
 | Ring of Basilius | 7 | 16.67% | 34.2 | 57.14% | +5.71% | +42.86% | -57.14% | 0.00% | 06:51 | 03:46 | 04:15 | 07:39 | 08:05 | 09:40 | 03:50 | 02:50 |
 | Aghanim's Scepter | 5 | 11.90% | 31.6 | 60.00% | +8.65% | -60.00% | +40.00% | 0.00% | 24:21 | 17:48 | 17:48 | 24:55 | 28:07 | 28:53 | 10:19 | 07:38 |
 | Monkey King Bar | 3 | 7.14% | 28.9 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 41:10 | 35:46 | 35:46 | 42:42 | 45:02 | 45:02 | 09:16 | 06:51 |
 | Javelin | 3 | 7.14% | 26.3 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 40:57 | 35:19 | 35:19 | 42:40 | 44:53 | 44:53 | 09:34 | 07:05 |
 | Ring of Protection | 1 | 2.38% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.38% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.38% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.38% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:10 | 54:10 | 54:10 | 54:10 | 54:10 | 54:10 | 00:00 | 00:00 |
 | Buckler | 1 | 2.38% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.38% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.38% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.38% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.38% | 2.6 | 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 |