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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 | 8 | 25.00% | 100.0 | 87.50% | +50.00% | +12.50% | -37.50% | -5.64% | 33:08 | 18:17 | 28:37 | 34:24 | 37:29 | 40:54 | 08:52 | 06:34 |
 | Morbid Mask | 24 | 75.00% | 97.8 | 62.50% | +50.00% | -12.50% | +20.83% | 12.42% | 11:27 | 05:50 | 07:38 | 08:55 | 10:19 | 36:48 | 02:41 | 01:59 |
 | Mask of Madness | 21 | 65.63% | 95.7 | 57.14% | +20.78% | +2.86% | +2.86% | 0.00% | 10:55 | 08:38 | 09:36 | 10:42 | 12:01 | 14:44 | 02:25 | 01:47 |
 | Wraith Band | 26 | 81.25% | 93.5 | 53.85% | +20.52% | +17.58% | +12.82% | -3.81% | 02:18 | 01:01 | 01:27 | 01:48 | 02:42 | 06:22 | 01:15 | 00:55 |
 | Boots of Speed | 32 | 100.00% | 91.3 | 50.00% | +50.00% | +12.50% | 0.00% | -5.32% | 03:53 | 01:41 | 02:30 | 03:44 | 04:51 | 06:19 | 02:21 | 01:44 |
 | Power Treads | 32 | 100.00% | 89.1 | 50.00% | +50.00% | +12.50% | -25.00% | -35.71% | 06:45 | 04:26 | 06:09 | 06:35 | 07:12 | 09:36 | 01:03 | 00:46 |
 | Magic Wand | 20 | 62.50% | 87.0 | 55.00% | +13.33% | -15.00% | +5.00% | 2.11% | 05:52 | -01:29 | 01:58 | 04:23 | 11:28 | 16:34 | 09:30 | 07:02 |
 | Butterfly | 7 | 21.88% | 84.8 | 71.43% | +27.43% | -21.43% | -21.43% | 0.00% | 31:19 | 24:23 | 24:46 | 31:48 | 33:21 | 39:14 | 08:35 | 06:21 |
 | Magic Stick | 19 | 59.38% | 82.6 | 52.63% | +6.48% | -12.63% | +7.37% | 9.30% | 02:42 | -01:29 | -01:25 | 01:15 | 03:34 | 16:14 | 04:59 | 03:41 |
 | Crystalys | 19 | 59.38% | 80.4 | 52.63% | +6.48% | +47.37% | -12.63% | -6.19% | 28:53 | 14:18 | 22:51 | 27:45 | 32:33 | 48:27 | 09:42 | 07:11 |
 | Dragon Lance | 30 | 93.75% | 78.3 | 46.67% | -53.33% | -9.17% | -18.10% | -3.97% | 14:13 | 11:38 | 12:56 | 13:45 | 15:11 | 22:03 | 02:15 | 01:40 |
 | Black King Bar | 23 | 71.88% | 76.1 | 47.83% | -7.73% | +2.17% | -31.16% | -8.03% | 20:40 | 17:06 | 17:37 | 20:19 | 21:46 | 26:43 | 04:09 | 03:04 |
 | Javelin | 18 | 56.25% | 73.9 | 50.00% | 0.00% | +10.00% | +25.00% | 1.18% | 16:30 | 06:57 | 08:57 | 12:00 | 21:39 | 41:58 | 12:42 | 09:24 |
 | Quelling Blade | 13 | 40.63% | 71.7 | 53.85% | +6.48% | +12.82% | +12.82% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Shadow Blade | 11 | 34.38% | 69.6 | 54.55% | +6.93% | +45.45% | -21.22% | -6.46% | 29:25 | 18:38 | 22:25 | 29:03 | 32:44 | 42:44 | 10:19 | 07:38 |
 | Force Staff | 17 | 53.13% | 67.4 | 47.06% | -6.27% | -22.06% | +2.94% | 2.86% | 26:38 | 15:40 | 20:31 | 27:16 | 29:16 | 46:32 | 08:45 | 06:28 |
 | Fluffy Hat | 17 | 53.13% | 65.2 | 47.06% | -6.27% | -22.06% | +2.94% | 2.72% | 26:26 | 15:39 | 20:04 | 27:15 | 29:16 | 46:32 | 09:12 | 06:48 |
 | Monkey King Bar | 4 | 12.50% | 63.0 | 75.00% | +28.57% | +25.00% | +25.00% | 0.00% | 25:36 | 19:39 | 19:39 | 25:32 | 27:50 | 29:24 | 08:11 | 06:03 |
 | Hurricane Pike | 16 | 50.00% | 60.9 | 43.75% | -12.50% | -18.75% | +6.25% | 2.97% | 27:09 | 17:10 | 21:04 | 27:16 | 29:29 | 46:58 | 08:25 | 06:14 |
 | Silver Edge | 10 | 31.25% | 58.7 | 50.00% | 0.00% | +50.00% | -50.00% | -7.14% | 32:14 | 20:43 | 24:59 | 30:37 | 38:59 | 42:53 | 14:00 | 10:22 |
 | Daedalus | 5 | 15.63% | 56.5 | 60.00% | +11.85% | +40.00% | +40.00% | 0.00% | 37:27 | 28:35 | 28:35 | 37:53 | 42:28 | 48:41 | 13:53 | 10:17 |
 | Maelstrom | 13 | 40.63% | 54.3 | 38.46% | -19.43% | +28.21% | -5.13% | -6.69% | 14:34 | 10:47 | 11:43 | 12:46 | 16:42 | 21:39 | 04:59 | 03:41 |
 | Moon Shard | 3 | 9.38% | 52.2 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 43:17 | 38:20 | 38:20 | 41:18 | 50:13 | 50:13 | 11:53 | 08:48 |
 | Swift Blink | 3 | 9.38% | 50.0 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 43:13 | 33:31 | 33:31 | 42:56 | 53:11 | 53:11 | 19:40 | 14:34 |
 | Blink Dagger | 4 | 12.50% | 47.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 37:03 | 29:14 | 29:14 | 31:06 | 32:41 | 55:10 | 03:27 | 02:33 |
 | Ring of Health | 4 | 12.50% | 45.7 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 35:00 | 23:23 | 23:23 | 34:51 | 35:03 | 46:43 | 11:40 | 08:38 |
 | Gleipnir | 1 | 3.13% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.13% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:59 | 46:59 | 46:59 | 46:59 | 46:59 | 46:59 | 00:00 | 00:00 |
 | Crown | 1 | 3.13% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.13% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:43 | 46:43 | 46:43 | 46:43 | 46:43 | 46:43 | 00:00 | 00:00 |
 | Skull Basher | 1 | 3.13% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 3.13% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Mjollnir | 5 | 15.63% | 30.4 | 40.00% | -11.85% | -40.00% | +60.00% | 8.84% | 24:49 | 18:27 | 18:27 | 25:53 | 29:46 | 31:19 | 11:19 | 08:22 |
 | Aghanim's Shard | 14 | 43.75% | 28.3 | 21.43% | -50.79% | +3.57% | +11.90% | 1.20% | 25:33 | 18:21 | 20:41 | 24:22 | 27:39 | 47:20 | 06:58 | 05:09 |
 | Eye of Skadi | 2 | 6.25% | 26.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:41 | 26:16 | 26:16 | 33:05 | 33:05 | 33:05 | 06:49 | 05:02 |
 | Linken's Sphere | 3 | 9.38% | 23.9 | 33.33% | -18.39% | +66.67% | 0.00% | 0.00% | 31:34 | 24:37 | 24:37 | 35:02 | 35:04 | 35:04 | 10:27 | 07:44 |
 | Void Stone | 3 | 9.38% | 21.7 | 33.33% | -18.39% | +66.67% | 0.00% | 0.00% | 31:08 | 23:23 | 23:23 | 34:57 | 35:04 | 35:04 | 11:41 | 08:39 |
 | Wind Lace | 4 | 12.50% | 19.6 | 25.00% | -28.57% | -25.00% | -25.00% | 0.00% | 11:36 | 08:18 | 08:18 | 08:29 | 08:40 | 20:56 | 00:22 | 00:16 |
 | Manta Style | 2 | 6.25% | 17.4 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 24:56 | 21:40 | 21:40 | 28:11 | 28:11 | 28:11 | 06:31 | 04:49 |
 | Blight Stone | 2 | 6.25% | 15.2 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 21:03 | 17:15 | 17:15 | 24:51 | 24:51 | 24:51 | 07:36 | 05:37 |
 | Divine Rapier | 1 | 3.13% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Yasha | 2 | 6.25% | 10.9 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 22:19 | 18:13 | 18:13 | 26:25 | 26:25 | 26:25 | 08:12 | 06:04 |
 | Desolator | 2 | 6.25% | 8.7 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 21:24 | 17:31 | 17:31 | 25:17 | 25:17 | 25:17 | 07:46 | 05:45 |
 | Witch Blade | 1 | 3.13% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.13% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 49:56 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 3.13% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 |