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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 | 30 | 68.18% | 100.0 | 66.67% | +16.67% | +8.33% | -23.81% | -5.36% | 26:50 | 17:09 | 23:30 | 25:30 | 29:30 | 39:27 | 06:00 | 04:26 |
 | Eye of Skadi | 40 | 90.91% | 97.6 | 62.50% | +12.50% | +17.50% | -12.50% | -7.93% | 23:54 | 18:14 | 21:25 | 23:00 | 25:12 | 36:29 | 03:47 | 02:48 |
 | Manta Style | 44 | 100.00% | 95.1 | 61.36% | +61.36% | +11.37% | -6.81% | -6.34% | 16:59 | 13:05 | 15:20 | 16:15 | 18:12 | 24:07 | 02:52 | 02:07 |
 | Boots of Speed | 44 | 100.00% | 92.7 | 61.36% | +61.36% | -15.91% | -15.91% | 0.00% | 03:51 | 01:25 | 02:46 | 03:47 | 04:41 | 07:00 | 01:55 | 01:25 |
 | Yasha | 44 | 100.00% | 90.2 | 61.36% | +61.36% | +2.28% | -6.81% | -3.33% | 12:49 | 09:40 | 11:14 | 12:25 | 13:58 | 17:40 | 02:44 | 02:01 |
 | Power Treads | 44 | 100.00% | 87.8 | 61.36% | +61.36% | +20.46% | -6.81% | -21.82% | 06:12 | 04:12 | 05:31 | 06:14 | 06:46 | 08:13 | 01:15 | 00:55 |
 | Magic Stick | 30 | 68.18% | 85.4 | 63.33% | +6.19% | -25.83% | +8.10% | 17.25% | 01:39 | -01:30 | -01:29 | -01:28 | 03:27 | 15:24 | 04:56 | 03:39 |
 | Magic Wand | 36 | 81.82% | 82.9 | 61.11% | -1.39% | +5.56% | -16.67% | -3.32% | 03:51 | -01:29 | 00:02 | 02:04 | 06:44 | 17:25 | 06:42 | 04:57 |
 | Quelling Blade | 36 | 81.82% | 80.5 | 58.33% | -16.67% | -13.89% | -13.89% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Wind Lace | 13 | 29.55% | 78.0 | 69.23% | +11.17% | +30.77% | -35.90% | -20.83% | 08:51 | 04:43 | 06:08 | 07:48 | 09:20 | 17:36 | 03:12 | 02:22 |
 | Silver Edge | 15 | 34.09% | 75.6 | 66.67% | +8.05% | +8.33% | -16.67% | -5.30% | 31:05 | 26:59 | 27:48 | 30:47 | 32:31 | 39:32 | 04:43 | 03:29 |
 | Shadow Blade | 15 | 34.09% | 73.2 | 66.67% | +8.05% | +8.33% | -41.67% | -13.89% | 29:57 | 24:27 | 27:25 | 29:39 | 31:01 | 39:26 | 03:36 | 02:40 |
 | Blink Dagger | 8 | 18.18% | 70.7 | 75.00% | +16.67% | +25.00% | -25.00% | 0.00% | 33:15 | 25:39 | 26:39 | 29:10 | 38:51 | 45:35 | 12:12 | 09:02 |
 | Daedalus | 10 | 22.73% | 68.3 | 70.00% | +11.18% | +30.00% | -20.00% | -9.62% | 31:58 | 28:03 | 29:00 | 31:16 | 34:12 | 36:16 | 05:12 | 03:51 |
 | Dragon Lance | 30 | 68.18% | 65.9 | 53.33% | -25.24% | +21.67% | +3.81% | -7.60% | 12:09 | 08:38 | 10:07 | 10:52 | 12:28 | 22:26 | 02:21 | 01:44 |
 | Wraith Band | 15 | 34.09% | 63.4 | 60.00% | -2.07% | +15.00% | -10.00% | -10.14% | 02:45 | 00:49 | 01:27 | 02:17 | 03:55 | 07:18 | 02:28 | 01:49 |
 | Butterfly | 11 | 25.00% | 61.0 | 63.64% | +3.03% | +3.03% | -30.31% | -5.41% | 30:40 | 21:00 | 25:54 | 29:52 | 32:04 | 43:34 | 06:10 | 04:34 |
 | Black King Bar | 23 | 52.27% | 58.5 | 52.17% | -19.26% | -2.17% | -18.84% | -1.68% | 34:39 | 25:19 | 27:55 | 34:30 | 37:50 | 52:55 | 09:55 | 07:20 |
 | Void Stone | 7 | 15.91% | 56.1 | 71.43% | +11.97% | +28.57% | -21.43% | 0.00% | 36:23 | 29:16 | 31:21 | 31:54 | 41:44 | 47:04 | 10:23 | 07:41 |
 | Force Staff | 10 | 22.73% | 53.7 | 60.00% | -1.76% | +40.00% | -10.00% | -5.91% | 32:04 | 24:20 | 26:34 | 34:12 | 35:02 | 38:08 | 08:28 | 06:16 |
 | Monkey King Bar | 8 | 18.18% | 51.2 | 62.50% | +1.39% | -12.50% | -12.50% | 0.00% | 34:29 | 26:28 | 29:22 | 31:41 | 38:11 | 41:47 | 08:49 | 06:31 |
 | Javelin | 11 | 25.00% | 48.8 | 54.55% | -9.09% | +45.45% | +12.12% | -3.23% | 32:10 | 25:35 | 27:23 | 30:40 | 37:42 | 40:30 | 10:19 | 07:38 |
 | Fluffy Hat | 11 | 25.00% | 46.3 | 54.55% | -9.09% | +12.12% | -21.22% | -3.36% | 30:07 | 10:39 | 24:36 | 34:11 | 34:32 | 38:08 | 09:56 | 07:21 |
 | Hurricane Pike | 9 | 20.45% | 43.9 | 55.56% | -7.30% | +44.44% | -5.56% | 0.00% | 32:08 | 24:44 | 25:15 | 34:39 | 35:12 | 38:08 | 09:57 | 07:22 |
 | Linken's Sphere | 5 | 11.36% | 41.5 | 60.00% | -1.54% | +40.00% | -60.00% | 0.00% | 36:27 | 29:17 | 29:17 | 32:05 | 42:05 | 47:04 | 12:48 | 09:28 |
 | Swift Blink | 5 | 11.36% | 39.0 | 60.00% | -1.54% | -60.00% | +40.00% | 0.00% | 40:21 | 31:05 | 31:05 | 43:03 | 44:04 | 45:55 | 12:59 | 09:37 |
 | Ring of Health | 5 | 11.36% | 36.6 | 60.00% | -1.54% | +40.00% | -60.00% | 0.00% | 36:16 | 29:15 | 29:15 | 31:54 | 41:44 | 47:04 | 12:29 | 09:14 |
 | Aghanim's Scepter | 3 | 6.82% | 34.1 | 66.67% | +5.69% | +33.33% | 0.00% | 0.00% | 45:43 | 21:05 | 21:05 | 54:10 | 1:01:54 | 1:01:54 | 40:49 | 30:14 |
 | Satanic | 3 | 6.82% | 31.7 | 66.67% | +5.69% | -66.67% | 0.00% | 0.00% | 45:12 | 43:58 | 43:58 | 44:51 | 46:48 | 46:48 | 02:50 | 02:05 |
 | Morbid Mask | 3 | 6.82% | 29.3 | 66.67% | +5.69% | -66.67% | 0.00% | 0.00% | 42:07 | 39:32 | 39:32 | 40:18 | 46:32 | 46:32 | 07:00 | 05:11 |
 | Aghanim's Shard | 4 | 9.09% | 26.8 | 50.00% | -12.50% | +50.00% | -50.00% | 0.00% | 45:04 | 39:11 | 39:11 | 41:50 | 44:02 | 55:12 | 04:51 | 03:35 |
 | Moon Shard | 1 | 2.27% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:06 | 58:06 | 58:06 | 58:06 | 58:06 | 58:06 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.27% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.27% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.27% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.27% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 4.55% | 12.2 | 50.00% | -11.90% | -50.00% | 0.00% | 0.00% | 58:02 | 54:10 | 54:10 | 1:01:54 | 1:01:54 | 1:01:54 | 07:44 | 05:43 |
 | Mjollnir | 3 | 6.82% | 9.8 | 33.33% | -30.08% | +66.67% | 0.00% | 0.00% | 32:15 | 31:20 | 31:20 | 31:41 | 33:44 | 33:44 | 02:24 | 01:46 |
 | Maelstrom | 3 | 6.82% | 7.3 | 33.33% | -30.08% | +66.67% | 0.00% | 0.00% | 29:18 | 27:23 | 27:23 | 29:52 | 30:40 | 30:40 | 03:17 | 02:25 |
 | Mask of Madness | 1 | 2.27% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 4.55% | 2.4 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 46:27 | 43:03 | 43:03 | 49:51 | 49:51 | 49:51 | 06:48 | 05:02 |